Classification method of labeled ordered trees using support vector machines

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United States of America Patent

PATENT NO 7130833
SERIAL NO

10385268

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Abstract

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To achieve classification of semistructured data with a Kernel method for labeled ordered trees, instances having a labeled ordered tree structure are input and their inner product is computed, the result of which is used for classification learning of the instances. In the inner product computation, a sum of matches is computed for descendant nodes of non-leaf nodes of the labeled ordered trees by applying dynamic programming based on correspondence in which order of the nodes is maintained.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kashima, Hisashi Yamato, JP 24 249
Koyanagi, Teruo Yamato, JP 18 234

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