100 search results - page 6 / 20 » Probabilistic Topic Models for Learning Terminological Ontol... |
ICML
2007
IEEE
16 years 12 days ago
2007
IEEE
Publication repositories contain an abundance of information about the evolution of scientific research areas. We address the problem of creating a visualization of a research are...
KDD
2010
ACM
15 years 3 months ago
2010
ACM
In this paper, we propose a new probabilistic generative model, called Topic-Perspective Model, for simulating the generation process of social annotations. Different from other g...
102
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CIKM
2006
Springer
15 years 3 months ago
2006
Springer
This paper presents a simple and adaptable matching method dealing with web directories, catalogs and OWL ontologies. By using a well-known Knowledge Discovery in Databases model,...
100
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CORR
2012
Springer
13 years 7 months ago
2012
Springer
We present sparse topical coding (STC), a non-probabilistic formulation of topic models for discovering latent representations of large collections of data. Unlike probabilistic t...
105
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ICML
2006
IEEE
16 years 12 days ago
2006
IEEE
A family of probabilistic time series models is developed to analyze the time evolution of topics in large document collections. The approach is to use state space models on the n...