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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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NEW Systems, apparatus, and methods for bit level representation for data processing and analytics
Board Of Regents, The University Of Texas System
February 15, 2018 - N°20180048917

Systems, apparatuses, and methods provide various progressive, bit-level representations of digital data that are useful for a variety of systems and applications within the fields of machine learning, signal and data processing, and data analytics. Systems, apparatus, and methods for such representations incorporate one or more systems for machine learning, predicting, compressing and decompressing data, and are progressive such that ...
NEW Method and apparatus for providing goal oriented navigational directions
Surround.io Corporation
February 15, 2018 - N°20180047288

A method or system is able to refine global positioning system (“gps”) information for guiding a vehicle via extracted metadata using a gps refinement (“gr”) model managed by a virtuous cycle containing sensors, machine learning center (“mlc”), and a cloud based network (“cbn”). The ...
NEW Automatic correction of facial sentiment of portrait images
Adobe Systems Incorporated
February 15, 2018 - N°20180047137

Techniques are disclosed for correcting facial sentiment of digital images. Facial data captured in a target image is analyzed to obtain facial-based sentiment. A favored sentiment is determined based at least in part on the facial-based sentiment. The favored sentiment is then applied to at least one face included in the target image that doesn't reflect the favored sentiment. Analyzing ...
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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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NEW Optimized machine learning system
Google Inc.
February 15, 2018 - N°20180046940

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing machine learning systems. In one aspect a method includes determining an average error of a machine learning system (“mls”). An evaluation function that provides a result that would have been achieved using a specified value of a given parameter is defined. ...
NEW Automated machine learning feature processing
Paypal, Inc.
February 15, 2018 - N°20180046939

Systems and methods for machine learning feature processing are disclosed. An example method includes: selecting a predefined number of machine-based transactions; identifying a first set of features based on the predefined number of machine-based transactions; and applying a machine learning feature selection algorithm to identify a second set of features. The second set of features is smaller than the first ...
NEW System and method for ground truth evaluation
International Business Machines Corporation
February 15, 2018 - N°20180046938

A method for ground truth generation includes providing training questions to a machine learning system executing on a computer. The machine learning system generates candidate answers to each of the training questions. The method also includes providing the candidate answers to a plurality of subject matter experts for evaluation with respect to the training questions, wherein the evaluation comprises assignment ...
NEW 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.
NEW Aggregate features for machine learning
Twitter, Inc.
February 15, 2018 - N°20180046918

An example system includes a memory store of aggregate definitions. Each aggregate definition specifies a key value, an output store, a feature, a half-life value, and an aggregate operation metric to apply to a cross of the feature and the half-life value to generate aggregate metrics. The system also includes an aggregation engine that generates aggregate feature records from the ...
NEW Deep machine learning to predict and prevent adverse conditions at structural assets
Google Inc.
February 15, 2018 - N°20180046910

The present disclosure provides systems and methods that use machine-learned models, such as deep neural networks, to predict and prevent adverse conditions at structural assets. One example method includes obtaining data descriptive of a plurality of images that depict at least a portion of a geographic area that contains a first structural asset. The plurality of images include at least ...
NEW Active rfid-based real time location systems
International Business Machines Corporation
February 15, 2018 - N°20180046890

A computer-implemented method includes identifying one or more tag readers. The one or more of tag readers are positioned peripherally to a region. The computer-implemented method further includes receiving a signal, by at least one of the one or more tag readers, from a tag. The computer-implemented method further includes determining a received signal strength indication for at least one ...
NEW Method and apparatus for providing driver information via audio and video metadata extraction
Surround.io Corporation
February 15, 2018 - N°20180046870

A method and/or system is able to provide driver fingerprint via metadata extraction managed by a driver rating (“dr”) model trained by a machine learning center (“mlc”) coupled to a cloud based network (“cbn”). In one embodiment, a dr system includes a set of outward facing cameras, ...
NEW Method and apparatus for providing information via collected and stored metadata using inferred attentional model
Surround.io Corporation
February 15, 2018 - N°20180046869

