IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sample Reduction for SVMs via Data Structure Analysis

2007 IEEE International Conference on System of Systems Engineering

Author(s): Defeng Wang ; D.S. Yeung ; C.C.T. Eric
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2007
Conference Location: San Antonio, TX, USA
Conference Date: 16 April 2007
Page(s): 1 - 6
ISBN (CD): 1-4244-1160-2
ISBN (Paper): 1-4244-1159-9
DOI: 10.1109/SYSOSE.2007.4304333
Regular:

This paper presents a new sample reduction algorithm, sample reduction by data structure analysis (SR-DSA), for SVMs to improve their scalability. SR-DSA utilizes data structure information in... View More

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