Bayesian sparse topical coding

Peng, M, Xie, Q, Wang, Hua ORCID: 0000-0002-8465-0996, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Tian, G (2019) Bayesian sparse topical coding. IEEE Transactions on Knowledge and Data Engineering, 31 (6). pp. 1080-1093. ISSN 1041-4347

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This is an Accepted Manuscript version of the following article, accepted for publication in IEEE Transactions on Knowledge and Data Engineering. It is deposited under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (, which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.

Item type Article
DOI 10.1109/TKDE.2018.2847707
Official URL
Subjects Historical > FOR Classification > 0801 Artificial Intelligence and Image Processing
Historical > FOR Classification > 0806 Information Systems
Historical > Faculty/School/Research Centre/Department > Centre for Applied Informatics
Keywords sparse Bayesian learning; sparse representation; document classification; hierarchical sparse prior; Bayesian Sparse Topical Coding with Poisson Distribution; Bayesian Sparse Topical Coding with Normal Distribution; BSTC-P; BSTC-N
Citations in Scopus 18 - View on Scopus
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