67 search results - page 1 / 14 » SVM selective sampling for ranking with application to data ... |
100
Voted
KDD
2005
ACM
16 years 24 days ago
2005
ACM
Learning ranking (or preference) functions has been a major issue in the machine learning community and has produced many applications in information retrieval. SVMs (Support Vect...
140
Voted
ML
2008
ACM
15 years 10 days ago
2008
ACM
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
114
Voted
PR
2007
14 years 12 months ago
2007
In relevance feedback algorithms, selective sampling is often used to reduce the cost of labeling and explore the unlabeled data. In this paper, we proposed an active learning alg...
117
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ECIR
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Learning ranking functions is crucial for solving many problems, ranging from document retrieval to building recommendation systems based on an individual user’s prefer...
91
Voted
ISNN
2005
Springer
15 years 5 months ago
2005
Springer
It is important in bioinformatics research and applications to select or discover informative genes of a tumor from microarray data. However, most of the existing methods are based...