4085 search results - page 287 / 817 » Benchmarking Data Mining Algorithms |
125
click to vote
KDD
2010
ACM
15 years 8 months ago
2010
ACM
In this paper, we propose a unified algorithmic framework for solving many known variants of MDS. Our algorithm is a simple iterative scheme with guaranteed convergence, and is m...
135
click to vote
KDD
2009
ACM
16 years 4 months ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
127
click to vote
KDD
2001
ACM
16 years 4 months ago
2001
ACM
Many applications dealing with textual information require classification of words into semantic classes (or concepts). However, manually constructing semantic classes is a tediou...
124
click to vote
PKDD
2009
Springer
15 years 10 months ago
2009
Springer
This article contributes a generic model of topic models. To define the problem space, general characteristics for this class of models are derived, which give rise to a represent...
147
click to vote
ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
In the field of machine learning and pattern recognition, feature subset selection is an important area, where many approaches have been proposed. In this paper, we choose some fe...