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Zheng Chen

Papers on DiSC'06


Efficient Text Classification by Weighted Proximal SVM

Text Representation and Dimension Reduction: from Vector to Tensor

Scalable collaborative filtering using cluster-based smoothing

SimFusion: measuring similarity using unified relationship matrix

OCFS: optimal orthogonal centroid feature selection for text categorization

Exploiting the hierarchical structure for link analysis

Web-page summarization using clickthrough data

A study of relevance propagation for web search

Improving web search results using affinity graph

Support Vector Machines Classification with A Very Large-scale Taxonomy

Publications


Note: Links lead to the DBLP on the Web.

Zheng Chen

Dou Shen , Jian-Tao Sun , Qiang Yang , Hui Zhao , Zheng Chen: Text Classification Improved through Automatically Extracted Sequences. ICDE 2006 : 121

Gui-Rong Xue , Yong Yu , Dou Shen , Qiang Yang , Hua-Jun Zeng , Zheng Chen: Reinforcing Web-object Categorization Through Interrelationships. Data Min. Knowl. Discov. 12 (2-3): 229-248 (2006)

Jun Yan , Ning Liu , Qiang Yang , Benyu Zhang , QianSheng Cheng , Zheng Chen: Mining Adaptive Ratio Rules from Distributed Data Sources. Data Min. Knowl. Discov. 12 (2-3): 249-273 (2006)

Jun Yan , Benyu Zhang , Ning Liu , Shuicheng Yan , QianSheng Cheng , Weiguo Fan , Qiang Yang , Wensi Xi , Zheng Chen: Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. IEEE Trans. Knowl. Data Eng. 18 (2): 320-333 (2006)

Shen Huang , Zheng Chen, Yong Yu , Wei-Ying Ma : Multitype Features Coselection for Web Document Clustering. IEEE Trans. Knowl. Data Eng. 18 (4): 448-459 (2006)

Shiguang Liu , Hua-Jun Zeng , Zheng Chen, Chuangbai Xiao , Wei-Ying Ma : KNM: A Novel Intelligent User Interface for Webpage Navigation. AIRS 2005 : 641-646

Ning Liu , Jun Yan , Fengshan Bai , Benyu Zhang , Wensi Xi , Weiguo Fan , Zheng Chen, Lei Ji , Chenyong Hu , Wei-Ying Ma : A Similarity Reinforcement Algorithm for Heterogeneous Web Pages. APWeb 2005 : 121-132

Ning Liu , Fengshan Bai , Jun Yan , Benyu Zhang , Zheng Chen, Wei-Ying Ma : Supervised Semi-definite Embedding for Email Data Cleaning and Visualization. APWeb 2005 : 972-982

Dong Zhuang , Benyu Zhang , Qiang Yang , Jun Yan , Zheng Chen, Ying Chen : Efficient Text Classification by Weighted Proximal SVM. ICDM 2005 : 538-545

Ning Liu , Benyu Zhang , Jun Yan , Zheng Chen, Wenyin Liu , Fengshan Bai , Leefeng Chien : Text Representation: From Vector to Tensor. ICDM 2005 : 725-728

Yi Wang , Huiwen Deng , Zheng Chen: Adaptive Fuzzy Logic Controller with Rule-based Changeable Universe Of Discourse for a Nonlinear MIMO System. ISDA 2005 : 8-13

Gui-Rong Xue , Chenxi Lin , Qiang Yang , Wensi Xi , Hua-Jun Zeng , Yong Yu , Zheng Chen: Scalable collaborative filtering using cluster-based smoothing. SIGIR 2005 : 114-121

Jun Yan , Ning Liu , Benyu Zhang , Shuicheng Yan , Zheng Chen, QianSheng Cheng , Weiguo Fan , Wei-Ying Ma : OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR 2005 : 122-129

Wensi Xi , Edward A. Fox , Weiguo Fan , Benyu Zhang , Zheng Chen, Jun Yan , Dong Zhuang : SimFusion: measuring similarity using unified relationship matrix. SIGIR 2005 : 130-137

Gui-Rong Xue , Qiang Yang , Hua-Jun Zeng , Yong Yu , Zheng Chen: Exploiting the hierarchical structure for link analysis. SIGIR 2005 : 186-193

Jian-Tao Sun , Dou Shen , Hua-Jun Zeng , Qiang Yang , Yuchang Lu , Zheng Chen: Web-page summarization using clickthrough data. SIGIR 2005 : 194-201

Tao Qin , Tie-Yan Liu , Xu-Dong Zhang , Zheng Chen, Wei-Ying Ma : A study of relevance propagation for web search. SIGIR 2005 : 408-415

Benyu Zhang , Hua Li , Yi Liu , Lei Ji , Wensi Xi , Weiguo Fan , Zheng Chen, Wei-Ying Ma : Improving web search results using affinity graph. SIGIR 2005 : 504-511

