Chaitanya Chemudugunta
Chaitanya Chemudugunta
Director of Science, Pandora
Verified email at ics.uci.edu - Homepage
TitleCited byYear
Learning author-topic models from text corpora
M Rosen-Zvi, C Chemudugunta, T Griffiths, P Smyth, M Steyvers
ACM Transactions on Information Systems (TOIS) 28 (1), 4, 2010
3142010
Modeling general and specific aspects of documents with a probabilistic topic model
C Chemudugunta, P Smyth, M Steyvers
Advances in neural information processing systems, 241-248, 2007
2242007
Statistical entity-topic models
D Newman, C Chemudugunta, P Smyth
Proceedings of the 12th ACM SIGKDD international conference on Knowledgeá…, 2006
1862006
Analyzing entities and topics in news articles using statistical topic models
D Newman, C Chemudugunta, P Smyth, M Steyvers
International conference on intelligence and security informatics, 93-104, 2006
1362006
Modeling documents by combining semantic concepts with unsupervised statistical learning
C Chemudugunta, A Holloway, P Smyth, M Steyvers
International Semantic Web Conference, 229-244, 2008
972008
Subject metadata enrichment using statistical topic models
D Newman, K Hagedorn, C Chemudugunta, P Smyth
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital librariesá…, 2007
562007
Combining concept hierarchies and statistical topic models
C Chemudugunta, P Smyth, M Steyvers
Proceedings of the 17th ACM conference on Information and knowledgeá…, 2008
452008
Deterministic latent variable models and their pitfalls
M Welling, C Chemudugunta, N Sutter
Proceedings of the 2008 SIAM International Conference on Data Mining, 196-207, 2008
382008
Combining background knowledge and learned topics
M Steyvers, P Smyth, C Chemuduganta
Topics in cognitive science 3 (1), 18-47, 2011
362011
Text modeling using unsupervised topic models and concept hierarchies
C Chemudugunta, P Smyth, M Steyvers
arXiv preprint arXiv:0808.0973, 2008
162008
Intelligence and security informatics
S Mehrotra, H Chen
Springer Berlin/Heidelberg., 2006
102006
Silhouette-Opaque Transparency Rendering.
O Sen, C Chemudugunta, M Gopi
Computer Graphics and Imaging, 153-158, 2003
82003
Text mining with probabilistic topic models: applications in information retrieval and concept modeling
C Chemudugunta
Lambert Academic Publishing, 2010
22010
Probabilistic topic models for information retrieval and concept modeling
CC Chemudugunta
University of California, Irvine, 2009
22009
Part I-Long Papers-Intelligence Analysis and Knowledge Discovery-Analyzing Entities and Topics in News Articles Using Statistical Topic Models
D Newman, C Chemudugunta, P Smyth, M Steyvers
Lecture Notes in Computer Science 3975, 93-104, 2006
12006
Stranger Genres: Computationally Classifying Reprinted Nineteenth Century Newspaper Texts
M Rosen-Zvi, C Chemudugunta, T Griffiths, P Smyth, M Steyvers, ...
Digital Humanities 2018: Book of Abstracts/Libro de res˙menes. 11 (1), 1-33, 2018
2018
Learning about Citations using Statistical Topic Models
C Chemudugunta, P Smyth, M Steyvers
Exploring Large Document Collections using Statistical Topic Models KDD-2006 Demo Session
D Newman, A Asuncion, C Chemudugunta, V Kumar, P Smyth, ...
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Articles 1–18