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MEMBERS OF RESEARCH CENTER
Research Centre
Data - Algorithms - Decision Making
Data - Algorithms - Decision Making
Established in 2005 under support of MŠMT ČR (project 1M0572)
Publications
Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches
Typ:
Research report
Authors:
Somol P., Novovičová J., Pudil P., Kittler J.
Name of edition:
Research Report
Article number:
2285
Publisher:
ÚTIA AV ČR, v.v.i
Serie:
Praha
Year:
2010
Keywords:
feature selection, dimensionality reduction, survey
Anotation:
Feature Selection has been a subject of extensive research that nowadays extends far beyond the boundaries of statistical pattern recognition. We provide a concise yet wide view of the topic including representative references in an attempt to point out that important results can be easily overlooked or duplicated in a variety of – even indirectly related – research fields.