157
Voted
KDD
16 years 27 days ago
2008 ACM 
A multi-mode network typically consists of multiple heterogeneous social actors among which various types of interactions could occur. Identifying communities in a multi-mode netw...
139
Voted
KDD
16 years 27 days ago
2008 ACM 
We describe the design and implementation of a high performance cloud that we have used to archive, analyze and mine large distributed data sets. By a cloud, we mean an infrastruc...
138
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KDD
16 years 27 days ago
2008 ACM 
Many feature selection algorithms have been proposed in the past focusing on improving classification accuracy. In this work, we point out the importance of stable feature selecti...
117
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KDD
16 years 27 days ago
2008 ACM 
We address the problem of classification in partially labeled networks (a.k.a. within-network classification) where observed class labels are sparse. Techniques for statistical re...
133
Voted
KDD
2008 ACM Knowledge discovery of semantic relationships between words using nonparametric bayesian graph model
16 years 27 days ago
We developed a model based on nonparametric Bayesian modeling for automatic discovery of semantic relationships between words taken from a corpus. It is aimed at discovering seman...
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Data Mining