IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stochastic feature selection with distributed feature spacing for hyperspectral data

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)

Author(s): Clark, J.D. ; Mendenhall, M.J. ; Peterson, G.L.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Reykjavik, Iceland, Iceland
Conference Date: 14 June 2010
Page(s): 1 - 4
ISBN (Electronic): 978-1-4244-8907-7
ISBN (Paper): 978-1-4244-8906-0
DOI: 10.1109/WHISPERS.2010.5594951
Regular:

Feature subset selection is a well studied problem in machine learning. One short-coming of many methods is the selection of highly correlated features; a characteristic of hyperspec-tral data. A... View More

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