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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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Machine learning coordinated wireless networking
Netgear, Inc.
April 12, 2018 - N°20180103408

The disclosed methods and systems use artificial intelligence (ai) and machine learning (ml) technologies to model the usage and interference on each channel. For example, units of the system can measure channel interference regularly over the time of day on all radios. The interference information is communicated to the base unit or a cloud server for pattern analysis. Interference measurements ...
Analyzing encrypted traffic behavior using contextual traffic data
Cisco Technology, Inc.
April 12, 2018 - N°20180103056

In one embodiment, a device in a network detects an encrypted traffic flow associated with a client in the network. The device captures contextual traffic data regarding the encrypted traffic flow from one or more unencrypted packets associated with the client. The device performs a classification of the encrypted traffic flow by using the contextual traffic data as input to ...
User profile selection using contextual authentication
Intel Corporation
April 12, 2018 - N°20180103034

In embodiments, apparatuses, methods and storage media (transitory and non-transitory) are described that are associated with user profile selection using contextual authentication. In various embodiments, a first user of a computing device may be authenticated and have an access control state corresponding to a first user profile established, the computing device may select a second user profile based at least ...
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Machine Learning Patent Applications
Download 434+ Machine Learning-related PDFs
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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.
Machine learning coordinated wireless networking
Netgear, Inc.
April 12, 2018 - N°20180102956

The disclosed methods and systems use artificial intelligence (ai) and machine learning (ml) technologies to model the usage and interference on each channel. For example, units of the system can measure channel interference regularly over the time of day on all radios. The interference information is communicated to the base unit or a cloud server for pattern analysis. Interference measurements ...
Generating customizable personal healthcare treatment plans
Viviphi Ltd.
April 12, 2018 - N°20180102190

Personalized treatment plan generation from an inference engine of a system. The system may receive or retrieve data from a plurality of sources and parse the data to generate individual data fields defining characteristics of a patient. The inference engine may process the contents of the individual data fields in relation to rule blocks suggesting certain treatment actions and combinations ...
Aerial vehicle engine health prediction
General Electric Company
April 12, 2018 - N°20180102000

Systems and methods for navigating an unmanned aerial vehicle are provided. One example aspect of the present disclosure is directed to a method for modeling engine health. The method includes receiving, by one or more processors, engine data. The method includes receiving, by the one or more processors, flight test data. The method includes generating, by the one or more ...
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.
Offering personalized and interactive decision support based on learned model to predict preferences from traits
International Business Machines Corporation
April 12, 2018 - N°20180101887

A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a personalized interactive decision support system. A personalized product recommendation module executing within the personalized interactive decision support ...
Impact identification of new product
International Business Machines Corporation
April 12, 2018 - N°20180101804

One embodiment provides a method, including: utilizing at least one processor to execute computer code that performs the steps of: identifying a new product launch having a predetermined time frame; identifying at least one existing maintenance contract expiring within the predetermined time frame; generating at least one machine learning model, wherein the at least one machine learning model identifies influence ...
Ensemble machine learning for structured and unstructured data
Accenture Global Solutions Limited
April 12, 2018 - N°20180101791

A machine learning system includes a data set processing subsystem to store data objects from multiple sources. An ensemble machine learning subsystem and a data search function may execute queries and identify related structured and unstructured data from the stored data objects. The structured and unstructured data may be used to create new data objects.
Parameter version vectors used for deterministic replay of distributed execution of workload computations
International Business Machines Corporation
April 12, 2018 - N°20180101790

A method includes storing parameter versions utilized by learner instances in each of two or more epochs in a parameter receiving buffer of a parameter server, the learner instances performing distributed execution of workload computations of a machine learning algorithm. The method also includes creating a parameter roster in the parameter server comprising parameter version vectors specifying the parameter versions ...
Method for editing machine learning result and information processing apparatus
Fujitsu Limited
April 12, 2018 - N°20180101789

A machine learning result editing program recorded on a recording medium causes a computer to execute a process of generating a group of relevant words on the basis of expressions of words learned by a machine learning processing program that learns the expressions of the words on the basis of input data. The machine learning result editing program causes the ...
Discrete variational auto-encoder systems and methods for machine learning using adiabatic quantum computers
D-wave Systems Inc.
April 12, 2018 - N°20180101784

A computational system can include digital circuitry and analog circuitry, for instance a digital processor and a quantum processor. The quantum processor can operate as a sample generator providing samples. Samples can be employed by the digital processing in implementing various machine learning techniques. For example, the computational system can perform unsupervised learning over an input space, for example via ...
Machine learning of analogic patterns
International Business Machines Corporation
April 12, 2018 - N°20180101780

Embodiments relate to a system, program product, and method for use with an intelligent computer platform to decipher analogical phrases. A phrase is parsed into a set of terms to reveal an analogical pattern. The set of terms are categorized according to syntactic placement and each term is placed into two or more categories according to word type patterns in ...
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 suggesting content
Facebook, Inc.
April 12, 2018 - N°20180101774

Systems, methods, and non-transitory computer-readable media can train a machine learning model to output respective scores for content items based at least in part on information describing a user, wherein a score for a content item measures a likelihood that the user will select the content item to be included in a social profile of the user. A determination is ...
Machine learning classifier and prediction engine for artificial intelligence optimized prospect determination on win/loss ...
The Dun & Bradstreet Corporation
April 12, 2018 - N°20180101771

Embodiments of a system and method for identifying and prioritizing company prospects by training at least one classifier on client company win/loss metrics. One or more classifiers can be trained on a training database compiled from company win/loss database for a client and firmographic data from a robust business entity database. Once trained, the system can employ artificial ...
Method and device for detecting unauthorized tranfer between persons
April 12, 2018 - N°20180101757

A method of confirming the identity of a person who issued a token to signify eligibility for a privilege. Possession token is confirmed to be by the same person by using sensors in the token which track the movements of the person. A machine learning system is trained to evaluate the sensor data detecting transfer of possession of the token. ...
Medical risk factors evaluation
International Business Machines Corporation
April 12, 2018 - N°20180101657

A method, apparatus and computer program product for using a machine learning system to evaluate medical risks are described. A set of symptoms and a set of causal factors is used by the machine learning system to learn a set of association link formulas. Each of the association link formulas is used for calculating an association link strength between a ...
Medical risk factors evaluation
International Business Machines Corporation
April 12, 2018 - N°20180101652

A method, apparatus and computer program product for using machine learning to evaluate medical risks are described. A graphical user interface is provided for entering a set of patient symptoms for a first patient. A query is sent to a medical system containing the set of patient symptoms. A set of causal factors related to the patient symptoms and a ...
System and method for medical image interpretation
Terarecon, Inc.
April 12, 2018 - N°20180101645

An artificial intelligence findings system includes a findings engine that receives medical image data and generates findings based on the medical image data and image interpretation algorithms that take into account stored preferences for a user. A client viewer presents the findings to the user. An adjustment engine allows the user to adjust the findings to produce a report. A ...
Ranking search results using machine learning based models
Salesforce.com, Inc.
April 12, 2018 - N°20180101617

An online system identifies and ranks records using multiple machine learning models in response to a search query. Therefore, the online system can provide selected records that are of the most relevance to a user of a client device that provided the search query. More specifically, the online system applies a first machine learning model that is of low complexity, ...
Machine learning-based data aggregation using social media content
Crowdynews
April 12, 2018 - N°20180101614

Machine learning-based data aggregation using social media content is described herein. An example method includes receiving news content from a plurality of online sources, parsing the news content to determine keywords or phrases related to topics of interest, creating a search query from the keywords or phrases, searching one or more social networks for social media content that matches the ...
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