Rong Jin Papers on DiSC'04 Regularizing Translation Models for Better Automatic Image Annotation Unified Filtering by Combining Collaborative Filtering and Content-based Filtering via Mixture Model and Exponential Model A study of methods for normalizing user ratings in collaborative filtering An Automatic Weighting Scheme for Collaborative Filtering Publications Note: Links lead to the DBLP on the Web. Rong Jin Rong Jin, Yi Liu : A Framework for Incorporating Class Priors into Discriminative Classification. PAKDD 2005 : 568-577 Luo Si , Rong Jin: Adjusting Mixture Weights of Gaussian Mixture Model via Regularized Probabilistic Latent Semantic Analysis. PAKDD 2005 : 622-631 Luo Si , Rong Jin: Unified filtering by combining collaborative filtering and content-based filtering via mixture model and exponential model. CIKM 2004 : 156-157 Feng Kang , Rong Jin, Joyce Y. Chai : Regularizing translation models for better automatic image annotation. CIKM 2004 : 350-359 Rong Jin, Huan Liu : SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data. ECML 2004 : 560-562 Rong Jin, Huan Liu : Robust feature induction for support vector machines. ICML 2004 Pang-Ning Tan , Rong Jin: Ordering patterns by combining opinions from multiple sources. KDD 2004 : 695-700 Rong Jin, Joyce Y. Chai , Luo Si : An automatic weighting scheme for collaborative filtering. SIGIR 2004 : 337-344 Rong Jin, Luo Si : A study of methods for normalizing user ratings in collaborative filtering. SIGIR 2004 : 568-569 Rong Yan , Alexander G. Hauptmann , Rong Jin: Negative pseudo-relevance feedback in content-based video retrieval. ACM Multimedia 2003 : 343-346 Rong Jin, Luo Si , ChengXiang Zhai , James P. Callan : Collaborative filtering with decoupled models for preferences and ratings. CIKM 2003 : 309-316 Rong Yan , Alexander G. Hauptmann , Rong Jin: Multimedia Search with Pseudo-relevance Feedback. CIVR 2003 : 238-247 Yan Liu , Jaime G. Carbonell , Rong Jin: A New Pairwise Ensemble Approach for Text Classification. ECML 2003 : 277-288 Rong Jin, Rong Yan , Jian Zhang , Alexander G. Hauptmann : A Faster Iterative Scaling Algorithm for Conditional Exponential Model. ICML 2003 : 282-289 Luo Si , Rong Jin: Flexible Mixture Model for Collaborative Filtering. ICML 2003 : 704-711 Jian Zhang , Rong Jin, Yiming Yang , Alexander G. Hauptmann : Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. ICML 2003 : 888-895 Rong Jin, Luo Si , ChengXiang Zhai : Preference-based Graphic Models for Collaborative Filtering. UAI 2003 : 329-336 Wei-Hao Lin , Rong Jin, Alexander G. Hauptmann : Web Image Retrieval Re-Ranking with Relevance Model. Web Intelligence 2003 : 242-248 Rong Jin: Statistical approaches toward automatic title generation. SIGIR Forum 37 (2): 79 (2003) Luo Si , Rong Jin, James P. Callan , Paul Ogilvie : A language modeling framework for resource selection and results merging. CIKM 2002 : 391-397 Rong Jin, Alexander G. Hauptmann : A New Probabilistic Model for Title Generation. COLING 2002 Rong Jin, Yanjun Qi , Alexander G. Hauptmann : A Probabilistic Model for Camera Zoom Detection. ICPR (3) 2002 : 859-862 Alexander G. Hauptmann , Rong Jin, Tobun D. Ng : Multi-modal information retrieval from broadcast video using OCR and speech recognition. JCDL 2002 : 160-161 Wei-Hao Lin , Rong Jin, Alexander G. Hauptmann : Meta-Classification of Multimedia Classifiers. KDMCD 2002 : 21-27 Rong Jin, Zoubin Ghahramani : Learning with Multiple Labels. NIPS 2002 : 897-904 Rong Jin, Luo Si , Alexander G. Hauptmann , James P. Callan : Language model for IR using collection information. SIGIR 2002 : 419-420 Rong Jin, Alexander G. Hauptmann , ChengXiang Zhai : Title language model for information retrieval. SIGIR 2002 : 42-48 Alexander G. Hauptmann , Rong Yan , Yanjun Qi , Rong Jin, Michael G. Christel , Mark Derthick , Ming-yu Chen , R. Baron , W.-H. Lin , Tobun D. Ng : Video Classification and Retrieval with the Informedia Digital Video Library System. TREC 2002 Rong Jin, Alexander G. Hauptmann : Title Generation Using a Training Corpus. CICLing 2001 : 208-215 Rong Jin, Alexander G. Hauptmann : Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. ICML 2001 : 242-249 Rong Jin, Alexander G. Hauptmann : Title Generation for Machine-Translated Documents. IJCAI 2001 : 1229-1234 Susan T. Dumais , Rong Jin: Probabilistic Combination of Content and Links. SIGIR 2001 : 402-403 Rong Jin, Christos Falusos , Alexander G. Hauptmann : Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. SIGIR 2001 : 83-89 Alexander G. Hauptmann , Rong Jin, Norman Papernick , Dorbin Ng , Yanjun Qi , Ricky Houghton , Sue Thornton : Video Retrieval with the Informedia Digital Video Library System. TREC 2001 Alexander G. Hauptmann , Rong Jin, Howard D. Wactlar : Data Analysis for a Multimedia Library. ELSNET Summer School 2000 : 6-37 M. Siegler , Rong Jin, Alexander G. Hauptmann : CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF. 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