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SDM
2008
SIAM
136views Data Mining» more  SDM 2008»
15 years 8 months ago
Exploration and Reduction of the Feature Space by Hierarchical Clustering
In this paper we propose and test the use of hierarchical clustering for feature selection. The clustering method is Ward's with a distance measure based on GoodmanKruskal ta...
Dino Ienco, Rosa Meo
IDEAL
2005
Springer
16 years 15 hour ago
A Comparative Study of Two Novel Predictor Set Scoring Methods
Due to the large number of genes measured in a typical microarray dataset, feature selection plays an essential role in tumor classification. In turn, relevance and redundancy are ...
Chia Huey Ooi, Madhu Chetty
ICIP
2007
IEEE
16 years 8 months ago
Royalty Cost Based Optimization for Video Compression
A video compression standard incorporates many tools and technologies which must be licensed by systems that deploy the standard. The licensing determines the royalty costs that m...
Emrah Akyol, Onur G. Guleryuz, M. Reha Civanlar
OOPSLA
2007
Springer
16 years 19 days ago
Activating refactorings faster
s Refactoring tools promise to increase the speed at which programmers write code, but programmers report that contemporary tools sometimes slow them down. Some of that slowdown ca...
Emerson R. Murphy-Hill
AUSAI
2009
Springer
16 years 1 months ago
MML Invariant Linear Regression
Abstract. This paper derives two new information theoretic linear regression criteria based on the minimum message length principle. Both criteria are invariant to full rank affine...
Daniel F. Schmidt, Enes Makalic