A method and/or system is able to improve vehicle safety via metadata extraction by an inferred attentional (“ia”) model trained by a virtuous cycle containing sensors, machine learning center (“mlc”), and cloud based network (“cbn”). In one aspect, the system includes a set of outward facing camera, ...
NEW Parallel processing apparatus and job management method
Fujitsu Limited
February 15, 2018 - N°20180046505

A parallel processing apparatus includes a plurality of calculation processors configured to execute a job, a memory configured to store information of an executed job before a target job is submitted, an execution exit code of the executed job, the target job, a submitted job before the target job is submitted, and a time difference between a timing of an ...
NEW Detecting scripted or otherwise anomalous interactions with social media platform
Twitter, Inc.
February 15, 2018 - N°20180046475

A computer system receives an account creation request for a social media platform created and sent using a frontend component. An application programming interface (api) call sequence associated with the account creation request is received from the frontend component. The api call sequence can reflect api calls registered by the frontend component in connection with creation of the account creation ...
NEW 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.
NEW Operation management system having sensor and machine learning unit
Fanuc Corporation
February 15, 2018 - N°20180046150

An operation management system includes a sensor for obtaining data on an operator and a cell control device connected to the sensor. The cell control device includes a sensor management unit for managing information from the sensor; an operator monitor unit for monitoring at least one of the motion amount and condition amount of the operator; a learning unit for ...
NEW Prediction in building automation
Siemens Industry, Inc.
February 15, 2018 - N°20180046149

Degraded or other performance may be predicted with a machine-learnt classifier. Based on operation of many building automation systems, machine learning is applied. The machine learning creates a predictor. The machine-learnt predictor is applied to the operation data of any building automation system to predict future failure or other event, providing prognostics that may be used to plan maintenance and/...
NEW Automated full-chip design space sampling using unsupervised machine learning
Globalfoundries Inc.
February 15, 2018 - N°20180046072

An illustrative method includes reading in a layout as current layout to be analyzed, splitting the current layout into n sub-layouts, where n is a positive integer, such that each sub-layout fits into a predetermined memory, performing a clustering step for each of the sub-layouts, including scanning the respective sub-layout for features and converting each sub-layout into a set of ...
NEW Container fill level indication system using a machine learning algorithm
Sonicu, Llc
February 15, 2018 - N°20180044159

A liquid container refill management system including a machine learning algorithm and method of training the same, the system and method making use of noninvasive tank-in-tank measuring techniques. The system can comprise of a container fill level indicator. The container fill level indicator can be capable of detecting a vibration response signal on the outer surface of a container, wherein ...
NEW Bearing diagnostic device
Okuma Corporation
February 15, 2018 - N°20180043492

A bearing diagnostic device includes an identification unit and an obtaining unit. The identification unit is configured such that a feature quantity, an operation condition of a main spindle at a measurement of the feature quantity, and specification data of the bearing used for the main spindle are preliminarily configured as inputs. The identification unit is configured such that a ...
NEW Method and system for synthesizing virtual high dose or high kv computed tomography images from ...
Siemens Healthcare Gmbh
February 15, 2018 - N°20180042564

A method and apparatus for medical image synthesis is disclosed, which synthesizes a target medical image based on a source medical image. The method can be used for synthesizing a high dose computed tomography (ct) image or a high kv ct image from a low dose ct image or a low kv image. A plurality of image patches are extracted ...
NEW Fast, continuous psychometric estimation system utilizing machine learning and associated method of use
Washington University
February 15, 2018 - N°20180042541

A method and system for of computerized psychometric testing of sensory information that includes selecting stimulus parameters for a first stimulus to be applied with a stimulus inducer, applying a first stimulus on a subject with the stimulus inducer upon command of a processor, calculating a posterior probability function and an acquisition function at least based on the subject's response ...
Active airborne noise abatement
Amazon Technologies, Inc.
February 08, 2018 - N°20180040316

Noises that are to be emitted by an aerial vehicle during operations may be predicted using one or more machine learning systems, algorithms or techniques. Anti-noises having equal or similar intensities and equal but out-of-phase frequencies may be identified and generated based on the predicted noises, thereby reducing or eliminating the net effect of the noises. The machine learning systems, ...
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