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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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Artificial intelligence-based network advisor
Tupl, Inc.
December 07, 2017 - N°20170353991

A network fix application may automatically determine a root cause of an issue with a wireless carrier network and generate a network fix prioritization to implement a solution for the root cause before receiving a customer or network trouble ticket. Initially, a data adaptor platform may receive performance data regarding user device and network components of a wireless carrier network ...
Machine learning based anomaly detection
Netskope, Inc.
December 07, 2017 - N°20170353477

The technology disclosed relates to machine learning based anomaly detection. In particular, it relates to constructing activity models on per-tenant and per-user basis using an online streaming machine learner that transforms an unsupervised learning problem into a supervised learning problem by fixing a target label and learning a regressor without a constant or intercept. Further, it relates to detecting anomalies ...
System and method of using a machine learning algorithm to meet sla requirements
Cisco Technology, Inc.
December 07, 2017 - N°20170353361

A method includes collecting, at a monitoring and recovery node, a virtual network function key performance index data through multiple channels from a corresponding containerized virtual network function. The method includes maintaining, at the monitoring and recovery node, state information of the corresponding containerized virtual network function and running, at the monitoring and recovery node, a machine learning algorithm that, ...
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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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Method and system for motion analysis and fall prevention
Here Global B.v.
December 07, 2017 - N°20170352240

A system and method of motion analysis, fall detection, and fall prediction using machine learning and classifiers. A wearable motion sensor for collecting and transmitting motion data for use in a fall prediction model using features and parameters to classify the motion data and notify when a fall is emergent. Using machine learning, the fall prediction model can be created, ...
Computerized analysis of computed tomography (ct) imagery to quantify tumor infiltrating lymphocytes (tils) in non-small ...
Case Western Reserve University
December 07, 2017 - N°20170352157

Methods, apparatus, and other embodiments predict tumor infiltrating lymphocyte (til) density from pre-surgical computed tomography images of a region of tissue demonstrating non-small cell lung cancer (nsclc). One example apparatus includes a set of circuits that includes an image acquisition circuit that accesses a radiological image of a region of tissue demonstrating cancerous pathology, where the radiological image has a ...
Machine learning risk factor identification and mitigation system
Midwest Employers Casualty Company
December 07, 2017 - N°20170352105

A system performing machine learning to predict and identify claims that have a high likelihood of migrating across a predetermined risk threshold and to generate intervention strategies to mitigate the likelihood of migration. The processing system includes a computer server, database engine, computer programming instructions, network connectivity, associated claims, payment, medical, pharmacy and other relevant data, a plurality of statistical ...
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.
Machine learning for determining confidence for reclamation of storage volumes
International Business Machines Corporation
December 07, 2017 - N°20170351968

A method, system and computer product for performing storage maintenance is described. A training set for storage volume reclamation is received. The training set includes a set of storage parameters, each set of storage parameters corresponds to a respective candidate storage volume of a set of candidate storage volumes. The training set also includes a set of user decisions made ...
System and method for distributed intelligent pattern recognition
Mutualink, Inc.
December 07, 2017 - N°20170351940

Embodiments include a system, method, and computer program product for distributed intelligent pattern recognition. Embodiments include a cooperative multi-agent detection system that enables an array of disjunctive devices (e. G., cameras, sensors) to selectively cooperate to identify objects of interest over time and space, and to contribute an object of interest to a shared deep learning pattern recognition system based ...
Predicting response to pemetrexed chemotherapy in non-small cell lung cancer (nsclc) with baseline computed tomography (...
Case Western Reserve University
December 07, 2017 - N°20170351939

Methods, apparatus, and other embodiments predict response to pemetrexed based chemotherapy. One example apparatus includes an image acquisition circuit that acquires a radiological image of a region of tissue demonstrating nsclc that includes a region of interest (roi) defining a tumoral volume, a peritumoral volume definition circuit that defines a peritumoral volume based on the boundary of the roi and ...
Document field detection and parsing
The Neat Company, Inc. D/b/a Neatreceipts, Inc.
December 07, 2017 - N°20170351913

A system and method for invoice field detection and parsing includes the steps of extracting character bounding blocks using optical character recognition (ocr) or digital character extraction (dce), enhancing the image quality, analyzing the document layout based on imaging techniques, detecting the invoice field based on the machine learning techniques, and parsing the invoice field value based on the content ...
Health provider matching service
Lyra Health, Inc.
December 07, 2017 - N°20170351830

