A Novel Unsupervised Feature Selection Method for Bioinformatics Data Sets through Feature Clustering. - Guangrong Li; Xiaohua Hu 001; Xiajiong Shen; Xin Chen 041; Zhoujun Li 001 (GrC, 2008)

Exploit the tripartite network of social tagging for web clustering. - Caimei Lu; Xin Chen 041; E. K. Park (CIKM, 2009)

Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. - Xin Chen 041; Xiaohua Hu 001; Xiajiong Shen (PAKDD, 2009)

Probabilistic topic modeling for genomic data interpretation. - Xin Chen 041; Xiaohua Hu 001; Xiajiong Shen; Gail Rosen (BIBM, 2010)

A probabilistic topic-connection model for automatic image annotation. - Xin Chen 041; Xiaohua Hu 001; Zhongna Zhou; Caimei Lu; Gail Rosen; Tingting He 003; E. K. Park (CIKM, 2010)

The topic-perspective model for social tagging systems. - Caimei Lu; Xiaohua Hu 001; Xin Chen 041; Jung-ran Park; Tingting He 003; Zhoujun Li 001 (KDD, 2010)

Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models. - Xin Chen 041; Tingting He 003; Xiaohua Hu 001; Yuan An; Xindong Wu 001 (BIBM, 2011)

Perspective hierarchical dirichlet process for user-tagged image modeling. - Xin Chen 041; Xiaohua Hu 001; Yuan An; Zunyan Xiong; Tingting He 003; E. K. Park (CIKM, 2011)

Identifying enterotype in human microbiome by decomposing probabilistic topics into components. - Xingpeng Jiang; Jonathan Dushoff; Xin Chen 041; Xiaohua Hu 001 (BIBM, 2012)

Modeling semantic relations between visual attributes and object categories via dirichlet forest prior. - Xin Chen 041; Xiaohua Hu 001; Zhongna Zhou; Yuan An; Tingting He 003; E. K. Park (CIKM, 2012)

Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling. - Xin Chen 041; Xiaohua Hu 001; Tze Yee Lim; Xiajiong Shen; E. K. Park; Gail L. Rosen (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)