Systems and methods for partitioning forecast items into segments, or groups, based on an attribute. Once partitioned, segments are aggregated based on a predetermined memory size limit using an aggregation method. Aggregation methods include methods for providing segments that have a similar number of records. Segmentation is further enhanced by including variance reduction gain as a metric for selecting the order of attributes.
A system, method and non-transitory computer-readable storage medium for computing a full dependency graph before obtaining a result of an analytic; and constructing a scheduling graph to optimally distribute work between the available threads, based on the full dependency graph.
A business analytics conversational tool comprising: a device comprising a communication channel, a natural language processor (NLP), a fulfillment application program interface (F-API), a database application program interface (D-API), and a business management database; wherein: the NLP receives a user-input from a user through the communication channel; the NLP deduces an intent of the user-input; the NLP communicates the intent to the F-API; the F-API communicates a request for data associated with the intent to the database via the D-API; the D-API communicates the data associated with the intent to the F-API; the F-API converts the data associated with the intent to conversational form and sends the conversational form for voice output through the communication channel.
Systems, methods, and computer-readable media for solving large, sparse convex optimization problems on highly parallel hardware. A computing apparatus receives an initial point and iteratively updates an optimization point via a first subsystem that constructs and updates a Karush-Kuhn-Tucker (KKT) system and applies small steps in an improving direction. In parallel, a second subsystem incrementally solves the updated KKT system, while a third subsystem optimizes parameters such as preconditioners and matrix permutations. Outputs are exchanged among subsystems during each iteration to enable continuous refinement. A small-step criterion, enforced via line search or trust-region procedures, ensures convergence. Execution leverages GPUs or TPUs to partition and process KKT systems concurrently, dynamically adjusting step size based on convergence indicators.
Systems and methods in which a historical data set is pre-processed once per trained machine-learning model; a value of an unknown sample is forecast while tracking a leaf path of the unknown sample; the leaf path of the unknown sample is limited to a subset of trees in each trained-machine model; a set of related historical samples is determined based on the leaf path of the unknown sample, and a set of quantiles is determined from the leaf path of the unknown sample. Inventory is loaded according to the set of quantiles.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
7.
METHODS AND SYSTEMS FOR ASSESSMENT OF FORECASTABILITY OF A TIME SERIES
Systems and methods are disclosed for assessing the forecastability of time series data using machine learning. A large set of time series is preprocessed and partitioned into training and testing sets. Multiple forecasting models are trained on the training data, and the best-performing model is used to compute a sample forecastability metric. Features are extracted from the time series and paired with the forecastability metric to train a predictive model. This trained model is then used to estimate the forecastability of new time series data based on extracted features, bypassing the need for computationally intensive forecasting. The approach enables efficient and reliable forecastability assessment across large volumes of time series data.
Systems and methods for enterprise production scheduling using a self-learning, resilient Reinforcement Learning (RL) agent. The RL agent interacts with a simulated production environment modeled as a dynamic graph, enabling efficient handling of complex multi-stage scheduling dependencies. Through iterative training, inference, and continuous learning modes, the agent autonomously learns optimal scheduling policies, adapts to evolving production conditions, and incorporates user preferences. The system includes components such as a data profiler for historical analysis, a synthesizer for training data generation, and an initializer for environment setup. The RL agent generates multiple feasible schedules, refines its policy based on feedback, and significantly reduces computational overhead compared to traditional heuristics and genetic algorithms.
Machine learning segmentation methods and systems that perform segmentation quickly, efficiently, cheaply, and optionally provides an interactive feature that allows a user to alter the segmentation until a desired result is obtained. The automated machine learning segmentation tool receives all potentially important attributes and provides segmentation of items. It also receives information about important features of the data and finds how best to differentiate between groups using cluster-based machine learning algorithms. In addition, visualization of the segmentation explains to a user how the segmentation was obtained.
Systems and methods for efficient consolidation of record blocks in a data base. The system comprises: 1) a deletion record set; an in-memory database representation comprising: tables and records; one or more exclusive locks for the records; and a record block index; 2) a persistent database representation comprising: record blocks; and a transaction log. The method comprises: receiving, by a processor, a deletion record set; acquiring, by the processor, an exclusive lock for one or more records in the deletion record set; consolidating, by the processor, one or more record blocks; updating, by the processor, an in-memory record block index; and adding, by the processor, a transaction log entry for the updated record block index update.
Methods and systems to manage permissions in a structured user-environment which provide a User Interface (UI) that provides a simple, intuitive administration to apply permissions at the user and group level to data in the structured user-environment. The UI also provides feedback to the administrator as to the inheritance path of each user and/or group as well as links between permissions, allowing the administrator to determine how a user or group was granted or denied access to a permission or resource.
Systems and methods for replicating data in a versioned database, comprising: receiving a maximum replication size; selecting, a lead scenario for placement in a replication set; the lead scenario having a size less than the maximum replication size; marking all scenarios in the versioned database as unprocessed and the lead scenario as processed; initializing the replication set; adding the lead scenario into the replication set; obtaining a list of candidate scenarios to place in the replication set; determining a best candidate scenario from the list of candidate scenarios; adding the best candidate scenario to the replication set the best candidate scenario as processed; and iterating a new list of candidate scenarios to place in the replication set until there are no more scenario candidates to place in the replication set.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
G06F 16/17 - Details of further file system functions
G06F 16/21 - Design, administration or maintenance of databases
13.
SYSTEMS AND METHODS FOR REPRESENTATION LEARNING FOR NEW PRODUCT INTRODUCTION
A deep learning model that learns a non-linear mathematical function that maps vector representations of products obtained from their characteristics known before launch, to a new numerical space where pair-wise product demand similarities can be inferred from their newly learned dense vector representations. The non-linear mapping between different numerical spaces can be optimized such that two products that have a small demand difference, also have a small cosine distance between their respective vector representations, even if their characteristics are not all that similar. The inferred demand similarities can be used to provide surrogate product recommendations that may be used to predict initial demand volume within a new product's launch period.
Systems and methods for lockless timer synchronization, comprising a client, an administrator client device 112 and a server. The administrator client device 112: initializes a timer for an operation; sets a duration for the operation, and starts the timer. The client makes one or more requests for the amount of time left on the timer, before the timer expires. The administrator client device 112 can adjust the duration of the operation, while the timer is paused or unpaused. The administrator client device 112 can pause or unpause the timer.
Systems and methods for embedding a computational notebook within an enterprise application software. A computational notebook editor embedded is embedded within a software client interface which is in communication with the software client interface. The application server comprises a reverse proxy server that is embedded within the application server. A container management system is in communication with the application server and comprises a multi-user server, a notebook interactive development environment, and a notebook execution tool.
A system and method for model auto-selection for a prediction using an ensemble of machine learning models. The method includes: receiving historical data, the historical data including previous outcomes of a plurality of events associated with a plurality of data categories; training candidate machine learning models with the historical data, each candidate machine learning model trained using a respective one of the data categories; and determining an ensemble of machine learning models by determining a median prediction for combinations of candidate machine learning models and determining the combination that has the median prediction that is closest to at least one of the previous outcomes.
