3467 search results - page 143 / 694 » Non-monotonic feature selection |
124
Voted
BMCBI
2011
14 years 4 months ago
2011
Background: Classification and variable selection play an important role in knowledge discovery in highdimensional data. Although Support Vector Machine (SVM) algorithms are among...
138
Voted
JMLR
2012
13 years 3 months ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
97
Voted
ILP
2003
Springer
15 years 5 months ago
2003
Springer
Boosting has established itself as a successful technique for decreasing the generalization error of classification learners by basing predictions on ensembles of hypotheses. Whil...
94
Voted
DMIN
2006
15 years 2 months ago
2006
Abstract-- Text classification or categorization is a conventional classification problem applied to the text domain. In the cases when statistical classification methods are used,...
119
Voted
ICASSP
2010
IEEE
14 years 7 months ago
2010
IEEE
In this paper, we present a feature-based approach for the classification of different playing techniques in bass guitar recordings. The applied audio features are chosen to captu...