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» Efficient Distribution Mining and Classification
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136
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ICDM
2010
IEEE
200views Data Mining» more  ICDM 2010»
15 years 2 days ago
Bayesian Maximum Margin Clustering
Abstract--Most well-known discriminative clustering models, such as spectral clustering (SC) and maximum margin clustering (MMC), are non-Bayesian. Moreover, they merely considered...
Bo Dai, Baogang Hu, Gang Niu
139
Voted
KDD
2007
ACM
237views Data Mining» more  KDD 2007»
16 years 3 months ago
Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
Documents, such as those seen on Wikipedia and Folksonomy, have tended to be assigned with multiple topics as a meta-data. Therefore, it is more and more important to analyze a re...
Issei Sato, Hiroshi Nakagawa
119
Voted
CINQ
2004
Springer
125views Database» more  CINQ 2004»
15 years 8 months ago
The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery
Many researchers in our community (this author included) regularly emphasize the role constraints play in improving performance of data-mining algorithms. This emphasis has led to ...
Roberto J. Bayardo
167
Voted
CIVR
2010
Springer
246views Image Analysis» more  CIVR 2010»
15 years 23 days ago
Genre-specific semantic video indexing
In many applications, we find large video collections from different genres where the user is often only interested in one or two specific video genres. So, when users are queryin...
Jun Wu, Marcel Worring
153
Voted
KDD
2006
ACM
381views Data Mining» more  KDD 2006»
16 years 3 months ago
GPLAG: detection of software plagiarism by program dependence graph analysis
Along with the blossom of open source projects comes the convenience for software plagiarism. A company, if less self-disciplined, may be tempted to plagiarize some open source pr...
Chao Liu 0001, Chen Chen, Jiawei Han, Philip S. Yu