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» Topic Modeling Ensembles
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INFORMS
2007
123views more  INFORMS 2007»
15 years 2 months ago
Constructing Ensembles from Data Envelopment Analysis
It has been shown in prior work in management science, statistics and machine learning that using an ensemble of models often results in better performance than using a single ‘...
Zhiqiang Zheng, Balaji Padmanabhan
SIGIR
2009
ACM
15 years 8 months ago
A relevance-based topic model for news event tracking
Event tracking is the task of discovering temporal patterns of popular events from text streams. Existing approaches for event tracking have two limitations: scalability and inabi...
Viet Ha-Thuc, Yelena Mejova, Christopher Harris, P...
ICSE
2010
IEEE-ACM
15 years 7 months ago
Software traceability with topic modeling
Hazeline U. Asuncion, Arthur Asuncion, Richard N. ...
79
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ICWSM
2008
15 years 3 months ago
Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs
Ramesh Nallapati, William W. Cohen