Accessible machine learning backends

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11216512
APP PUB NO 20200110774A1
SERIAL NO

16380933

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A method may include directing display of a dataset menu listing datasets representative of graphs. The method may include identifying features in the datasets as corresponding to nodes and edges. The method may include selecting local or global mapping to map categorical feature values to numeric values. Local mapping may be selected in response to a distribution of feature values not corresponding across different graphs. Global mapping may be selected in response to a distribution of the feature values corresponding across different graphs. The method may include directing display of configuration settings that indicate the selection between local and global mapping for training a classification model. The method may include obtaining selected configuration settings. The method may include providing the selected configuration settings and datasets to a machine learning backend, which may utilize the machine learning algorithm, datasets, and selected configuration settings to train the classification model.

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Patent Owner(s)

  • FUJITSU LIMITED

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chander, Ajay San Francisco, US 62 1028
Chelian, Suhas San Jose, US 7 83
Fischer, Jeffrey Sunnyvale, US 19 459
Lakshmanan, Vivek San Jose, US 19 240

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