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An Introduction to Feature Extraction - ClopiNet

An Introduction to Feature ExtractionIsabelle Guyon1and Andr e Elisseeff21 ClopiNet , 955 Creston Rd., Berkeley, CA 94708, Research GmbH, Z urich Research Laboratory, S aumerstrasse 4, CH-8803R uschlikon, chapter introduces the reader to the various aspects of Feature extractioncovered in this book. Section1reviews definitions and notations and proposesa unified view of the Feature Extraction problem. Section2is an overview ofthe methods and results presented in the book, emphasizing novel contribu-tions. Section3provides the reader with an entry point in the field of featureextraction by showing small revealing examples and describing simple but ef-fective algorithms.

An Introduction to Feature Extraction Isabelle Guyon1 and Andr´e Elisseeff2 1 ClopiNet, 955 Creston Rd., Berkeley, CA 94708, USA. isabelle@clopinet.com 2 IBM Research GmbH, Z¨urich Research Laboratory, S ¨aumerstrasse 4, CH-8803 R¨uschlikon, Switzerland. ael@zurich.ibm.com This chapter introduces the reader to the various aspects of feature extraction

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