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» Label Ranking Methods based on the Plackett-Luce Model
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RSKT
2010
Springer
14 years 10 months ago
Naive Bayesian Rough Sets
A naive Bayesian classifier is a probabilistic classifier based on Bayesian decision theory with naive independence assumptions, which is often used for ranking or constructing a...
Yiyu Yao, Bing Zhou
HICSS
2008
IEEE
104views Biometrics» more  HICSS 2008»
15 years 6 months ago
Document Retrieval Using Proximity-Based Phrase Searching
Exact phrase matching is a powerful tool to quickly retrieve results when a sufficient section of the text is accurately provided as the query. If the section of the text is not c...
Kathryn Patterson, Carolyn R. Watters, Michael A. ...
BMCBI
2010
95views more  BMCBI 2010»
14 years 12 months ago
Protein structure modelling and evaluation based on a 4-distance description of side-chain interactions
Background: Accurate evaluation and modelling of residue-residue interactions within and between proteins is a key aspect of computational structure prediction including homology ...
Vladimir Potapov, Mati Cohen, Yuval Inbar, Gideon ...
IJCV
2011
180views more  IJCV 2011»
14 years 6 months ago
Global Minimization for Continuous Multiphase Partitioning Problems Using a Dual Approach
This paper is devoted to the optimization problem of continuous multipartitioning, or multi-labeling, which is based on a convex relaxation of the continuous Potts model. In contr...
Egil Bae, Jing Yuan, Xue-Cheng Tai
ICDM
2008
IEEE
107views Data Mining» more  ICDM 2008»
15 years 6 months ago
Graph-Based Iterative Hybrid Feature Selection
When the number of labeled examples is limited, traditional supervised feature selection techniques often fail due to sample selection bias or unrepresentative sample problem. To ...
ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, J...