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Proceedings of Machine Learning Research | Proceedings of the Fourth International Workshop on Feature Selection in Data Mining Held in Hyderabad, India on 21 June 2010 Published as Volume 10 by the Proceedings of Machine Learning Research on 26 May 2010. Volume Edited by: Huan Liu Hiroshi Motoda Rudy Setiono Zheng Zhao Series Editors: Neil D. Lawrence
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Volume 10: Feature Selection in Data Mining, 21 June 2010, Hyderabad, India

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Editors: Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao

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Contents:

Preface

Preface

Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:1-3

Accepted Papers

Feature Selection: An Ever Evolving Frontier in Data Mining

Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:4-13

Feature Selection, Association Rules Network and Theory Building

Sanjay Chawla; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:14-21

A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies

Elham Salehi, Jayashree Nyayachavadi, Robin Gras; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:22-34

Attribute Selection Based on FRiS-Compactness

Nikolay Zagoruiko, Irina Borisova, Vladimir Dyubanov, Olga Kutnenko; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:35-44

Effective Wrapper-Filter hybridization through GRASP Schemata

Mohamed Amir Esseghir; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:45-54

Feature Extraction for Machine Learning: Logic-Probabilistic Approach

Vladimir Gorodetsky, Vladimir Samoylov; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:55-65

Feature Extraction for Outlier Detection in High-Dimensional Spaces

Hoang Vu Nguyen, Vivekanand Gopalkrishnan; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:66-75

Feature Selection for Text Classification Based on Gini Coefficient of Inequality

Ranbir Sanasam, Hema Murthy, Timothy Gonsalves; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:76-85

Increasing Feature Selection Accuracy for L1 Regularized Linear Models

Abhishek Jaiantilal, Gregory Grudic; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:86-96

Learning Dissimilarities for Categorical Symbols

Jierui Xie, Boleslaw Szymanski, Mohammed Zaki; Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, PMLR 10:97-106

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