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Semisupervised autoencoder for sentiment analysis
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …
Methods and apparatus for asynchronous and interactive machine learning using word embedding within text-based documents and multimodal documents
A Lockett - US Patent 10,062,039, 2018 - Google Patents
(57) ABSTRACT A machine learning system continuously receives tag signals indicating
membership relations between data objects from a data corpus and tag targets. The …
membership relations between data objects from a data corpus and tag targets. The …
Methods and apparatus for asynchronous and interactive machine learning using attention selection techniques
A Lockett - US Patent 10,108,902, 2018 - Google Patents
(57) ABSTRACT A non-transitory medium includes code representing pro cessor-executable
instructions; the code causes a processor to produce, via a machine learning model, a …
instructions; the code causes a processor to produce, via a machine learning model, a …
Real-time single-view action recognition based on key pose analysis for sports videos
X Dai, J Liu, Z Han, Z Liu - US Patent 9,600,717, 2017 - Google Patents
(57) ABSTRACT A system is provided for real-time single-view action rec ognition for sports
videos based on key pose analysis of the sports videos. A training module of the system …
videos based on key pose analysis of the sports videos. A training module of the system …
Recognizing salient video events through learning-based multimodal analysis of visual features and audio-based analytics
(57) ABSTRACT A computing system for recognizing salient events depicted in a video
utilizes learning algorithms to detect audio and visual features of the video. The computing …
utilizes learning algorithms to detect audio and visual features of the video. The computing …
Primary key-foreign key relationship determination through machine learning
XU Yongming, RD Goyal - US Patent 10,692,015, 2020 - Google Patents
US10692015B2 - Primary key-foreign key relationship determination through machine
learning - Google Patents US10692015B2 - Primary key-foreign key relationship …
learning - Google Patents US10692015B2 - Primary key-foreign key relationship …
System for analysing data relationships to support data query execution
S Harrison, D Rehal - US Patent 10,691,651, 2020 - Google Patents
US10691651B2 - System for analysing data relationships to support data query execution -
Google Patents US10691651B2 - System for analysing data relationships to support data …
Google Patents US10691651B2 - System for analysing data relationships to support data …
Cluster-based video classification
(57) ABSTRACT A classifier training system trains unified classifiers for cat egorizing videos
representing different categories of a cat egory graph. The unified classifiers unify the …
representing different categories of a cat egory graph. The unified classifiers unify the …
Multiple-instance-learning-based video classification
(57) ABSTRACT A classi? er training system trains uni? ed classi? ers for cat egoriZing
videos representing different categories of a cat egory graph. The uni? ed classi? ers unify …
videos representing different categories of a cat egory graph. The uni? ed classi? ers unify …
Method and apparatus for generating video data using textual data
Y Zhang, Z Ye, Y Wang, Y Yang, F Su - US Patent App. 15/897,387, 2018 - Google Patents
US20180249193A1 - Method and apparatus for generating video data using textual data -
Google Patents US20180249193A1 - Method and apparatus for generating video data …
Google Patents US20180249193A1 - Method and apparatus for generating video data …