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Rong Jin

Papers on DiSC'06


Study of cross lingual information retrieval using on-line translation systems

User term feedback in interactive text-based image retrieval

A maximum coherence model for dictionary-based cross-language information retrieval

Publications


Note: Links lead to the DBLP on the Web.

Rong Jin

Steven C. H. Hoi , Michael R. Lyu , Rong Jin: A Unified Log-Based Relevance Feedback Scheme for Image Retrieval. IEEE Trans. Knowl. Data Eng. 18 (4): 509-524 (2006)

Yi Liu , Rong Jin: Query Translation Disambiguation as Graph Partitioning. AAAI 2005 : 1424-1429

Steven C. H. Hoi , Michael R. Lyu , Rong Jin: Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval. ICDE Workshops 2005 : 1177

Rong Jin, Joyce Y. Chai , Luo Si : Learn to weight terms in information retrieval using category information. ICML 2005 : 353-360

Rong Jin, Jian Zhang : A smoothed boosting algorithm using probabilistic output codes. ICML 2005 : 361-368

Rong Jin, Huan Liu : Learning with Labeled Sessions. IJCAI 2005 : 740-745

Rong Jin, Huan Liu : A Novel Approach to Model Generation for Heterogeneous Data Classification. IJCAI 2005 : 746-751

Joyce Y. Chai , Zahar Prasov , Joseph Blaim , Rong Jin: Linguistic theories in efficient multimodal reference resolution: an empirical investigation. IUI 2005 : 43-50

Rong Jin, Chris Ding , Feng Kang : A Probabilistic Approach for Optimizing Spectral Clustering. NIPS 2005

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

Feng Kang , Rong Jin: Symmetric Statistical Translation Models for Automatic Image Annotation. SDM 2005

Chen Zhang , Joyce Y. Chai , Rong Jin: User term feedback in interactive text-based image retrieval. SIGIR 2005 : 51-58

Yi Liu , Rong Jin, Joyce Y. Chai : A maximum coherence model for dictionary-based cross-language information retrieval. SIGIR 2005 : 536-543

Rong Jin, Joyce Y. Chai : Study of cross lingual information retrieval using on-line translation systems. SIGIR 2005 : 619-620

Rong Jin, Joyce Y. Chai , Luo Si : Effective automatic image annotation via a coherent language model and active learning. ACM Multimedia 2004 : 892-899

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

Vineet Bansal , Chen Zhang , Joyce Y. Chai , Rong Jin: MSU at ImageCLEF: Cross Language and Interactive Image Retrieval. CLEF 2004 : 805-815

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, Alexander G. Hauptmann : Using a probabilistic source model for comparing images. ICIP (3) 2002 : 941-944

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 , Wei-Hao 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. TREC 1999

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