308 search results - page 38 / 62 » Variations on Multimedia Data Mining |
115
click to vote
PKDD
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. This paper presents a novel feature selection method for classification of high dimensional data, such as those produced by microarrays. It includes a partial supervisio...
112
click to vote
ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
139
click to vote
ICDM
2003
IEEE
15 years 7 months ago
2003
IEEE
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
153
click to vote
PKDD
2010
Springer
14 years 11 months ago
2010
Springer
Abstract. We propose a formal definition of the robustness of association rules for interestingness measures. It is a central concept in the evaluation of the rules and has only be...
122
click to vote
ICDM
2009
IEEE
14 years 11 months ago
2009
IEEE
Matrix factorization (MF) models have proved efficient and well scalable for collaborative filtering (CF) problems. Many researchers also present the probabilistic interpretation o...