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» Graph Mining using Graph Pattern Profiles
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ICASSP
2010
IEEE
15 years 2 months ago
Towards multi-speaker unsupervised speech pattern discovery
In this paper, we explore the use of a Gaussian posteriorgram based representation for unsupervised discovery of speech patterns. Compared with our previous work, the new approach...
Yaodong Zhang, James R. Glass
147
Voted
SDM
2008
SIAM
144views Data Mining» more  SDM 2008»
15 years 4 months ago
Semi-supervised Multi-label Learning by Solving a Sylvester Equation
Multi-label learning refers to the problems where an instance can be assigned to more than one category. In this paper, we present a novel Semi-supervised algorithm for Multi-labe...
Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang
IWPC
2003
IEEE
15 years 7 months ago
Handling Large Search Space in Pattern-Based Reverse Engineering
Large industrial legacy systems are challenges of reverseengineering activities. Reverse-engineering approaches use text-search tools based on regular expressions or work on prese...
Jörg Niere, Jörg P. Wadsack, Lothar Wend...
153
Voted
KDD
2005
ACM
218views Data Mining» more  KDD 2005»
16 years 2 months ago
A maximum entropy web recommendation system: combining collaborative and content features
Web users display their preferences implicitly by navigating through a sequence of pages or by providing numeric ratings to some items. Web usage mining techniques are used to ext...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
134
Voted
WSDM
2009
ACM
140views Data Mining» more  WSDM 2009»
15 years 9 months ago
Effective latent space graph-based re-ranking model with global consistency
Recently the re-ranking algorithms have been quite popular for web search and data mining. However, one of the issues is that those algorithms treat the content and link informati...
Hongbo Deng, Michael R. Lyu, Irwin King