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Machine Learning

Machine Learning-related patent applications - as published by the U.S. Patent and Trademark Office (USPTO).


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Adaptive automatic email domain name correction
Lmp Software, Llc
October 12, 2017 - N°20170295134

A system and methods for correcting domain names in invalid email addresses are described herein. The method includes receiving email failure information including a bad domain name. The bad domain name is compared to valid domain names in a valid domain name database and a match distance of the bad domain name to valid domain names in the valid domain ...
Network data processing driver for a cognitive artifical intelligence system
Lmp Software, Llc
October 12, 2017 - N°20170295070

Techniques are disclosed for processing data collected from network components for analysis by a machine learning engine of a cognitive ai system. A network data processing driver receives a stream of data from a data collector which obtains data from one or more network data sources. The driver normalizes the stream of data to one or more feature values each ...
System, method and apparatus for automatic categorization and assessment of billing narratives
Lmp Software, Llc
October 12, 2017 - N°20170293951

A system for automatic categorization and assessment of billing narratives has a semantic engine that classifies billing entries with descriptions expressed in natural language into standardized categories of activity and task objective. The classification is by machine learning methods via training data that is maintained, updated and extended as needed. A rules engine applies rules to the categorized invoice data ...
Machine Learning Patent Pack
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Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
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inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Techniques to respond to user requests using natural-language machine learning based on branching example conversations
Facebook, Inc.
October 12, 2017 - N°20170293834

Techniques to response to respond to user requests using natural-language machine learning based on branching example conversations are described. In one embodiment, an apparatus may comprise a bot application interface component operative to receive an example-interaction repository, the example-interaction repository comprising a plurality of example user-to-bot interactions, including one or more branching example user-to-bot interactions; and an interaction processing component ...
Motor task analysis system and method
Novartis Ag
October 12, 2017 - N°20170293805

Video processing for motor task analysis is described. In various examples, a video of a person carrying out a motor task, such as placing the forefinger on the nose, is input to a trained machine learning system to classify the motor task into one of a plurality of classes. In an example, motion descriptors such as optical flow are computed ...
Remote determination of containers in geographical region
Orbital Insight, Inc.
October 12, 2017 - N°20170293800

Disclosed is a method and system for processing images from an aerial imaging device. The method includes receiving a first image of a geographical area having a first resolution. The method transmits the first image to a machine learning model to identify an area of interest containing an object of interest. The method receives a second image of the geographical ...
Machine Learning Patent Pack
Download 434+ patent application PDFs
Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Techniques to respond to user requests using natural-language machine learning based on example conversations
Facebook, Inc.
October 12, 2017 - N°20170293681

Techniques to response to user requests using natural-language machine learning based on example conversations are described. In one embodiment, an apparatus may comprise a bot application interface component operative to receive an example-interaction repository, the example-interaction repository comprising a plurality of example user-to-bot interactions; and an interaction processing component operative to submit the example-interaction repository to a natural-language machine learning ...
Methods and systems for optimized selection of data features for a neuro-linguistic cognitive artifical intelligence ...
Facebook, Inc.
October 12, 2017 - N°20170293606

Techniques are disclosed to optimize feature selection in generating betas for a feature dictionary of a neuro-linguistic cognitive ai system. A machine learning engine receives a sample vector of input data to be analyzed by the neuro-linguistic cognitive ai system. The neuro-linguistic cognitive ai system is configured to generate multiple feature words for each of a plurality of sensors. The ...
Automatically optimizing analytics database server
Ifwizard Corporation
October 12, 2017 - N°20170293474

A system and method for automatically optimized statistical analysis by computer is disclosed. Given a programmatic definition of the data model, the system generates, manages, and interfaces optimized computer code for use by higher level client applications. The method by which the computer generated code is transparently compiled and linked for remote access by clients provides near peak numerical efficiency ...
Generating of 3d-printed custom wearables
Wiivv Wearables Inc.
October 12, 2017 - N°20170293286

Disclosed is a platform for generating and delivering 3-d printed wearables. The platform includes scanning, image processing, machine learning, computer vision, and user input to generate a printed wearable. Scanning occurs in a number of ways across a number of devices. The variability of scanning generates a number of scanning output types. Outputs from the scanning process are normalized into ...
Control system with machine learning time-series modeling
Accenture Global Solutions Limited
October 12, 2017 - N°20170293269

