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» A Portfolio Approach to Algorithm Selection
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ICML
2009
IEEE
15 years 10 months ago
Non-monotonic feature selection
We consider the problem of selecting a subset of m most informative features where m is the number of required features. This feature selection problem is essentially a combinator...
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, ...
ESANN
2008
15 years 4 months ago
A method for robust variable selection with significance assessment
Our goal is proposing an unbiased framework for gene expression analysis based on variable selection combined with a significance assessment step. We start by discussing the need ...
Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Ales...
AAAI
2006
15 years 4 months ago
A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling
In this paper, we present a unified knowledge based approach for sense disambiguation and semantic role labeling. Our approach performs both tasks through a single algorithm that ...
Peter Z. Yeh, Bruce W. Porter, Ken Barker
GRID
2005
Springer
15 years 8 months ago
A quantitative comparison of reputation systems in the grid
— Reputation systems have been a hot topic in the peer-to-peer community for several years. In a services-oriented distributed computing environment like the Grid, reputation sys...
Jason D. Sonnek, Jon B. Weissman
NECO
1998
119views more  NECO 1998»
15 years 2 months ago
Density Estimation by Mixture Models with Smoothing Priors
In the statistical approach for self-organizing maps (SOMs), learning is regarded as an estimation algorithm for a Gaussian mixture model with a Gaussian smoothing prior on the ce...
Akio Utsugi