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PKDD
2009
Springer
148views Data Mining» more  PKDD 2009»
15 years 11 months ago
Feature Selection by Transfer Learning with Linear Regularized Models
Abstract. This paper presents a novel feature selection method for classification of high dimensional data, such as those produced by microarrays. It includes a partial supervisio...
Thibault Helleputte, Pierre Dupont
MM
2009
ACM
159views Multimedia» more  MM 2009»
15 years 11 months ago
Visual categorization with negative examples for free
Automatic visual categorization is critically dependent on labeled examples for supervised learning. As an alternative to traditional expert labeling, social-tagged multimedia is ...
Xirong Li, Cees G. M. Snoek
SIGCOMM
2009
ACM
15 years 11 months ago
DECOR: DEClaritive network management and OpeRation
Network management operations are complicated, tedious and error-prone, requiring significant human involvement and expert knowledge. In this paper, we first examine the fundame...
Xu Chen, Yun Mao, Zhuoqing Morley Mao, Jacobus E. ...
BIBM
2008
IEEE
145views Bioinformatics» more  BIBM 2008»
15 years 11 months ago
Meta Analysis of Microarray Data Using Gene Regulation Pathways
Using microarray technology for genetic analysis in biological experiments requires computationally intensive tools to interpret results. The main objective here is to develop a ...
Saira Ali Kazmi, Yoo-Ah Kim, Baikang Pei, Ravi Nor...
DASFAA
2008
IEEE
120views Database» more  DASFAA 2008»
15 years 11 months ago
Knowledge Transferring Via Implicit Link Analysis
In this paper, we design a local classification algorithm using implicit link analysis, considering the situation that the labeled and unlabeled data are drawn from two different ...
Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Yong Yu