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Using similar classification tasks in feature extractor learning

Abstract

The article presents and experimentally verify the idea of automatic construction of feature extractors in classification problems. The extractors are created by genetic programming techniques using classification examples taken from other problems then the problem under consideration.

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Details

Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Title of issue:
Image Processing & Communications Challenges (IPC'2009) strony 136 - 143
Language:
English
Publication year:
2009
Bibliographic description:
Dembski J., Jędruch W.: Using similar classification tasks in feature extractor learning// Image Processing & Communications Challenges (IPC'2009)/ ed. eds. Ryszard S. Choraś, Antoni Zabłudowski. Warszawa: Academy Publishing House EXIT, 2009, s.136-143
Verified by:
Gdańsk University of Technology

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