Jian-Tao Sun , Hua-Jun Zeng , Huan Liu , Yuchang Lu , Zheng Chen: CubeSVD: a novel approach to personalized Web search. WWW 2005 : 382-390

Tie-Yan Liu , Yiming Yang , Hao Wan , Qian Zhou , Bin Gao , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : An experimental study on large-scale web categorization. WWW (Special interest tracks and posters) 2005 : 1106-1107

Tie-Yan Liu , Hao Wan , Tao Qin , Zheng Chen, Yong Ren , Wei-Ying Ma : Site abstraction for rare category classification in large-scale web directory. WWW (Special interest tracks and posters) 2005 : 1108-1109

Xue-Feng Su , Hua-Jun Zeng , Zheng Chen: Finding group shilling in recommendation system. WWW (Special interest tracks and posters) 2005 : 960-961

Tie-Yan Liu , Yiming Yang , Hao Wan , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : Support vector machines classification with a very large-scale taxonomy. SIGKDD Explorations 7 (1): 36-43 (2005)

Yizhou Lu , Xuezheng Liu , Hua Li , Benyu Zhang , Wensi Xi , Zheng Chen, Shuicheng Yan , Wei-Ying Ma : Efficient PageRank with Same Out-Link Groups. AIRS 2004 : 141-152

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Yong Yu , Wei-Ying Ma , Wensi Xi , Weiguo Fan : Optimizing web search using web click-through data. CIKM 2004 : 118-126

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Yong Yu , Wei-Ying Ma , Wensi Xi , Edward A. Fox : MRSSA: an iterative algorithm for similarity spreading over interrelated objects. CIKM 2004 : 240-241

Xuanhui Wang , Dou Shen , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : Web page clustering enhanced by summarization. CIKM 2004 : 242-243

Ning Liu , Benyu Zhang , Jun Yan , Qiang Yang , Shuicheng Yan , Zheng Chen, Fengshan Bai , Wei-Ying Ma : Learning similarity measures in non-orthogonal space. CIKM 2004 : 334-341

Ning Liu , Benyu Zhang , Jun Yan , Wensi Xi , Shuicheng Yan , Zheng Chen, Fengshan Bai , Wei-Ying Ma : Online Supervised Learning for Digital Library. ICADL 2004 : 683

Tao Liu , Zheng Chen, Benyu Zhang , Wei-Ying Ma , Gongyi Wu : Improving Text Classification using Local Latent Semantic Indexing. ICDM 2004 : 162-169

Gui-Rong Xue , Dou Shen , Qiang Yang , Hua-Jun Zeng , Zheng Chen, Yong Yu , Wensi Xi , Wei-Ying Ma : IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects. ICDM 2004 : 273-280

Chenyong Hu , Benyu Zhang , Shuicheng Yan , Qiang Yang , Jun Yan , Zheng Chen, Wei-Ying Ma : Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. ICDM 2004 : 407-410

Jian-Tao Sun , Zheng Chen, Hua-Jun Zeng , Yuchang Lu , Chun-Yi Shi , Wei-Ying Ma : Supervised Latent Semantic Indexing for Document Categorization. ICDM 2004 : 535-538

Jun Yan , Benyu Zhang , Shuicheng Yan , Qiang Yang , Hua Li , Zheng Chen, Wensi Xi , Weiguo Fan , Wei-Ying Ma , QianSheng Cheng : IMMC: incremental maximum margin criterion. KDD 2004 : 725-730

Hua-Jun Zeng , Qi-Cai He , Zheng Chen, Wei-Ying Ma , Jinwen Ma : Learning to cluster web search results. SIGIR 2004 : 210-217

Dou Shen , Zheng Chen, Qiang Yang , Hua-Jun Zeng , Benyu Zhang , Yuchang Lu , Wei-Ying Ma : Web-page classification through summarization. SIGIR 2004 : 242-249

Xue-Mei Jiang , Gui-Rong Xue , Wen-Guan Song , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : Exploiting PageRank at Different Block Level. WISE 2004 : 241-252

Shen Huang , Gui-Rong Xue , Benyu Zhang , Zheng Chen, Yong Yu , Wei-Ying Ma : Multi-type Features Based Web Document Clustering. WISE 2004 : 253-265

Gui-Rong Xue , Shen Huang , Yong Yu , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : Optimizing Web Search Using Spreading Activation on the Clickthrough Data. WISE 2004 : 409-414

Wensi Xi , Benyu Zhang , Zheng Chen, Yizhou Lu , Shuicheng Yan , Wei-Ying Ma , Edward A. Fox : Link fusion: a unified link analysis framework for multi-type interrelated data objects. WWW 2004 : 319-327

Yizhou Lu , Benyu Zhang , Wensi Xi , Zheng Chen, Yi Liu , Michael R. Lyu , Wei-Ying Ma : The powerrank web link analysis algorithm. WWW (Alternate Track Papers & Posters) 2004 : 254-255

