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» Non-monotonic feature selection

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JMLR
2010

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Feature Selection, Association Rules Network and Theory Building

13 years 2 months ago

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As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...

Sanjay Chawla

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ICIP
2009
IEEE

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Object tracking by bidirectional learning with feature selection

13 years 5 months ago

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This paper proposes a new tracking algorithm which combines object and background information, via building object and background appearance models simultaneously by nonparametric...

Heng Wang, Xinwen Hou, Cheng-Lin Liu

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AAAI
2011

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A Feasible Nonconvex Relaxation Approach to Feature Selection

12 years 8 months ago

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Variable selection problems are typically addressed under a penalized optimization framework. Nonconvex penalties such as the minimax concave plus (MCP) and smoothly clipped absol...

Cuixia Gao, Naiyan Wang, Qi Yu, Zhihua Zhang

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MMMACNS
2010
Springer

229views Information Technology» more MMMACNS 2010»

A Comparison of Feature-Selection Methods for Intrusion Detection

13 years 5 months ago

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Hai Thanh Nguyen, Slobodan Petrovic, Katrin Franke

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