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267
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ECIR
2009
Springer
14 years 9 months ago
2009
Springer
We explore the utility of different types of topic models for retrieval purposes. Based on prior work, we describe several ways that topic models can be integrated into the retrie...
KDD
2002
ACM
15 years 25 days ago
2002
ACM
Large 0-1 datasets arise in various applications, such as market basket analysis and information retrieval. We concentrate on the study of topic models, aiming at results which in...
ICML
2009
IEEE
15 years 1 months ago
2009
IEEE
ICML
2009
IEEE
15 years 1 months ago
2009
IEEE
ICCV
2007
IEEE
15 years 2 months ago
2007
IEEE
Topic models have recently emerged as powerful tools for modeling topical trends in documents. Often the resulting topics are broad and generic, associating large groups of people...
CVPR
2007
IEEE
15 years 2 months ago
2007
IEEE
The bag-of-words representation has attracted a lot of attention recently in the field of object recognition. Based on the bag-of-words representation, topic models such as Probab...