First and second unsupervised learning processes combined...

Details First and second unsupervised learning processes combined... First and second unsupervised learning processes combined...

2011-08-16

2011-08-16

Gaffin, Jeffrey A (Department: 2129)

Data processing: artificial intelligence

Machine learning

C382S161000, C600S509000

Reexamination Certificate

active

08001061

ABSTRACT:
A data processing apparatus includes first and second unsupervised learning process units and a supervised learning process unit. The first unsupervised learning process unit classifies data of a first data group according to unsupervised learning, to perform dimension reduction for the first data group and to obtain first classified data. The second unsupervised learning process unit classifies data of a second data group according to the unsupervised learning, to perform dimension reduction for the second data group and to obtain a second classified data group. The supervised learning process unit performs supervised learning using, as a teacher, the first classified data group obtained by the first unsupervised learning process unit and the second classified data group obtained by the second unsupervised learning process unit to determine a mapping relation between the first classified data group and the second classified data group.

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Zhong, Q., “Research on the Combination of ANN with Hybrid Learning Pattern”, Microcomputer Development, 2001, pp. 58-61.

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