Volume 10, May 2010
Proceedings of the Fourth International Workshop on Feature Selection in Data Mining
June 21st, 2010, Hyderabad, India
- Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao:
Preface.
1-3
- Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao:
Feature Selection: An Ever Evolving Frontier in Data Mining.
4-13
- Sanjay Chawla:
Feature Selection, Association Rules Network and Theory Building.
14-21
- Elham Salehi, Jayashree Nyayachavadi, Robin Gras:
A Statistical Implicative Analysis Based Algorithm and MMPC Algorithm for Detecting Multiple Dependencies.
22-34
- Nikolay G. Zagoruiko, Irina Borisova, Vladimir Dyubanov, Olga Kutnenko:
Attribute Selection Based on FRiS-Compactness.
35-44
- Mohamed Amir Esseghir:
Effective Wrapper-Filter hybridization through GRASP Schemata.
45-54
- Vladimir Gorodetsky, Vladimir Samoilov:
Feature Extraction for Machine Learning: Logic-Probabilistic Approach.
55-65
- Nguyen Hoang Vu, Vivekanand Gopalkrishnan:
Feature Extraction for Outlier Detection in High-Dimensional Spaces.
66-75
- Sanasam Ranbir Singh, Hema A. Murthy, Timothy A. Gonsalves:
Feature Selection for Text Classification Based on Gini Coefficient of Inequality.
76-85
- Abhishek Jaiantilal, Gregory Z. Grudic:
Increasing Feature Selection Accuracy for L1 Regularized Linear Models.
86-96
- Jierui Xie, Boleslaw K. Szymanski, Mohammed J. Zaki:
Learning Dissimilarities for Categorical Symbols.
97-106
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