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» Parallelizing Feature Selection
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IJCAI
2007
15 years 3 months ago
Searching for Interacting Features
Feature interaction presents a challenge to feature selection for classification. A feature by itself may have little correlation with the target concept, but when it is combined...
Zheng Zhao, Huan Liu
ICML
1996
IEEE
16 years 2 months ago
Toward Optimal Feature Selection
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
Daphne Koller, Mehran Sahami
CLUSTER
2002
IEEE
15 years 6 months ago
Selective Buddy Allocation for Scheduling Parallel Jobs on Clusters
Vijay Subramani, Rajkumar Kettimuthu, Srividya Sri...
KDD
1995
ACM
133views Data Mining» more  KDD 1995»
15 years 5 months ago
Feature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology
In the wrapperapproachto feature subset selection, a searchfor an optimalset of features is madeusingthe induction algorithm as a black box. Theestimated future performanceof the ...
Ron Kohavi, Dan Sommerfield
FGR
2006
IEEE
173views Biometrics» more  FGR 2006»
15 years 8 months ago
Facial Feature Detection and Tracking with Automatic Template Selection
We describe an accurate and robust method of locating facial features. The method utilises a set of feature templates in conjunction with a shape constrained search technique. The...
David Cristinacce, Timothy F. Cootes