Systems and methods that provide a mechanism to transition static schema to dynamic schema while maintaining backwards capability. Simple removal of static schema elements, followed by replacement with dynamic schema elements, make a third-party code incompatible since the third-party code references schema entities that no longer exist. Provided is a mechanism to decrease the memory use of non-material static schema entities. Transitioning static schema to dynamic schema allows the database to avoid loading non-material schema entities, thereby decreasing overall memory usage.
Methods and systems that improve upon the speed of engineering features related to date differences. Such methods and systems comprise one or more data structures that can use epoch dates to establish an index in the data structure, and integer differences as values in the data structure. The data structures can then be used as a lookup for a date of interest, to efficiently determine the number days since a previous target date and the number of days until a next target date.
Disclosed herein are systems and methods that do not require loading data into memory to perform daily activities of an application. The data from an external source can be accessed externally and utilized (for example, in a workbook or via a dashboard, etc.) the same way as in-memory data. This is useful when an external data set is too large to fit in the memory. In this manner, all the data that is needed can be stored in an external table that may be accessed as needed.
Disclosed herein are systems and methods that do not require loading data into memory to perform daily activities of an application. The data from an external source can be accessed externally and utilized (for example, in a workbook or via a dashboard, etc.) the same way as in-memory data. This is useful when an external data set is too large to fit in the memory. In this manner, all the data that is needed can be stored in an external table that may be accessed as needed.
A platform that includes a plurality of CPU cores and a plurality of GPU cores that receive input of a chain of linear operations; represent or transform each linear operation in the chain to a respective linear operation graph; connect one or more input nodes of each component in the chain to one or more output nodes of a previous component in the chain, with an edge of weight one; iteratively optimize the linear operation graph, thereby improving one or more characteristics of each linear operation graph; map the linear operations graph into a runtime execution plan that is tailored for a specific processing hardware; iteratively optimize the runtime execution plan, thereby improving one or more specific processing hardware execution characteristics; and run the runtime execution plan that has been optimized on the specific processing hardware.
A method and system for a machine learning cluster analysis of historical lead time data, which is augmented by one or more features. The data can also be divided into groups, based on time-density of the data, with clustering performed on each group. Furthermore, clustering can also be projected onto two dimensions. In addition, the historical lead time data is separated into a plurality of tolerance zones based on tolerance criteria. The clusters are separated in accordance with a tolerance zone of each group; and further separated according to one or more lead time identifiers to provide one or more separated clusters.
Systems and methods that provide visualization of networks. Data is input into a table structure that represents any hierarchy of entities, relationships and their attributes. The content of the table is processed to extract the entities, relationships and their attributes. These are turned into nodes, edges and a visual representation of their attributes using color gradients, categorical colors, shapes, thickness, text labels, etc.
Methods and systems for improving the efficiency of hyperparameter tuning by generalizing run results across different segments of data. Segments are grouped by segment data metrics, to produce segment clusters. Hyperparameter tuning is run for a cluster medoid and resulting hyperparameters are used for training machine learning models for the segments corresponding to the cluster.
A dynamic supply chain planning system for analysis of historical lead time data that uses machine learning algorithms to forecast future lead times based on historical lead time data, weather data and financial data related to locations and dates within the supply chain.
Systems and methods in which a training dataset of a trained tree-based model is embedded as an array of vectors, where each dimension represents a decision point in the model; a distance between historical sample points in a time series is defined as a cosine similarity function between two of these vectors; the array of vectors is processed through a Hierarchical Navigable Small World index, thereby producing an approximate view of similar vectors; for a new prediction, there is a search for a number of most similar vectors; and a discrete probability distribution is created.
Systems and methods of timeline visualization that define a table structure which represents supply chain management actions in a generic way. The content of the table is then processed by the timeline visualization to extract the entities, events, their relationships, and their attributes. These entities are transformed into time axes, while the events are transformed into a visual representation of their attributes using color, shapes, and text labels. The events may be positioned on a canvas, above or below a timeline axis, depending on whether they are upstream or downstream events, using a layout module which determines the position on the x-axis (time) and y-axis.
Disclosed herein are methods and systems for solving a production network model by iteratively cascading supply decisions. Upstream supply decisions are fixed iteratively, and cascaded down the network in a general way that is independent of any particular use case.
Systems, methods, and computer program products for deleting data in a versioned database, generating, by a processor, a version visibility data structure (VVDS) for the versioned database that maps a version to a respective Version Scenario List (VSL) from a version graph and scenario structure of the versioned database. Generating the VVDS comprises initializing the VVDS by setting a unique version as a key to an entry of the VVDS, and a respective empty VSL in the entry; accessing the respective Scenario Version List (SVL); and iterating, each entry in the VVDS from the list of all scenarios in the database and the respective SVL until there are no more unprocessed scenarios. The method includes using the generated VVDS to determine each combination of feasible scenarios that when deleted, delete memory; computing an amount of memory reclaimed by deleting each combination of feasible scenarios; and deleting one or more combinations of the computed scenarios to free up a specific amount of memory in the versioned database memory.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
G06F 16/21 - Design, administration or maintenance of databases
30.
SYSTEM AND METHOD FOR DATA SEGMENTATION AND MANAGEMENT
A system and method are provided relating to segmentation of data sets. A processor may be configured to generate, for each of a plurality of data segments in first and second segmentation runs, a content-based segment identifier. The processor may be configured to identify, by the processor, a set of modified data segments between a first segmentation run and a second segmentation run by comparing the content-based segment identifiers for the first plurality of data segments with the content-based segment identifiers for the second plurality of data segments. The processor may be configured to incrementally train the machine learning model for only the set of modified data segments.
Systems and methods including: generating results of an algorithm based on a command; saving the results onto a dataserver; serializing the results; and storing the serialized results onto a cache stored on a disk.
Systems and methods for version reclaiming in a clustered system which avoid attempting to reclaim versions that are still in use by any member of the cluster. Version reclaim is performed efficiently by avoiding duplication of version reclaim effort, avoiding generating version reclaim cleanup transactions that are invalid (i.e., reclaiming versions that are still in use), and minimizing inter-database node communication.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
33.
SYSTEMS AND METHODS FOR OPTIMIZATION OF GREENHOUSE GAS REDUCTION
Systems and methods for reducing computer resources in determining a set of solutions for multi-objective optimization based on competing metrics. The methods and system include: receiving data related to each metric; optimizing each metric, irrespective of the other metric to provide endpoints of a Pareto front. A third optimization is made between the end points, thereby providing three optimization points to generate a Pareto front which represents a set of solutions for the competing metrics.
A query-based isolator comprising an observer, a collator and an extractor. The isolator reduces the database on which the query is run, to a new smaller, database on which the query can be performed, with the same result obtained on the smaller database, as that obtained on the original database.
Systems and methods that direct items of incoming work to respective resource lanes. A gatekeeper uses processing rules to send items of work in the resource lanes to a resource pool where compute resources are assigned to work on the items. The processing rules allow for distribution of the work from the resource lanes to the processing pool so as to prevent work starvation and compute resources starvation.
A system and method for overriding an algorithm at runtime include providing an override algorithm mapped to a first algorithm to override the first algorithm in a database, the override algorithm configured to provide a return value in a memory location corresponding to a result node of the first algorithm; receiving a trigger event that causes the first algorithm to be utilized in a computation; in response to receiving the triggering event, utilizing the override algorithm in place of the first algorithm in the computation; and storing the return value from the override algorithm in the memory location that corresponds to the result node of the first algorithm.
