4660 search results - page 586 / 932 » Learning from imperfect data |
127
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
RELIEF is considered one of the most successful algorithms for assessing the quality of features. In this paper, we propose a set of new feature weighting algorithms that perform s...
CHI
2007
ACM
16 years 3 months ago
2007
ACM
The increasing integration of education and technology has led to the development of a range of note-taking applications. Our project's goal is to provide empirical data to g...
145
Voted
NIPS
2003
15 years 4 months ago
2003
Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking f...
137
Voted
KES
2006
Springer
15 years 3 months ago
2006
Springer
The issue of Automatic Relevance Determination (ARD) has attracted attention over the last decade for the sake of efficiency and accuracy of classifiers, and also to extract knowle...
146
Voted
JMLR
2010
15 years 1 months ago
2010
Convolution kernels for trees provide simple means for learning with tree-structured data. The computation time of tree kernels is quadratic in the size of the trees, since all pa...