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» A Generic Approach to Topic Models
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DEXA
1998
Springer
152views Database» more  DEXA 1998»
15 years 6 months ago
Facilitating Virtual Representation of CAD Data Through A Learning Based Approach to Conceptual Database Evolution Employing Dir
This paper presents a framework for a learning based approach to dynamically evolve the conceptual structure of a database in order to facilitate virtual representation of data in ...
Awais Rashid, Peter Sawyer
117
Voted
ECML
2007
Springer
15 years 8 months ago
Statistical Debugging Using Latent Topic Models
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
David Andrzejewski, Anne Mulhern, Ben Liblit, Xiao...
COLING
2010
14 years 8 months ago
Bridging Topic Modeling and Personalized Search
This work presents a study to bridge topic modeling and personalized search. A probabilistic topic model is used to extract topics from user search history. These topics can be se...
Wei Song, Yu Zhang, Ting Liu, Sheng Li
153
Voted
AAAI
2010
14 years 11 months ago
A Topic Model for Linked Documents and Update Rules for its Estimation
The latent topic model plays an important role in the unsupervised learning from a corpus, which provides a probabilistic interpretation of the corpus in terms of the latent topic...
Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Y...
WSC
2007
15 years 4 months ago
Inside discrete-event simulation software: how IT works and why IT matters
This paper provides simulation practitioners and consumers with a grounding in how discrete-event simulation software works. Topics include discreteevent systems; entities, resour...
Thomas J. Schriber, Daniel T. Brunner