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JMLR Workshop and Conference Proceedings
Volume 10: Feature Selection in Data Mining

 

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


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

Preface
Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao; 10:1-3, 2010.
[pdf]

Feature Selection: An Ever Evolving Frontier in Data Mining
Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao; 10:4-13, 2010.
[abs] [pdf]

Feature Selection, Association Rules Network and Theory Building
Sanjay Chawla; 10:14-21, 2010.
[abs] [pdf]

A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies
Elham Salehi, Jayashree Nyayachavadi and Robin Gras; 10:22-34, 2010.
[abs] [pdf]

Attribute Selection Based on FRiS-Compactness
Nikolay Zagoruiko, Irina Borisova, Vladimir Dyubanov and Olga Kutnenko; 10:35-44, 2010.
[abs] [pdf]

Effective Wrapper-Filter hybridization through GRASP Schemata
Mohamed Amir Esseghir; 10:45-54, 2010.
[abs] [pdf]

Feature Extraction for Machine Learning: Logic-Probabilistic Approach
Vladimir Gorodetsky and Vladimir Samoylov; 10:55-65, 2010.
[abs] [pdf]

Feature Extraction for Outlier Detection in High-Dimensional Spaces
Hoang Vu Nguyen and Vivekanand Gopalkrishnan; 10:66-75, 2010.
[abs] [pdf]

Feature Selection for Text Classification Based on Gini Coefficient of Inequality
Ranbir Sanasam, Hema Murthy and Timothy Gonsalves; 10:76-85, 2010.
[abs] [pdf]

Increasing Feature Selection Accuracy for L1 Regularized Linear Models
Abhishek Jaiantilal and Gregory Grudic; 10:86-96, 2010.
[abs] [pdf]

Learning Dissimilarities for Categorical Symbols
Jierui Xie, Boleslaw Szymanski and Mohammed Zaki; 10:97-106, 2010.
[abs] [pdf]




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