Volume 10, May 2010

Proceedings of the Fourth International Workshop on Feature Selection in Data Mining
June 21st, 2010, Hyderabad, India

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  Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao: Preface. 1-3
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  Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao: Feature Selection: An Ever Evolving Frontier in Data Mining. 4-13
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  Sanjay Chawla: Feature Selection, Association Rules Network and Theory Building. 14-21
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  Elham Salehi, Jayashree Nyayachavadi, Robin Gras: A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies. 22-34
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  Nikolay G. Zagoruiko, Irina Borisova, Vladimir Dyubanov, Olga Kutnenko: Attribute Selection Based on FRiS-Compactness. 35-44
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  Mohamed Amir Esseghir: Effective Wrapper-Filter hybridization through GRASP Schemata. 45-54
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  Vladimir Gorodetsky, Vladimir Samoilov: Feature Extraction for Machine Learning: Logic-Probabilistic Approach. 55-65
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  Nguyen Hoang Vu, Vivekanand Gopalkrishnan: Feature Extraction for Outlier Detection in High-Dimensional Spaces. 66-75
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  Sanasam Ranbir Singh, Hema A. Murthy, Timothy A. Gonsalves: Feature Selection for Text Classification Based on Gini Coefficient of Inequality. 76-85
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  Abhishek Jaiantilal, Gregory Z. Grudic: Increasing Feature Selection Accuracy for L1 Regularized Linear Models. 86-96
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  Jierui Xie, Boleslaw K. Szymanski, Mohammed J. Zaki: Learning Dissimilarities for Categorical Symbols. 97-106