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KDD
2009
ACM
229views Data Mining» more  KDD 2009»
16 years 6 months ago
Relational learning via latent social dimensions
Social media such as blogs, Facebook, Flickr, etc., presents data in a network format rather than classical IID distribution. To address the interdependency among data instances, ...
Lei Tang, Huan Liu
KDD
2008
ACM
119views Data Mining» more  KDD 2008»
16 years 6 months ago
SAIL: summation-based incremental learning for information-theoretic clustering
Information-theoretic clustering aims to exploit information theoretic measures as the clustering criteria. A common practice on this topic is so-called INFO-K-means, which perfor...
Junjie Wu, Hui Xiong, Jian Chen
KDD
2009
ACM
150views Data Mining» more  KDD 2009»
16 years 6 months ago
Large human communication networks: patterns and a utility-driven generator
Given a real, and weighted person-to-person network which changes over time, what can we say about the cliques that it contains? Do the incidents of communication, or weights on t...
Nan Du, Christos Faloutsos, Bai Wang, Leman Akoglu
KDD
2006
ACM
141views Data Mining» more  KDD 2006»
16 years 6 months ago
Statistical entity-topic models
The primary purpose of news articles is to convey information about who, what, when and where. But learning and summarizing these relationships for collections of thousands to mil...
David Newman, Chaitanya Chemudugunta, Padhraic Smy...
PAKDD
2009
ACM
112views Data Mining» more  PAKDD 2009»
16 years 9 days ago
Romanization of Thai Proper Names Based on Popularity of Usages
The lack of standards for Romanization of Thai proper names makes searching activity a challenging task. This is particularly important when searching for people-related documents ...
Akegapon Tangverapong, Atiwong Suchato, Proadpran ...