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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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User state model adaptation through machine driven labeling
June 15, 2017 - N°20170169715

Embodiments herein relate to generating a personalized model using a machine learning process, identifying a learning engagement state of a learner based at least in part on the personalized model, and tailoring computerized provision of an educational program to the learner based on the learning engagement state. An apparatus to provide a computer-aided educational program may include one or more ...
Traffic signal timing estimation using an artificial neural network model
Nissan North America, Inc.
June 15, 2017 - N°20170169705

A method and apparatus for traffic signal timing estimation are disclosed. Traffic signal timing estimation may include a vehicle identifying transportation network information representing a vehicle transportation network including an intersection. The transportation network information may include expected traffic control device state information corresponding to the intersection, such as an artificial neural network based machine learning model trained for the ...
Dynamic estimation of geographical locations using multiple data sources
International Business Machines Corporation
June 15, 2017 - N°20170169532

Estimating context aware information associated with a geographical location may include receiving information associated with the geographical location from a plurality of different data source. The information may be combined with social media input received via a social media server. User context may be determined. A machine learning algorithm may be executed to determine a plurality of risks associated with ...
Machine Learning Patent Pack
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Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
For professional research & prior art discovery
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  • 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.
Ground truth improvement via machine learned similar passage detection
International Business Machines Corporation
June 15, 2017 - N°20170169355

A mechanism is provided in a data processing system to improve ground truth in a question answering cognitive system. The mechanism trains a similar passage machine learning model for a similar passage cognitive system using a question and answer key to form a trained similar passage machine learning model. The question and answer key comprises a list of question and ...
Regression testing question answering cognitive computing systems by applying ground truth virtual checksum techniques
International Business Machines Corporation
June 15, 2017 - N°20170169354

A mechanism is provided in a data processing system for performing regression testing on a question answering system instance. The mechanism trains a machine learning model for a question answering system using a ground truth virtual checksum as part of a ground truth including domain-specific ground truth. The ground truth virtual checksum comprises a set of test questions, an answer ...
Method and system for extracting, verifying and cataloging technical information from unstructured documents
Agile Data Decisions Llc
June 15, 2017 - N°20170169103

Information extraction methods for use in extracting values from unstructured documents for predetermined or user-specified attributes into structured databases are provided herein. Methods include (a) automatically training machine learning models for extracting values from unstructured documents such that the values of the attributes are known for those training documents but the locations of the values in the documents are not ...
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.
Smoothing images using machine learning
Adobe Systems Incorporated
June 08, 2017 - N°20170161876

Smoothing images using machine learning is described. In one or more embodiments, a machine learning system is trained using multiple training items. Each training item includes a boundary shape representation and a positional indicator. To generate the training item, a smooth image is downscaled to produce a corresponding blocky image that includes multiple blocks. For a given block, the boundary ...
Methods and systems for targeted advertising using machine learning techniques
Rovi Guides, Inc.
June 08, 2017 - N°20170161773

Methods and systems have been provided for matching advertising requests (e. G., for advertisements in an advertising campaign) to advertising events (e. G., during display of a media asset or within a media guidance application) based on predicted viewership information determined using machine learning techniques. Performance of an artificial neural network (ann) based approach and a support vector machine (svm) ...
Methods and systems for targeted advertising using machine learning techniques
Rovi Guides, Inc.
June 08, 2017 - N°20170161772

Methods and systems have been provided for predicting viewership information for advertising events (e. G., during display of a media asset or within a media guidance application). Performance of an artificial neural network (ann) based approach and a support vector machine (svm) based approach have been described, along with a hybrid approach that combines information from the ann and svm ...
Systems and methods for interactive annuity product services using machine learning modeling
Rovi Guides, Inc.
June 08, 2017 - N°20170161758

A server computing device generates an input data set by determining a set of user information, a set of market index information, and available annuity products. A machine learning processor executes a price optimization module to traverse a computer-generated annuity matching model and select a subset of the available annuity products that are associated with product characteristics that match user ...
Predicting event types and time intervals for projects
International Business Machines Corporation
June 08, 2017 - N°20170161660