A health provider matching service is provided to match patients to health providers based on a semantic relationship graph of data associated with conditions of patients. Using natural language processing, the service identifies terms describing symptoms, treatments, and health providers associated with a condition. The service then identifies semantic relations among the terms and probability distributions of the terms to ...
Data driven analysis, modeling, and semi-supervised machine learning for qualitative and quantitative determinations
Grand Rounds, Inc.
December 07, 2017 - N°20170351819

Systems and methods are provided for data driven analysis, modeling, and semi-supervised machine learning for qualitative and quantitative determinations. The systems and methods include obtaining data associated with individuals, and determining features associated with the individuals based on the data and similarities among the individuals based on the features. The systems and methods can label some individuals as exemplary, generate ...
Relation extraction across sentence boundaries
Microsoft Technology Licensing, Llc
December 07, 2017 - N°20170351749

Systems, methods, and computer-readable media for providing entity relation extraction across sentences in a document using distant supervision. In some examples, a computing device can receive an input, such as a document comprising a plurality of sentences. The computing device can identify syntactic and/or semantic links between words in a sentence and/or between words in different sentences, and ...
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.
Visual representation of signal strength using machine learning models
International Business Machines Corporation
November 30, 2017 - N°20170347275

Information about a signal device is received at a first location in a first physical environment. The signal device broadcasts a signal to a computing device. A first indication is received from the computing device. The first indication includes a first strength of signal of the signal device received by the computing device. Whether the first strength of signal is ...
Machine learning for visual processing
Magic Pony Technology Limited
November 30, 2017 - N°20170347061

A method for developing an enhancement model for low-quality visual data, the method comprising the steps of receiving one or more sections of higher-quality visual data; and training a hierarchical algorithm. The hierarchical algorithm is operable to increase the quality of one or more sections of lower-quality visual data so as to substantially reproduce the one or more sections of ...
System and method for generating manually designed and automatically optimized spoken dialog systems
Nuance Communications, Inc.
November 30, 2017 - N°20170345413

Disclosed herein are systems, computer-implemented methods, and tangible computer-readable storage media for generating a natural language spoken dialog system. The method includes nominating a set of allowed dialog actions and a set of contextual features at each turn in a dialog, and selecting an optimal action from the set of nominated allowed dialog actions using a machine learning algorithm. The ...
Quantification of user receptiveness via machine learning
Uber Technologies, Inc.
November 30, 2017 - N°20170345078

A server provides communications to users and evaluates actions of the users after the provision of the communications to determine how receptive the various users are to such communications. Receptiveness is determined through a training process involving the formation of training sets based on whether users a test set of users were receptive to a previous set of communications, the ...
Machine learning for determining products to upsell or cross-sell
Linkedin Corporation
November 30, 2017 - N°20170345035

In an example embodiment, a server accesses, for a plurality of customer accounts within a professional networking service, a plurality of features of the customer accounts stored with the professional networking service. The server accesses, for the plurality of customer accounts within the professional networking service, past sales records of products from the professional networking service to the plurality of ...
Continuously provisioning large-scale machine learning models
Samsung Sds America, Inc.
November 30, 2017 - N°20170344910

An approach for continuously provisioning machine learning models, executed by one or more computer nodes to provide a future prediction in response to a request from one or more client devices, is provided. The approach generates, by the one or more computer nodes, a machine learning model. The approach determines, by the one or more computer nodes, whether the machine ...
Machine learning device, failure prediction device, machine system and machine learning method for learning end-of-life ...
Fanuc Corporation
November 30, 2017 - N°20170344909

A machine learning device learning a condition associated with an end-of-life failure of an electronic component in network-connected equipment connected to a network, including a state observation unit that observes a state variable obtained based on at least one of a hardware configuration, manufacturing information, an operating status, a use condition, and an output from a sensor detecting a state ...
Information processing apparatus, information processing method and program
Sony Corporation
November 30, 2017 - N°20170344907

An information processing apparatus includes a control unit that creates a plurality of learning information items including an input image and a teacher image as an expected value by image-processing the input image in accordance with a scenario described with a program code, and supplies the created plurality of learning information items to a machine learning module that composes an ...
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