Methods and systems that provide one or more recommended configurations to planners using large data sets in an efficient manner. These methods and systems provide optimization of objectives using a genetic algorithm that can provide parameter recommendations that optimize one or more objectives in an efficient and timely manner. The methods and systems disclosed herein are flexible enough to satisfy diverse use cases.
A system and method for generating a graphical user interface including enhanced metrics based on the SHAP quantities of a machine learning forecast model may include: receiving forecast data related to a machine learning forecast model that includes, for each input category of each forecast item at each forecast time, a SHAP quantity and a sign indicating a directionality of the SHAP quantity, based on the SHAP quantities, generating relative magnitude values, directional significance values, and relative contribution values, and outputting in a graphical user interface the relative magnitude values, the directional significance values, and the relative contribution values as Applied and Indicative Explanation values (AIE-values).
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
Systems and methods disclose herein procedures for accelerated tree learning. In one class, the acceleration is based on self-adapting learning rates, while in another class, the acceleration is based on a plurality of learning rates, wherein each learning rate varies over the training; each learning rate increases linearly as a respective pseudo residual maintains a direction across sequential training iterations; and each learning rate decreases exponentially as the respective pseudo residual changes direction across sequential training iterations. The latter can be incorporated with other methodologies, such as momentum-augmented gradient boosting and Nesterov Accelerated Gradient Boosting. These systems and methods for accelerated tree learning exhibit a marked reduction in training time and resources required for gradient boosted trees.
G06F 3/00 - Input arrangements for transferring data to be processed into a form capable of being handled by the computerOutput arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
G06F 3/06 - Digital input from, or digital output to, record carriers
Systems and methods disclose herein procedures for accelerated tree learning. In one class, the acceleration is based on self-adapting learning rates, while in another class, the acceleration is based on a plurality of learning rates, wherein each learning rate varies over the training; each learning rate increases linearly as a respective pseudo residual maintains a direction across sequential training iterations; and each learning rate decreases exponentially as the respective pseudo residual changes direction across sequential training iterations. The latter can be incorporated with other methodologies, such as momentum-augmented gradient boosting and Nesterov Accelerated Gradient Boosting. These systems and methods for accelerated tree learning exhibit a marked reduction in training time and resources required for gradient boosted trees.
Methods and systems for elimination of cross-pegging, comprising: consumption of input supplies by a new demand; marking a supply exchange based on a first-pass supply exchange and a cascading supply exchange; creating planned orders; running one or more trials; and executing the supply exchange.
Systems and methods that provide a user interface, that comprises a central worksheet, through which disparate locations are accessed. In addition, such a user interface allows for enablement and/or disablement of an algorithm in just one or two clicks (as opposed to the tens, scores or hundreds of clicks required before).
Systems and methods for partitioning forecast items into segments, or groups, based on an attribute. Once partitioned, segments are aggregated based on a predetermined memory size limit using an aggregation method. Aggregation methods include methods for providing segments that have a similar number of records. Segmentation is further enhanced by including variance reduction gain as a metric for selecting the order of attributes.
Methods and systems that improve upon the speed of engineering features related to date differences. Such methods and systems comprise one or more data structures that can use epoch dates to establish an index in the data structure, and integer differences as values in the data structure. The data structures can then be used as a lookup for a date of interest, to efficiently determine the number days since a previous target date and the number of days until a next target date.
Methods and systems that improve upon the speed of engineering features related to date differences. Such methods and systems comprise one or more data structures that can use epoch dates to establish an index in the data structure, and integer differences as values in the data structure. The data structures can then be used as a lookup for a date of interest, to efficiently determine the number days since a previous target date and the number of days until a next target date.
A system and method for managing software application test interaction may include: obtaining, by a processor, initial actuation data associated with user actuation of a webpage object, the webpage object being associated with a server-side data object; obtaining, by the processor, server-side data associated with the actuation data and with the server-side data object; generating, by the processor, contextual data object actuation display data based on the initial actuation data and on the server-side data; and causing, by the processor, display of the contextual data object actuation display data. Such a solution addresses issues with existing approaches by automating, for example recording and playing back, actions including clicking on a specific location within a static interface, where a different action is performed depending on the location of the click.
A system and method for managing software application test interaction may include: obtaining, by a processor, initial actuation data associated with user actuation of a webpage object, the webpage object being associated with a server-side data object; obtaining, by the processor, server-side data associated with the actuation data and with the server-side data object; generating, by the processor, contextual data object actuation display data based on the initial actuation data and on the server-side data; and causing, by the processor, display of the contextual data object actuation display data. Such a solution addresses issues with existing approaches by automating, for example recording and playing back, actions including clicking on a specific location within a static interface, where a different action is performed depending on the location of the click.
A system and method for managing software application test interaction may include: obtaining, by a processor, initial actuation data associated with user actuation of a webpage object, the webpage object being associated with a server-side data object; obtaining, by the processor, server-side data associated with the actuation data and with the server-side data object; generating, by the processor, contextual data object actuation display data based on the initial actuation data and on the server-side data; and causing, by the processor, display of the contextual data object actuation display data. Such a solution addresses issues with existing approaches by automating, for example recording and playing back, actions including clicking on a specific location within a static interface, where a different action is performed depending on the location of the click.
Systems and methods that for a scalable versioned database that can organize data into scenarios and hives. These define how data visibility is controlled by scenarios, and how data can be transferred between scenarios. In some embodiments, queries and algorithms can be executed in independent processes, which may execute in parallel, and on independent machines. Furthermore, data objects can be placed in shared storage, and metadata objects can be placed in a metadata database which supports ACID transactions. Data objects are not modified in place after they are constructed, while metadata objects can be updated transactionally, using the metadata database. Data can be updated by creating new data objects and connecting them to scenarios with new metadata objects. Finally, obsolete data may be cleaned up by identifying unreachable data, which is safe to delete.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (ERP) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Application service provider (ASP) services featuring
software for use in business planning, business intelligence
and business performance management; cloud computing
providing software for business database management (term
considered too vague by the International Bureau pursuant to
Rule 13 (2) (b) of the Regulations); computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of big data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (ERP) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Application service provider (ASP) services featuring
software for use in business planning, business intelligence
and business performance management; cloud computing
providing software for business database management (term
considered too vague by the International Bureau pursuant to
Rule 13 (2) (b) of the Regulations); computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of big data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (ERP) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Application service provider (ASP) services featuring
software for use in business planning, business intelligence
and business performance management; cloud computing
providing software for business database management (term
considered too vague by the International Bureau pursuant to
Rule 13 (2) (b) of the Regulations); computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of big data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
Disclosed are systems and methods that relate to demand forecasting based on machine learning of historical data, while adjusting forecasts based real-time data.
A system and method for optimizing an objective having discrete constraints using a dataset, the dataset including a plurality of aspects associated with the objective. The method comprising: receiving the dataset, the objective, and constraints, at least one of the constraints comprising discrete values; receiving a seed solution comprising initial values for the at least the constraints; iteratively performing until a predetermined threshold is reached: determining a constraint space for each of the constraints have discrete values using a determination of a constraint satisfaction problem; determining an optimized value of the objective using an optimization model, the optimization model taking as input the dataset and the constraint space; and outputting the optimized objective.
