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CIKM
2010
Springer
14 years 11 months ago
Combining link and content for collective active learning
In this paper, we study a novel problem Collective Active Learning, in which we aim to select a batch set of "informative" instances from a networking data set to query ...
Lixin Shi, Yuhang Zhao, Jie Tang
NAR
2011
188views Computer Vision» more  NAR 2011»
14 years 4 months ago
PCDDB: the protein circular dichroism data bank, a repository for circular dichroism spectral and metadata
The Protein Circular Dichroism Data Bank (PCDDB) is a public repository that archives and freely distributes circular dichroism (CD) and synchrotron radiation CD (SRCD) spectral d...
Lee Whitmore, Benjamin Woollett, Andrew J. Miles, ...
ICML
2008
IEEE
16 years 2 months ago
Graph transduction via alternating minimization
Graph transduction methods label input data by learning a classification function that is regularized to exhibit smoothness along a graph over labeled and unlabeled samples. In pr...
Jun Wang, Tony Jebara, Shih-Fu Chang
KDD
2008
ACM
183views Data Mining» more  KDD 2008»
16 years 1 months ago
Knowledge transfer via multiple model local structure mapping
The effectiveness of knowledge transfer using classification algorithms depends on the difference between the distribution that generates the training examples and the one from wh...
Jing Gao, Wei Fan, Jing Jiang, Jiawei Han
LREC
2010
246views Education» more  LREC 2010»
15 years 2 months ago
Q-WordNet: Extracting Polarity from WordNet Senses
This paper presents Q-WordNet, a lexical resource consisting of WordNet senses automatically annotated by positive and negative polarity. Polarity classification amounts to decide...
Rodrigo Agerri, Ana García-Serrano