2712 search results - page 271 / 543 » On learning algorithm selection for classification |
167
click to vote
SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
177
click to vote
WIDM
2006
ACM
16 years 18 days ago
2006
ACM
In this paper, we identify and analyze structural properties which reflect the functionality of a Web site. These structural properties consider the size, the organization, the co...
159
click to vote
ALT
2006
Springer
16 years 3 months ago
2006
Springer
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
187
click to vote
EMNLP
2008
15 years 8 months ago
2008
Active learning is well-suited to many problems in natural language processing, where unlabeled data may be abundant but annotation is slow and expensive. This paper aims to shed ...
203
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We study the problem of learning a classification task in which only a dissimilarity function of the objects is accessible. That is, data are not represented by feature vectors bu...