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
G06F 17/11 - Complex mathematical operations for solving equations
G06F 18/21 - Design or setup of recognition systems or techniquesExtraction of features in feature spaceBlind source separation
G06N 7/01 - Probabilistic graphical models, e.g. probabilistic networks
G06Q 10/0637 - Strategic management or analysis, e.g. setting a goal or target of an organisationPlanning actions based on goalsAnalysis or evaluation of effectiveness of goals
A system and method for supply chain optimization include receiving, by a processor, a modelled supply chain having one or more finished or semi-finished goods at one or more top levels and, for each of the one or more finished or semi-finished goods, a complementary set of component products at one or more bottom levels, performing, by the processor, a top-down heuristic operation on the modelled supply chain to determine demands at the one or more bottom levels, formulating, by the processor, optimized model for the one or more bottom levels based on the determined demands, and solving, by the processor, the optimized model to generate optimized results.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for inventory management; computer
hardware and software for database management; computer
software for use in database management; computer software
for use in business planning, business intelligence,
business performance management, business demand and supply
chain management, and for business supply chain management;
downloadable digital content being videos; downloadable
podcasts; downloadable digital videos featuring information
in the fields of supply chain management and business
management solutions; pre-recorded DVDs and CDs featuring
topics and information in the fields of supply chain
management and business management solutions; computer
software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (ERP) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Supply chain management services; computer database
management services; computerized database management;
business intelligence reporting; business administration and
management; business administration consultancy; business
management and organization consultancy; business management
assistance; providing information in the field of business
supply chain management via a computer software; consultancy
services in the fields of supply chain management and
business management. Arranging and conducting webinars in the fields of business
management and planning, supply chain management, computer
hardware and software for business database management;
online publication of electronic books and periodicals;
providing software user training; providing non-downloadable
audio-visual content in the nature of videos via a website;
conducting conferences in the fields in the fields of supply
chain management and business management; providing
non-downloadable instructional videos in the field of supply
chain management and business management via a web site;
providing non-downloadable videos containing information,
educational materials, and conferences in the fields of
supply chain management and business management via blogs,
podcasts, and internet; providing downloadable videos
containing information, educational materials, and
conferences in the fields of supply chain management and
business management. Software as a service (SaaS) provider in the field of
customer relationship management; software as a service
(SaaS) provider in the field of inventory management;
software as a service (SaaS) provider in the field of supply
chain management; cloud computing providing software for
database management; providing online non-downloadable
enterprise resource planning (ERP) software in the field of
database management; providing software as a service (SaaS)
featuring computer software for use in business planning,
business intelligence, business performance management,
business demand and supply management, and for business
supply chain management; application service provider (ASP)
services featuring software for use in business planning,
business intelligence, supply chain management and business
performance management; cloud computing providing software
for business database management; computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of Big Data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
Systems and methods for computer memory management by a memory coordinator and a plurality of memory consumers. An urgency and memory quota of each memory consumer is initialized by the memory coordinator, which then adjusts the memory quota of each memory consumer such that the sum of the memory quota of each memory consumer does not exceed a finite amount of computer memory. Each memory consumer adjusts its memory usage in response to the quota input and urgency input from the memory coordinator.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for inventory management; computer
hardware and software for database management; computer
software for use in database management; computer software
for use in business planning, business intelligence,
business performance management, business demand and supply
chain management, and for business supply chain management;
downloadable digital content being videos; downloadable
podcasts; pre-recorded DVDs and CDs featuring topics and
information in the fields of supply chain management and
business management solutions; computer software for use in
business planning, business intelligence, and business
performance management and instruction manuals sold
therewith as a unit; Computer hardware and computer software
for database management; computer software for use in
resource planning and coordinating and scheduling
applications for supply chain management and instruction
manuals sold as a unit therewith; computer artificial
intelligence chatbot software for simulating conversations
and providing customer service; downloadable computer
chatbot software for providing business management
information; computer artificial intelligence software for
logistics management in the fields of freight, supply chain
and transportation; computer artificial intelligence
software for enterprise resource planning (ERP) in the field
of supply chain management; Computer artificial intelligence
chatbot software for providing statistics and information in
the nature of analysis and economic demand forecasting in
the field of supply chain management; computer software;
downloadable videos recordings containing information,
educational materials, and conferences in the fields of
supply chain management and business management;
downloadable videos recording featuring information in the
fields of supply chain management and business management
solutions. Supply chain management services; computer database
management services; computerized database management;
business intelligence reporting; business administration and
management; business administration consultancy; business
management and organization consultancy; business management
assistance; providing information in the field of business
supply chain management via a computer software; consultancy
services in the fields of supply chain management and
business management. Arranging and conducting webinars in the fields of business
management and planning, supply chain management, computer
hardware and software for business database management;
online publication of electronic books and periodicals;
providing software user training; providing non-downloadable
audio-visual content in the nature of videos via a website;
conducting conferences in the fields in the fields of supply
chain management and business management; providing
non-downloadable instructional videos in the field of supply
chain management and business management via a web site;
providing non-downloadable videos containing information,
educational materials, and conferences in the fields of
supply chain management and business management via blogs,
podcasts, and internet. Software as a service (SaaS) provider in the field of
customer relationship management; software as a service
(SaaS) provider in the field of inventory management;
software as a service (SaaS) provider in the field of supply
chain management; cloud computing providing software for
database management; providing online non-downloadable
enterprise resource planning (ERP) software in the field of
database management; providing software as a service (SaaS)
featuring computer software for use in business planning,
business intelligence, business performance management,
business demand and supply management, and for business
supply chain management; application service provider (ASP)
services featuring software for use in business planning,
business intelligence, supply chain management and business
performance management; cloud computing providing software
for business database management; computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of Big Data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
59.
System and method for editing a file-backed database table
Systems and methods for editing a file-backed table in a database having a concurrency control mechanism, that include reading the content of the file-backed table, and modifying the content of the file-backed table.
Systems and methods are provided for generative guidance for tasks. The systems and methods disclosed herein speed up the learning time for new users and the creation time for advanced users, by providing the most likely next steps visible to a user, and actionable with a single gesture. The systems and methods disclosed herein augment the user by providing an easy-to-use set of contextual actions as the user works to create solutions. When creating a resource, there is a selection context, such as a selected element. The system and methods present, to the user, likely next steps close to the selected element, that are directly available.