One embodiment provides a method comprising mapping project attributes for past projects to a first parameter set associated with a first model that models distribution of event types of project events, and a second parameter set associated with a second model that models distribution of the time intervals of project events. Specifically, machine learning is applied to a set of ...
Machine learning classifier
Accenture Global Solutions Limited
June 08, 2017 - N°20170161643

A machine learning classifier system includes a data set processing subsystem to generate a training set and a validation set from multiple data sources. Classifier hardware induces a classifier according to the training set, and tests the classifier according to the validation set. A buffer connected to the classifier hardware stores data objects to be classified, and a register connected ...
Regularization of machine learning models
Google Inc.
June 08, 2017 - N°20170161640

Methods, systems, and apparatus, including computer programs encoded on computer storage medium, for regularizing feature weights maintained by a machine learning model. The method includes actions of obtaining a set of training data that includes multiple training feature vectors, and training the machine learning model on each of the training feature vectors, comprising, for each feature vector and for each ...
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.
Generative machine learning systems for drug design
Preferred Networks, Inc.
June 08, 2017 - N°20170161635

In various embodiments, the systems and methods described herein relate to generative models. The generative models may be trained using machine learning approaches, with training sets comprising chemical compounds and biological or chemical information that relate to the chemical compounds. Deep learning architectures may be used. In various embodiments, the generative models are used to generate chemical compounds that have ...
Image based captcha challenges
Google Inc.
June 08, 2017 - N°20170161477

Systems and methods of determining image characteristics are provided. More particularly, a first image having an unknown characteristic can be obtained. The first image can be provided to a plurality of user devices in a verification challenge. The verification challenge can include one or more instructions to be presented to a user of each user device. The instructions being determined ...
Machine learning based software program repair
Fujitsu Limited
June 08, 2017 - N°20170161182

According to an aspect of an embodiment, a method may include identifying a fault location in a software program using a test suite. The method may further include determining, using machine learning, a repair effectiveness indication that indicates a potential effectiveness of performing a potential repair operation at the fault location. In addition, the method may include prioritizing implementing a ...
Techniques for processing queries relating to task-completion times or cross-data-structure interactions
Fujitsu Limited
June 08, 2017 - N°20170161105

Methods and systems disclosed herein relate generally to data processing by applying machine learning techniques to iteration data to identify anomaly subsets of iteration data. More specifically, iteration data for individual iterations of a workflow involving a set of tasks may contain a client data set, client-associated sparse indicators and their classifications, and a set of processing times for the ...
Microbial strain improvement by a htp genomic engineering platform
Zymergen, Inc.
June 08, 2017 - N°20170159045

The present disclosure provides a htp microbial genomic engineering platform that is computationally driven and integrates molecular biology, automation, and advanced machine learning protocols. This integrative platform utilizes a suite of htp molecular tool sets to create htp genetic design libraries, which are derived from, inter alia, scientific insight and iterative pattern recognition. The htp genomic engineering platform described herein ...
Machine learning device, laminated core manufacturing apparatus, laminated core manufacturing system, and machine learning method ...
Fanuc Corporation
June 08, 2017 - N°20170157767

A machine learning device which learns an operation of a laminated core manufacturing apparatus for stacking a plurality of core sheets to manufacture a laminated core, wherein the machine learning device includes a state observation unit which observes states of the core sheets and the laminated core manufacturing apparatus; and a learning unit which updates a manipulated variable for stacking ...
Correction of demodulation errors based on machine learning
Verizon Patent And Licensing Inc.
June 01, 2017 - N°20170155476

A method, a device, and a non-transitory storage medium having instructions to receive data and first channel information pertaining to a transmission of the data; store first constellation data and demodulate the data; determine whether any error exists pertaining to the data; receive retransmitted data and second channel information when an error exists; demodulate the retransmitted data; calculate error vector ...
Machine learning device, motor control system, and machine learning method for learning cleaning interval of ...
Fanuc Corporation
June 01, 2017 - N°20170155354

A machine learning device which learns the cleaning frequency of a fan motor which cools an electric motor mounted in a machine includes a state observation unit which observes the state of the machine, and a learning unit which updates an action value table for cleaning the fan motor, on the basis of a state variable observed by the state ...
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