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ICDM
2006
IEEE
133views Data Mining» more  ICDM 2006»
14 years 4 months ago
TRIAS - An Algorithm for Mining Iceberg Tri-Lattices
In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folksonomies. ...
Robert Jäschke, Andreas Hotho, Christoph Schm...
SDM
2012
SIAM
258views Data Mining» more  SDM 2012»
12 years 19 days ago
Feature Selection with Linked Data in Social Media
Feature selection is widely used in preparing highdimensional data for effective data mining. Increasingly popular social media data presents new challenges to feature selection....
Jiliang Tang, Huan Liu
KDD
2012
ACM
187views Data Mining» more  KDD 2012»
12 years 21 days ago
Unsupervised feature selection for linked social media data
The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown effective in dealing with high-dimensional data for eï¬...
Jiliang Tang, Huan Liu
KDD
2009
ACM
181views Data Mining» more  KDD 2009»
14 years 10 months ago
Beyond blacklists: learning to detect malicious web sites from suspicious URLs
Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffr...
KDD
2009
ACM
179views Data Mining» more  KDD 2009»
14 years 10 months ago
Connections between the lines: augmenting social networks with text
Jonathan Chang, Jordan L. Boyd-Graber, David M. Bl...