A graphical user interface for visualization that comprises a timeline library which can be customized to render supply and demand data as points in the timeline visualization. The timeline visualization represents a demand as a first icon and a supply as a second icon. A software language class can be customized to correctly connect the supply icons that represent stock transfer movements between a source and destination site with an arrow, as well as, to allow a user to drag the arrow to another supply point.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for inventory management; computer
hardware and software for database management; computer
software for use in database management; computer software
for use in business planning, business intelligence,
business performance management, business demand and supply
chain management, and for business supply chain management;
downloadable digital content being videos; downloadable
podcasts; pre-recorded DVDs and CDs featuring topics and
information in the fields of supply chain management and
business management solutions; computer software for use in
business planning, business intelligence, and business
performance management and instruction manuals sold
therewith as a unit; computer hardware and computer software
for database management; computer software for use in
resource planning and coordinating and scheduling
applications for supply chain management and instruction
manuals sold as a unit therewith; computer artificial
intelligence chatbot software for simulating conversations
and providing customer service; downloadable computer
chatbot software for providing business management
information; computer artificial intelligence software for
logistics management in the fields of freight, supply chain
and transportation; computer artificial intelligence
software for enterprise resource planning (ERP) in the field
of supply chain management; computer artificial intelligence
chatbot software for providing statistics and information in
the nature of analysis and economic demand forecasting in
the field of supply chain management; computer software;
downloadable videos recordings containing information,
educational materials, and conferences in the fields of
supply chain management and business management;
downloadable videos recordings featuring information in the
fields of supply chain management and business management
solutions. Supply chain management services; computer database
management services; computerized database management;
business intelligence reporting; business administration and
management; business administration consultancy; business
management and organization consultancy; business management
assistance; providing information in the field of business
supply chain management via a computer software; consultancy
services in the fields of supply chain management and
business management. Arranging and conducting webinars in the fields of business
management and planning, supply chain management, computer
hardware and software for business database management;
online publication of electronic books and periodicals;
providing software user training; providing non-downloadable
audio-visual content in the nature of videos via a website;
conducting conferences in the fields in the fields of supply
chain management and business management; providing
non-downloadable instructional videos in the field of supply
chain management and business management via a web site;
providing non-downloadable videos containing information,
educational materials, and conferences in the fields of
supply chain management and business management via blogs,
podcasts, and internet. Software as a service (SaaS) provider in the field of
customer relationship management; software as a service
(SaaS) provider in the field of inventory management;
software as a service (SaaS) provider in the field of supply
chain management; cloud computing providing software for
database management; providing online non-downloadable
enterprise resource planning (ERP) software in the field of
database management; providing software as a service (SaaS)
featuring computer software for use in business planning,
business intelligence, business performance management,
business demand and supply management, and for business
supply chain management; application service provider (ASP)
services featuring software for use in business planning,
business intelligence, supply chain management and business
performance management; cloud computing providing software
for business database management; computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of Big Data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for inventory management; computer
hardware and software for database management; computer
software for use in database management; computer software
for use in business planning, business intelligence,
business performance management, business demand and supply
chain management, and for business supply chain management;
downloadable digital content being videos; downloadable
podcasts; pre-recorded dvds and cds featuring topics and
information in the fields of supply chain management and
business management solutions; computer software for use in
business planning, business intelligence, and business
performance management and instruction manuals sold
therewith as a unit; computer hardware and computer software
for database management; computer software for use in
resource planning and coordinating and scheduling
applications for supply chain management and instruction
manuals sold as a unit therewith; computer artificial
intelligence chatbot software for simulating conversations
and providing customer service; downloadable computer
chatbot software for providing business management
information; computer artificial intelligence software for
logistics management in the fields of freight, supply chain
and transportation; computer artificial intelligence
software for enterprise resource planning (erp) in the field
of supply chain management; computer artificial intelligence
chatbot software for providing statistics and information in
the nature of analysis and economic demand forecasting in
the field of supply chain management; computer software;
downloadable videos recordings containing information,
educational materials, and conferences in the fields of
supply chain management and business management;
downloadable videos recordings featuring information in the
fields of supply chain management and business management
solutions. Supply chain management services; computer database
management services; computerized database management;
business intelligence reporting; business administration and
management; business administration consultancy; business
management and organization consultancy; business management
assistance; providing information in the field of business
supply chain management via a computer software; consultancy
services in the fields of supply chain management and
business management. Arranging and conducting webinars in the fields of business
management and planning, supply chain management, computer
hardware and software for business database management;
online publication of electronic books and periodicals;
providing software user training; providing non-downloadable
audio-visual content in the nature of videos via a website;
conducting conferences in the fields of supply chain
management and business management; providing
non-downloadable instructional videos in the field of supply
chain management and business management via a web site;
providing non-downloadable videos containing information,
educational materials, and conferences in the fields of
supply chain management and business management via blogs,
podcasts, and internet. Software as a service (SaaS) provider in the field of
customer relationship management; software as a service
(SaaS) provider in the field of inventory management;
software as a service (SaaS) provider in the field of supply
chain management; cloud computing providing software for
database management; providing online non-downloadable
enterprise resource planning (ERP) software in the field of
database management; providing software as a service (SaaS)
featuring computer software for use in business planning,
business intelligence, business performance management,
business demand and supply management, and for business
supply chain management; application service provider (ASP)
services featuring software for use in business planning,
business intelligence, supply chain management and business
performance management; cloud computing providing software
for business database management; computer technology
consultation in the field of machine learning and artificial
intelligence; design and development of computer software
development tools in the field of artificial intelligence;
providing non-downloadable computer software development
tools in the field of artificial intelligence; providing
non-downloadable software for recommending goods and
services based on artificial intelligence in the field of
supply chain management; providing non-downloadable software
for use as an artificially intelligent virtual assistant,
namely, computer chatbot software for simulating
conversations and providing customer service; providing
temporary use of non-downloadable software applications for
the integration of artificial intelligence and machine
learning in the field of Big Data; design and development of
computer software for supply chain logistics; development of
computer artificial intelligence software for supply chain
management; providing a cloud-based platform-as-a-service
for non-downloadable software for logistics management in
the field of supply chain logistics and reverse logistics;
providing online non-downloadable enterprise resource
planning (ERP) software in the field of supply chain
management; computer software services; providing
downloadable videos featuring information in the fields of
supply chain management and business management solutions.
64.
SYSTEM AND METHOD FOR EXTENDING AN APPLICATION WITH USER-DEFINED CONTENT
Methods and systems that provide the tools and flexibility to build views that meet a user's needs by eliminating arbitrary limitations that are imposed by entrenched resource concepts that currently exist.
A computer-implemented method of interactive machine learning in which a user is provided with predicted results from a trained machine learning model. The user can take the predicted results and adjust the predicted data to retrain the model.
G06F 18/23213 - Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
G06N 3/10 - Interfaces, programming languages or software development kits, e.g. for simulating neural networks
Systems and methods for constraint-based optimization, comprising: an AI demand forecasting engine, an optimization engine, a user-defined objective, and a user-defined set of constraints. Using historical sales data, the AI demand forecasting engine generates a plurality of entities, each entity defined by a placement of an item in a promotion platform; and forecasts the objective associated with each entity. The optimization engine generates a plurality of plans, each plan consisting of a unique subset of entities. Plans that violate at least one constraint are eliminated by the optimization engine, leaving a set of candidate solutions. An optimum plan is selected from the set of candidate solutions based on maximization of the objective.
Systems and methods for replicating data in a versioned database, comprising: receiving a maximum replication size; selecting, a lead scenario for placement in a replication set; the lead scenario having a size less than the maximum replication size; marking all scenarios in the versioned database as unprocessed and the lead scenario as processed; initializing the replication set; adding the lead scenario into the replication set; obtaining a list of candidate scenarios to place in the replication set; determining a best candidate scenario from the list of candidate scenarios; adding the best candidate scenario to the replication set the best candidate scenario as processed; and iterating a new list of candidate scenarios to place in the replication set until there are no more scenario candidates to place in the replication set.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
G06F 16/17 - Details of further file system functions
G06F 16/21 - Design, administration or maintenance of databases
Systems and methods for a visual display of overlapping intervals, that comprise a visual display of one or more overlapping entities, wherein a timeline of each entity is displayed with a respective directional, translucent shape.