An unsupervised machine learning model can make prediction on time series data. Variance of time-varying parameters for independent variables of the model may be restricted for continuous consecutive time intervals to minimize overfitting. The model may be used in a control system to control other devices or systems. If predictions for the control system are for a higher granularity time ...
Video analytics device
Accenture Global Solutions Limited
October 05, 2017 - N°20170289226

A device may communicate with a group of devices to obtain data regarding a set of events occurring for the group of devices. The device may process the data regarding the set of events to remove a subset of data entries, from the data, that is associated with an anomalous event. A first layer of analysis may relate to the ...
System for annotation of electronic messages with contextual information
Mimecast North America, Inc.
October 05, 2017 - N°20170289080

A system that transforms electronic messages into annotated messages that include contextual information to aid a recipient in utilizing the electronic message, understanding its meaning, and responding to the message. Annotations are additions or modifications to the original message with contextual information that is related to the features and contents of the original message. Message features are extracted and used ...
Machine Learning Patent Pack
Download 434+ patent application PDFs
Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
inventor
  • 434+ full patent PDF documents of Machine Learning-related inventions.
  • Exact USPTO filing data with full-text, images, drawings & claims.
  • Index pages: Table View and Image-Grid View layouts. All images in each PDF.
Advertisement conversion prediction based on unlabeled data
Facebook, Inc.
October 05, 2017 - N°20170286997

Embodiments are disclosed for predicting target events occurrence for an advertisement campaign. A computing device according to some embodiments assigns a label to an advertisement as unlabeled, in response to a notification that a prerequisite event occurs for the advertisement. The device generates feature vectors based on data that relate to the advertisement. The device further trains a machine learning ...
Bulk dispute challenge system
Microsoft Technology Licensing, Llc
October 05, 2017 - N°20170286962

In one example, a bulk dispute challenge system may select disputes to challenge from a bulk set of dispute events based on a probability of success and a return on investment. The bulk dispute challenge system may receive a dispute success model that calculates a predicted probability of success for disputes generated by applying a machine learning model to a ...
Systems and methods to develop training set of data based on resume corpus
Facebook, Inc.
October 05, 2017 - N°20170286914

Systems, methods, and non-transitory computer readable media are configured to acquire a resume corpus. The resume corpus is processed to generate resume tokens. A machine learning model is trained based on the resume tokens. The machine learning model is applied to recommend a job classification based on evaluation data.
System and method of a requirement, compliance and resource management
Facebook, Inc.
October 05, 2017 - N°20170286880

A system and/or a method based on a scalable requirement, compliance and resource management methodology for designing a product/service, optimizing relevant processes and enhancing real time and/or near real time collaboration between many users is disclosed. Utilizing, a learning (self-learning) computer, a requirement, compliance and resource management methodology is further integrated with (a) a machine learning/fuzzy/...
Machine learning based procurement system using risk scores pertaining to bids, suppliers, prices, and items
Accenture Global Solutions Limited
October 05, 2017 - N°20170286870

A machine learning based procurement system comprises a machine learning classifier to classify bids. The procurement system determines a price risk score and a supplier risk score for each of the bids based on the classifications, and determines if any of the bids are associated with a high-risk procurement based on comparing the price risk score and the supplier risk ...
Self-service classification system
Accenture Global Solutions Limited
October 05, 2017 - N°20170286869

Systems, technologies and techniques for generating a customized classification model are disclosed. The system and technologies, such as thomson reuters self-service classification™, employ part machine learning and part an user interactive approach to generate a customized classification model. The system combines a novel approach for text classification using a smaller initial set of data to initiate training, with a ...
Merging feature subsets using graphical representation
International Business Machines Corporation
October 05, 2017 - N°20170286866

A system, method and computer program product provides improved performance in machine learning, decision making and similar processes. In one example method, a plurality of individual subsets of features of a dataset comprising multiple features are received. The subsets may be provided by applying one or more feature selection methods to the dataset. Each subset is represented as a graph ...
Systems and methods to identify job titles for connections on a social networking system
Facebook, Inc.
October 05, 2017 - N°20170286865

Systems, methods, and non-transitory computer readable media are configured to determine scores regarding suitability of connections of a user for employment with an organization with which the user is employed based on a first machine learning model. Job titles for which the connections are suited are determined based on a second machine learning model. A user interface for presenting in ...
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