Yi Liu , Benyu Zhang , Zheng Chen, Michael R. Lyu , Wei-Ying Ma : Affinity rank: a new scheme for efficient web search. WWW (Alternate Track Papers & Posters) 2004 : 338-339

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma , Yong Yu : Similarity spreading: a unified framework for similarity calculation of interrelated objects. WWW (Alternate Track Papers & Posters) 2004 : 460-461

Shen Huang , Gui-Rong Xue , Benyu Zhang , Zheng Chen, Yong Yu , Wei-Ying Ma : TSSP: A Reinforcement Algorithm to Find Related Papers. Web Intelligence 2004 : 117-123

Jian-Tao Sun , Benyu Zhang , Zheng Chen, Yuchang Lu , Chunyi Shi , Wei-Ying Ma : GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification. Web Intelligence 2004 : 299-305

Hua-Jun Zeng , Xuan-Hui Wang , Zheng Chen, Hongjun Lu , Wei-Ying Ma : CBC: Clustering Based Text Classification Requiring Minimal Labeled Data. ICDM 2003 : 443-450

Tao Liu , Shengping Liu , Zheng Chen, Wei-Ying Ma : An Evaluation on Feature Selection for Text Clustering. ICML 2003 : 488-495

Jidong Wang , Hua-Jun Zeng , Zheng Chen, Hongjun Lu , Li Tao , Wei-Ying Ma : ReCoM: reinforcement clustering of multi-type interrelated data objects. SIGIR 2003 : 274-281

Zheng Chen, Shengping Liu , Liu Wenyin , Geguang Pu , Wei-Ying Ma : Building a web thesaurus from web link structure. SIGIR 2003 : 48-55

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma , HongJiang Zhang , Chao-Jun Lu : Implicit link analysis for small web search. SIGIR 2003 : 56-63

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma , HongJiang Zhang , Chao-Jun Lu : User Access Pattern Enhanced Small Web Search. WWW (Posters) 2003

Liu Wenyin , Zheng Chen, Fan Lin , HongJiang Zhang , Wei-Ying Ma : Ubiquitous media agents: a framework for managing personally accumulated multimedia files. Multimedia Syst. 9 (2): 144-156 (2003)

HongJiang Zhang , Zheng Chen, Mingjing Li , Zhong Su : Relevance Feedback and Learning in Content-Based Image Search. World Wide Web 6 (2): 131-155 (2003)

Zheng Chen, Liu Wenyin , Feng Zhang : A New Statistical Approach to Personal Name Extraction. ICML 2002 : 67-74

Jidong Wang , Zheng Chen, Li Tao , Wei-Ying Ma , Liu Wenyin : Ranking user's relevance to a topic through link analysis on web logs. WIDM 2002 : 49-54

Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma : A Unified Framework for Clustering Heterogeneous Web Objects. WISE 2002 : 161-172

Zheng Chen, Li Tao , Jidong Wang , Liu Wenyin , Wei-Ying Ma : A Unified Framework for Web Link Analysis. WISE 2002 : 63-72

Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen, Wei-Ying Ma , Chao-Jun Lu : Log Mining to Improve the Performance of Site Search. WISE Workshops 2002 : 238-245

Mingjing Li , Zheng Chen, HongJiang Zhang : Statistical correlation analysis in image retrieval. Pattern Recognition 35 (12): 2687-2693 (2002)

Zheng Chen, Fan Lin , Huan Liu , Wei-Ying Ma , Liu Wenyin : User Intention Modelling in Web Applications Using Data Mining. World Wide Web 5 (2): 181-192 (2002)

Liu Wenyin , Zheng Chen, Fan Lin , Rui Yang , Mingjing Li , HongJiang Zhang : Ubiquitous media agents for managing personal multimedia files. ACM Multimedia 2001 : 519-521

Fan Lin , Liu Wenyin , Zheng Chen, HongJiang Zhang , Long Tang : User Modeling for Efficient Use of Multimedia Files. IEEE Pacific Rim Conference on Multimedia 2001 : 182-189

Zheng Chen, Liu Wenyin , Chunhui Hu , Mingjing Li , HongJiang Zhang : IFind: A Web Image Search Engine. SIGIR 2001 : 450-450

Zheng Chen, Liu Wenyin , Rui Yang , Mingjing Li , HongJiang Zhang : A Web Media Agent. WWW Posters 2001

Zheng Chen, Liu Wenyin , Feng Zhang , Mingjing Li , HongJiang Zhang : Web mining for Web image retrieval. JASIST 52 (10): 831-839 (2001)

Liu Wenyin , Zheng Chen, Mingjing Li , HongJiang Zhang : A media agent for automatically building a personalized semantic index of Web media objects. JASIST 52 (10): 853-855 (2001)

Zheng Chen, Kai-Fu Lee : A New Statistical Approach To Chinese Pinyin Input. ACL 2000

Zheng Chen, Toby Berger : Reliability and Availability Analysis of Manhattan Street Network. MASCOTS 1993 : 143-148

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©2006 Association for Computing Machinery