Systems and methods that comprise: capturing business objectives from a user, including a weight of each business objective; searching possible solutions in a heuristic way, enumerating all the options; evaluating each solution against the objectives being targeted at each of the product structure; selecting a result that satisfies the given objectives the most; and outputting the result with the user.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (erp) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Application service provider (asp) services featuring
software for use in business planning, business intelligence
and business performance management; cloud computing
providing software for business database management;
computer technology consultation in the field of machine
learning and artificial intelligence; design and development
of computer software development tools in the field of
artificial intelligence; providing non-downloadable computer
software development tools in the field of artificial
intelligence; providing non-downloadable software for
recommending goods and services based on artificial
intelligence in the field of supply chain management;
providing non-downloadable software for use as an
artificially intelligent virtual assistant, namely, computer
chatbot software for simulating conversations and providing
customer service; providing temporary use of
non-downloadable software applications for the integration
of artificial intelligence and machine learning in the field
of big data; design and development of computer software for
supply chain logistics; development of computer artificial
intelligence software for supply chain management; providing
a cloud-based platform-as-a-service for non-downloadable
software for logistics management in the field of supply
chain logistics and reverse logistics; providing online
non-downloadable enterprise resource planning (erp) software
in the field of supply chain management; computer software
services.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software for use in business planning, business
intelligence, and business performance management and
instruction manuals sold therewith as a unit; computer
hardware and computer software for database management;
computer software for use in resource planning and
coordinating and scheduling applications for supply chain
management and instruction manuals sold as a unit therewith;
computer artificial intelligence chatbot software for
simulating conversations and providing customer service;
downloadable computer chatbot software for providing
business management information; computer artificial
intelligence software for logistics management in the fields
of freight, supply chain and transportation; computer
artificial intelligence software for enterprise resource
planning (erp) in the field of supply chain management;
computer artificial intelligence chatbot software for
providing statistics and information in the nature of
analysis and economic demand forecasting in the field of
supply chain management; computer software. Application service provider (asp) services featuring
software for use in business planning, business intelligence
and business performance management; cloud computing
providing software for business database management;
computer technology consultation in the field of machine
learning and artificial intelligence; design and development
of computer software development tools in the field of
artificial intelligence; providing non-downloadable computer
software development tools in the field of artificial
intelligence; providing non-downloadable software for
recommending goods and services based on artificial
intelligence in the field of supply chain management;
providing non-downloadable software for use as an
artificially intelligent virtual assistant, namely, computer
chatbot software for simulating conversations and providing
customer service; providing temporary use of
non-downloadable software applications for the integration
of artificial intelligence and machine learning in the field
of big data; design and development of computer software for
supply chain logistics; development of computer artificial
intelligence software for supply chain management; providing
a cloud-based platform-as-a-service for non-downloadable
software for logistics management in the field of supply
chain logistics and reverse logistics; providing online
non-downloadable enterprise resource planning (erp) software
in the field of supply chain management; computer software
services.
72.
USER INTERFACE FOR PROVIDING AN ENTITY RELATIONSHIP DIAGRAM
An interactive entity relationship diagram discovers explicitly defined relationships, and also dynamically discovers and represents non-explicit relationships. This entails calculating metadata and references by parsing the queries. An entity relationship diagram thereby provides novel visibility on the queries being related as the basis for a user interface which integrates several configuration utilities.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; downloadable computer artificial intelligence chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; downloadable computer software using artificial intelligence for enterprise resource planning (erp) in the field of supply chain management; downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; Downloadable computer software for enterprise resource planning (ERP) in the field of supply chain management Application service provider (asp) services featuring software for use in business planning, business intelligence and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software using artificial intelligence for recommending goods and services in the field of supply chain management; providing online non-downloadable software for use as an artificially intelligent virtual assistant, namely, non-downloadable computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of big data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable computer software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; downloadable computer artificial intelligence chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; downloadable computer software using artificial intelligence for enterprise resource planning (erp) in the field of supply chain management; downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; Downloadable computer software for enterprise resource planning (ERP) in the field of supply chain management Application service provider (asp) services featuring software for use in business planning, business intelligence and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software using artificial intelligence for recommending goods and services in the field of supply chain management; providing online non-downloadable software for use as an artificially intelligent virtual assistant, namely, non-downloadable computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of big data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable computer software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; downloadable computer artificial intelligence chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; downloadable computer software using artificial intelligence for enterprise resource planning (erp) in the field of supply chain management; downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; Downloadable computer software for enterprise resource planning (ERP) in the field of supply chain management Application service provider (asp) services featuring software for use in business planning, business intelligence and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software using artificial intelligence for recommending goods and services in the field of supply chain management; providing online non-downloadable software for use as an artificially intelligent virtual assistant, namely, non-downloadable computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of big data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable computer software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Application service provider (ASP) services featuring software for use in business planning, business intelligence and business performance management; Cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Application service provider (ASP) services featuring software for use in business planning, business intelligence and business performance management; Cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Application service provider (ASP) services featuring software for use in business planning, business intelligence and business performance management; Cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
79.
SYSTEMS, METHODS AND APPARATUS FOR HIERARCHICAL FORECASTING
Systems and methods for reconciling a forecast within a multi-level hierarchy, comprising a pre-processing module and a forecast reconciliation module. The pre-processing module reconstructs the structure of the hierarchy and captures the relationship between the nodes of the multi-level hierarchy in a summation matrix S. The forecast reconciliation matrix uses S, a weight matrix W (that reflects a weighting scheme between the nodes) and a base forecast to optimize the overall forecast error using a least squares procedure. The reconciled forecast has a zero consistency error.
An interactive entity relationship diagram discovers explicitly defined relationships, and also dynamically discovers and represents non-explicit relationships. This entails calculating metadata and references by parsing the queries. An entity relationship diagram thereby provides novel visibility on the queries being related as the basis for a user interface which integrates several configuration utilities.
