IDEAL
13 years 10 months ago
2004 Springer 
Proteins are known to perform a biological function by interacting with other proteins or compounds. Since protein–protein interaction is intrinsic to most cellular processes, pr...
IDEAL
13 years 10 months ago
2004 Springer
Abstract— The paper presents an efficient construction algorithm for obtaining sparse kernel density estimates based on a regression approach that directly optimizes model gener...
IDEAL
13 years 10 months ago
2004 Springer
Recommender systems are widely used to cope with the problem of information overload and, consequently, many recommendation methods have been developed. However, no one technique i...
IDEAL
13 years 10 months ago
2004 Springer
The effort of data mining, especially in relation to association rules in real world business applications, is significantly important. Recently, association rules algorithms have ...
IDEAL
13 years 10 months ago
2004 Springer 
A novel technique is presented to construct sparse regression models based on the orthogonal least square method with boosting. This technique tunes the mean vector and diagonal c...
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Intelligent Agents