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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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Automated learning universal gateway
Fujitsu Limited
June 14, 2018 - N°20180167467

A gateway includes a communication interface and a processor. The processor is configured to receive, via the communication interface, a graphical representation of a device to be connected to the gateway, the graphical representation being in an electronic format.
System and method for simplifying mandatory access control policies
Wanclouds Inc.
June 14, 2018 - N°20180167415

This invention relates to a system and method for simplifying mandatory access control policies. A central dashboard provides a single location for managing policies across multiple environments.
Malware analysis and recovery
Ut Battelle, Llc
June 14, 2018 - N°20180167403

A system and method detects malware by processing notifications from an intrusion detection system and baseline snapshots from an image capture utility. The image capture utility constructs an image of the suspected malware intrusion and links the suspected malware intrusion to the baseline snapshots.
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Machine Learning Patent Applications
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  • 434+ full patent PDF documents of Machine Learning-related inventions.
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Automated object and activity tracking in a live video feed
The Boeing Company
June 14, 2018 - N°20180165934

An apparatus is provided for automated object and activity tracking in a live video feed. The apparatus receives and processes a live video feed to identify a plurality of objects and activities therein.
Automatic generation of fundus drawings
Microsoft Technology Licensing, Llc
June 14, 2018 - N°20180165850

Techniques for automating the generation and analysis of fundus drawings are described. Captured images undergo image processing to extract information about image features.
Distributed and automated transaction systems
Bodega Ai, Inc.
June 14, 2018 - N°20180165728

Methods and apparatus are described that use machine vision and machine learning to eliminate many of the steps of a typical retail transaction. For example, implementations are contemplated in which a user simply removes an item from a retail location to effect the transaction..
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.
Domain classification
Trend Micro Incorporated
June 14, 2018 - N°20180165607

In one example in accordance with the present disclosure, a method for domain classification includes sorting a set of sample domains into leaves based on syntactical features of the domains. Each sample domain belongs to a family of domains.
Machine learning-based patent quality metric
June 14, 2018 - N°20180165605

A machine-learning based artificial intelligence device for finding an estimate of patent quality, such as patent lifetime or term is disclosed. Such a device may receive a first set of patent data and generate a list of binary classifiers.
Systems and methods for automating data science machine learning analytical workflows
U2 Science Labs A Montana
June 14, 2018 - N°20180165604

Systems and methods for automating data science machine learning using analytical workflows are disclosed that provide for user interaction and iterative analysis including automated suggestions based on at least one analysis of a dataset.. .
Hybrid reward architecture for reinforcement learning
Microsoft Technology Licensing, Llc
June 14, 2018 - N°20180165603

Aspects provided herein are relevant to machine learning techniques, including decomposing single-agent reinforcement learning problems into simpler problems addressed by multiple agents. Actions proposed by the multiple agents are then aggregated using an aggregator, which selects an action to take with respect to an environment.
Scalability of reinforcement learning by separation of concerns
Microsoft Technology Licensing, Llc
June 14, 2018 - N°20180165602

Aspects provided herein are relevant to machine learning techniques, including decomposing single-agent reinforcement learning problems into simpler problems addressed by multiple agents. Actions proposed by the multiple agents are then aggregated using an aggregator, which selects an action to take with respect to an environment.
Tomography and generative data modeling via quantum boltzmann training
Microsoft Technology Licensing, Llc
June 14, 2018 - N°20180165601

Quantum neural nets, which utilize quantum effects to model complex data sets, represent a major focus of quantum machine learning and quantum computing in general. In this application, example methods of training a quantum boltzmann machine are described.
Machine learning model evaluation in cyber defense
Resurgo, Llc
June 14, 2018 - N°20180165597

Testing machine learning sensors by adding obfuscated training data to test data, and performing real time model fit analysis on live network traffic to determine whether to retrain.. .
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.
Systems and methods for determining sentiments in conversations in a chat application
Facebook, Inc.
June 14, 2018 - N°20180165582

Systems, methods, and non-transitory computer readable media can obtain a conversation of a user in a chat application associated with a system, where the conversation includes one or more utterances by the user. An analysis of the one or more utterances by the user can be performed.
Electronic apparatus, method of providing guide and non-transitory computer readable recording medium
Samsung Electronics Co., Ltd.
June 14, 2018 - N°20180165581

The present disclosure relates to an artificial intelligence (ai) system that utilizes a machine learning algorithm such as deep learning and the like, and an application thereof. In particular, an electronic apparatus, a guide providing method thereof, and a non-transitory computer-readable recording medium are provided.
Parking-lot-navigation system and method
Ford Global Technologies, Llc
June 14, 2018 - N°20180164830

A system and method for assisted or autonomous parking of a vehicle is disclosed. The method may begin when the vehicle approaches a feeder lane within a parking lot.
Auto defect screening using adaptive machine learning in semiconductor device manufacturing flow
Dmo Systems Limited
June 14, 2018 - N°20180164792

A system for auto defect screening using adaptive machine learning includes an adaptive model controller, a defect/nuisance library and a module for executing data modeling analytics. The adaptive model controller has a feed-forward path for receiving a plurality of defect candidates in wafer inspection, and a feedback path for receiving defects of interest already screened by one or more ...
Numerical controller and machine learning device
Fanuc Corporation
June 14, 2018 - N°20180164781

To provide a numerical controller and a machine learning device that predict an abnormality, based on machine learning with perception of temporal change in data. The numerical controller includes the machine learning device provided with a learning unit that conducts machine learning of trends in operation of a machine on occasions of occurrence of abnormalities in the machine, based on ...
Controller, control program, and control method
Omron Corporation
June 14, 2018 - N°20180164770

A controller includes a feature quantity generation unit that generates, from data associated with a control target, a feature quantity appropriate for detecting an abnormality in the control target, a machine learning unit that performs machine learning using the feature quantity, an abnormality detection unit that detects the abnormality based on an abnormality detection parameter determined from a learning result ...
Control system, control program, and control method
Omron Corporation
June 14, 2018 - N°20180164768

A control system includes a controller for controlling a control target and redundant devices accessible from the controller. The control system includes a feature quantity generation unit that generates a feature quantity from data associated with the redundant devices, an abnormality detection unit that determines whether an abnormality has occurred in one of the redundant devices based on the feature ...
Machine learning device, cnc device and machine learning method for detecting indication of occurrence of ...
Fanuc Corporation
June 14, 2018 - N°20180164757

A machine learning device for detecting an indication of an occurrence of chatter in a tool for a machine tool, includes a state observation unit which observes at least one state variable of a vibration of the machine tool itself, a vibration of a building in which the machine tool is installed, an audible sound, an acoustic emission and a ...
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