Systems and methods for embedding a computational notebook within an enterprise application software. A computational notebook editor embedded is embedded within a software client interface which is in communication with the software client interface. The application server comprises a reverse proxy server that is embedded within the application server. A container management system is in communication with the application server and comprises a multi-user server, a notebook interactive development environment, and a notebook execution tool.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for inventory management; computer hardware and downloadable software for database management; Downloadable computer software for use in database management; Downloadable computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos featuring in the field of supply chain management and business management solutions; downloadable podcasts in the field of in the field of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; Downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; Downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; Downloadable computer software using artificial intelligence for enterprise resource planning (ERP) in the field of supply chain management; Downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; downloadable video recordings containing information, educational materials, and conferences in the fields of supply chain management and business management; downloadable video recordings Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management. Arranging and conducting non-downloadable webinars in the fields of business management and planning, supply chain management and computer hardware and software for business database management; online publication of electronic books and periodicals; providing software user training; providing online non-downloadable audio-visual content in the nature of videos in the field of supply chain management and business management solutions via a website; conducting educational conferences in the fields of supply chain management and business management; providing online non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing online non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet Software as a service (SaaS) services featuring software for customer relationship management; software as a service (SaaS) services featuring software in the field of for inventory management; software as a service (SaaS) services featuring software for supply chain management; cloud computing featuring software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing online non-downloadable software as a service (SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software for recommending goods and services using artificial intelligence in the field of supply chain management; providing online non-downloadable software using artificial intelligence as a virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for inventory management; computer hardware and downloadable software for database management; Downloadable computer software for use in database management; Downloadable computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos featuring in the field of supply chain management and business management solutions; downloadable podcasts in the field of in the field of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; Downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; Downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; Downloadable computer software using artificial intelligence for enterprise resource planning (ERP) in the field of supply chain management; Downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; downloadable video recordings containing information, educational materials, and conferences in the fields of supply chain management and business management; downloadable video recordings Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management. Arranging and conducting non-downloadable webinars in the fields of business management and planning, supply chain management and computer hardware and software for business database management; online publication of electronic books and periodicals; providing software user training; providing online non-downloadable audio-visual content in the nature of videos in the field of supply chain management and business management solutions via a website; conducting educational conferences in the fields of supply chain management and business management; providing online non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing online non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet Software as a service (SaaS) services featuring software for customer relationship management; software as a service (SaaS) services featuring software in the field of for inventory management; software as a service (SaaS) services featuring software for supply chain management; cloud computing featuring software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing online non-downloadable software as a service (SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software for recommending goods and services using artificial intelligence in the field of supply chain management; providing online non-downloadable software using artificial intelligence as a virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for inventory management; computer hardware and downloadable software for database management; Downloadable computer software for use in database management; Downloadable computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable podcasts in the field of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; Downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; Downloadable computer software using artificial intelligence for enterprise resource planning (ERP) in the field of supply chain management; Downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; downloadable video recordings containing information, educational materials, and pre-recorded conference presentations in the field of supply chain management Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management Arranging and conducting non-downloadable webinars in the fields of business management and planning, supply chain management, and computer hardware and software for business database management; online publication of electronic books and periodicals; providing software user training; providing online non-downloadable audio-visual content in the nature of videos featuring business management and supply chain information via a website; conducting educational conferences in the fields of supply chain management and business management; providing online non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing online non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet Software as a service (SaaS) provider services featuring software for customer relationship management; software as a service (SaaS) services featuring software for inventory management; software as a service (SaaS) services featuring software for supply chain management; cloud computing featuring software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing online non-downloadable software as a service (SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; providing online non-downloadable cloud computing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software for recommending goods and services using artificial intelligence in the field of supply chain management; providing online non-downloadable software using artificial intelligence as a virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for inventory management; computer hardware and downloadable software for database management; Downloadable computer software for use in database management; Downloadable computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable podcasts in the field of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; Downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; Downloadable computer software using artificial intelligence for enterprise resource planning (ERP) in the field of supply chain management; Downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; downloadable video recordings containing information, educational materials, and pre-recorded conference
presentations in the field of supply chain management Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management. Arranging and conducting non-downloadable webinars in the fields of business management and planning, supply chain management, and computer hardware and software for business database management; online publication of electronic books and periodicals; providing software user training; providing online non-downloadable audio-visual content in the nature of videos featuring business management and supply chain information via a website; conducting educational conferences in the fields of supply chain management and business management; providing online non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing online non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet. Software as a service (SaaS) provider services featuring software for customer relationship management; software as a service (SaaS) services featuring software for inventory management; software as a service (SaaS) services featuring software for supply chain management; cloud computing featuring software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing online non-downloadable software as a service (SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; providing online non-downloadable cloud computing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software for recommending goods and services using artificial intelligence in the field of supply chain management; providing online non-downloadable software using artificial intelligence as a virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management
Systems and methods of timeline visualization that define a table structure which represents supply chain management actions in a generic way. The content of the table is then processed by the timeline visualization to extract the entities, events, their relationships, and their attributes. These entities are transformed into time axes, while the events are transformed into a visual representation of their attributes using color, shapes, and text labels. The events may be positioned on a canvas, above or below a timeline axis, depending on whether they are upstream or downstream events, using a layout module which determines the position on the x-axis (time) and y-axis.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for inventory management; computer hardware and software for database management; computer software for use in database management; computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos; downloadable podcasts; providing downloadable videos featuring information in the fields of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; providing downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management; computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management (1) Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management
(2) Arranging and conducting webinars in the fields of business management and planning, supply chain management, computer hardware and software for business database management; online publication of electronic books and periodicals; providing training to computer users in the field of the use of software for business management and supply chain management; providing non-downloadable audio-visual content in the nature of videos via a website; conducting conferences in the fields in the fields of supply chain management and business management; providing non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet
(3) Software as a service (SaaS) provider in the field of customer relationship management; software as a service (SaaS) provider in the field of inventory management; software as a service (SaaS) provider in the field of supply chain management; cloud computing providing software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing software as a service(SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for inventory management; computer hardware and software for database management; computer software for use in database management; computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos; downloadable podcasts; providing downloadable videos featuring information in the fields of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; providing downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management; computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management
(2) Arranging and conducting webinars in the fields of business management and planning, supply chain management, computer hardware and software for business database management; online publication of electronic books and periodicals; providing training to computer users in the field of the use of software for business management and supply chain management; providing non-downloadable audio-visual content in the nature of videos via a website; conducting conferences in the fields in the fields of supply chain management and business management; providing non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet
(3) Software as a service (SaaS) provider in the field of customer relationship management; software as a service (SaaS) provider in the field of inventory management; software as a service (SaaS) provider in the field of supply chain management; cloud computing providing software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing software as a service(SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for inventory management; computer hardware and software for database management; computer software for use in database management; computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos; downloadable podcasts; providing downloadable videos featuring information in the fields of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; providing downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management; computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management
(2) Arranging and conducting webinars in the fields of business management and planning, supply chain management, computer hardware and software for business database management; online publication of electronic books and periodicals; providing training to computer users in the field of the use of software for business management and supply chain management; providing non-downloadable audio-visual content in the nature of videos via a website; conducting conferences in the fields in the fields of supply chain management and business management; providing non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet
(3) Software as a service (SaaS) provider in the field of customer relationship management; software as a service (SaaS) provider in the field of inventory management; software as a service (SaaS) provider in the field of supply chain management; cloud computing providing software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing software as a service(SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for inventory management; computer hardware and software for database management; computer software for use in database management; computer software for use in business planning, business intelligence, business performance management, business demand and supply chain management, and for business supply chain management; downloadable digital content being videos; downloadable podcasts; providing downloadable videos featuring information in the fields of supply chain management and business management solutions; pre-recorded DVDs and CDs featuring topics and information in the fields of supply chain management and business management solutions; providing downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management; computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Supply chain management services; computer database management services; computerized database management; business intelligence reporting; business administration and management; business administration consultancy; business management and organization consultancy; business management assistance; providing information in the field of business supply chain management via a computer software; consultancy services in the fields of supply chain management and business management
(2) Arranging and conducting webinars in the fields of business management and planning, supply chain management, computer hardware and software for business database management; online publication of electronic books and periodicals; providing training to computer users in the field of the use of software for business management and supply chain management; providing non-downloadable audio-visual content in the nature of videos via a website; conducting conferences in the fields in the fields of supply chain management and business management; providing non-downloadable instructional videos in the field of supply chain management and business management via a web site; providing non-downloadable videos containing information, educational materials, and conferences in the fields of supply chain management and business management via blogs, podcasts, and internet
(3) Software as a service (SaaS) provider in the field of customer relationship management; software as a service (SaaS) provider in the field of inventory management; software as a service (SaaS) provider in the field of supply chain management; cloud computing providing software for database management; providing online non-downloadable enterprise resource planning (ERP) software in the field of database management; providing software as a service(SaaS) featuring computer software for use in business planning, business intelligence, business performance management, business demand and supply management, and for business supply chain management; application service provider (ASP) services featuring software for use in business planning, business intelligence, supply chain management and business performance management; cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; downloadable computer software using artificial intelligence for enterprise resource planning (erp) in the field of supply chain management; downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; Downloadable computer software for enterprise resource planning (ERP) in the field of supply chain management Application service provider (asp) services featuring software for use in business planning, business intelligence and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software using artificial intelligence for recommending goods and services in the field of supply chain management; providing online non-downloadable software for use as an artificially intelligent virtual assistant, namely, non-downloadable computer chatbot software featuring artificial intelligence for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of big data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable computer software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; computer hardware and downloadable computer software for database management; downloadable computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; downloadable computer chatbot software using artificial intelligence for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; downloadable computer software using artificial intelligence for logistics management in the fields of freight, supply chain and transportation; downloadable computer software using artificial intelligence for enterprise resource planning (erp) in the field of supply chain management; downloadable computer chatbot software using artificial intelligence for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; Downloadable computer software for enterprise resource planning (ERP) in the field of supply chain management Application service provider (asp) services featuring software for use in business planning, business intelligence and business performance management; cloud computing featuring software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing online non-downloadable computer software development tools in the field of artificial intelligence; providing online non-downloadable software using artificial intelligence for recommending goods and services in the field of supply chain management; providing online non-downloadable software for use as an artificially intelligent virtual assistant, namely, non-downloadable computer chatbot software featuring artificial intelligence for simulating conversations and providing customer service; providing temporary use of online non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of big data; design and development of computer software for supply chain logistics; development of computer software using artificial intelligence for supply chain management; providing a cloud-based platform-as-a-service featuring non-downloadable computer software platforms for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management; computer software design and maintenance services
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management (1) Application service provider (ASP) services featuring software for use in business planning, business intelligence and business performance management; Cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Computer software for use in business planning, business intelligence, and business performance management and instruction manuals sold therewith as a unit; Computer hardware and computer software for database management; computer software for use in resource planning and coordinating and scheduling applications for supply chain management and instruction manuals sold as a unit therewith; Computer artificial intelligence chatbot software for simulating conversations and providing customer service; downloadable computer chatbot software for providing business management information; computer artificial intelligence software for logistics management in the fields of freight, supply chain and transportation; computer artificial intelligence software for enterprise resource planning (ERP) in the field of supply chain management; Computer artificial intelligence chatbot software for providing statistics and information in the nature of analysis and economic demand forecasting in the field of supply chain management; (1) Application service provider (ASP) services featuring software for use in business planning, business intelligence and business performance management; Cloud computing providing software for business database management; computer technology consultation in the field of machine learning and artificial intelligence; design and development of computer software development tools in the field of artificial intelligence; providing non-downloadable computer software development tools in the field of artificial intelligence; providing non-downloadable software for recommending goods and services based on artificial intelligence in the field of supply chain management; providing non-downloadable software for use as an artificially intelligent virtual assistant, namely, computer chatbot software for simulating conversations and providing customer service; providing temporary use of non-downloadable software applications for the integration of artificial intelligence and machine learning in the field of Big Data; design and development of computer software for supply chain logistics; development of computer artificial intelligence software for supply chain management; providing a cloud-based platform-as-a-service for non-downloadable software for logistics management in the field of supply chain logistics and reverse logistics; providing online non-downloadable enterprise resource planning (ERP) software in the field of supply chain management;
95.
Method and system for generation of at least one output analytics for a promotion
There is provided a method and system for generating an output analytic for a promotion. The method includes training and instantiating a machine learning model comprising at least a Random Forest model, with a selection training set, the selection training set comprising the historical data and the one or more input parameters; selecting, by the processor, using the machine learning model a configuration and a layout for the one or more products on the promotional materials; outputting, by the processor, the promotional materials based on the selection of the configuration and layout.
A system and method for generation of automated forecasts for a subject based on one or more input parameters. The subject located at an end node of a hierarchy. The method includes: receiving historical data associated with the subject; determining the sufficiency of the historical data based on a feasibility of building a machine learning model to generate a forecast with a predetermined level of accuracy using the historical data; building the machine learning model using the historical data when there is sufficiency of the historical data; building the machine learning model using historical data associated with an ancestor node on the hierarchy when there is not sufficiency of the historical data; generating a forecast for the subject using the machine learning model based on the one or more input parameters; and outputting the forecast.
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
G06F 18/214 - Generating training patternsBootstrap methods, e.g. bagging or boosting
Systems and methods that provide a mechanism to transition static schema to dynamic schema while maintaining backwards capability. Simple removal of static schema elements, followed by replacement with dynamic schema elements, make a third-party code incompatible since the third-party code references schema entities that no longer exist. Provided is a mechanism to decrease the memory use of non-material static schema entities. Transitioning static schema to dynamic schema allows the database to avoid loading non-material schema entities, thereby decreasing overall memory usage.
The systems and methods described here can reduce the storage space required (memory and/or disk) to store certain types of data, provide efficient (fast) creation, modification and retrieval of such data, and support such data within the framework of a multi-version database. In some embodiments, the systems and methods can store each field of a set of records as a vector of values, e.g., a data vector. A set of records can be represented using a vector hash vector, or “vhash” vector, wherein each element of the vhash vector contains a unique identifier of a data vector, based on a cryptographic hash of the data vector. A header table can store associations between labels and “vhash” vectors that pertain to those labels. Identical data vectors can be re-used between different record sets or vhash vectors needing that vector, thus saving space.
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Methods and systems that provide one or more recommended configurations to planners using large data sets in an efficient manner. These methods and systems provide optimization of objectives using a genetic algorithm that can provide parameter recommendations that optimize one or more objectives in an efficient and timely manner. The methods and systems disclosed herein are flexible enough to satisfy diverse use cases.
Systems and methods for partitioning data in a versioned database, comprising: initializing, a list of empty partitions; initializing a new empty partition as a current partition; selecting a lead scenario for placement in the current partition, the lead scenario having a size less than a maximum partition size; placing the lead scenario into the current partition; marking the lead scenario as processed; obtaining a list of candidate scenarios to place in the current partition; determining a best candidate scenario from the list of candidate scenarios; adding the best candidate scenario to the current partition; marking the best candidate scenario as processed; iterating a new list of candidate scenarios to place in the current partition until there are no more scenario candidates to place in the current partition; adding the current partition to a partition list; and iterating through all the scenarios in the versioned database.
G06F 16/27 - Replication, distribution or synchronisation of data between databases or within a distributed database systemDistributed database system architectures therefor
G06F 16/21 - Design, administration or maintenance of databases
