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Bing Liu

Papers on DiSC'04


Semi-Supervised Text Classification Using Partitioned EM

WebKDD 2004 - Web Mining and Web Usage Analysis Post-Workshop report

Editorial: Special Issue on Web Content Mining

Mining and Summarizing Customer Reviews

V-Miner: Using Enhanced Parallel Coordinates to Mine Product Design and TestData

Publications


Note: Links lead to the DBLP on the Web.

Bing Liu

Lipo Wang , Bing Liu, Chunru Wan : On the Universal Approximation Theorem of Fuzzy Neural Networks with Random Membership Function Parameters. ISNN (1) 2005 : 45-50

Bing Liu, Minqing Hu , Junsheng Cheng : Opinion observer: analyzing and comparing opinions on the Web. WWW 2005 : 342-351

Yanhong Zhai , Bing Liu: Web data extraction based on partial tree alignment. WWW 2005 : 76-85

Qinghua Cui , Bing Liu, Tianzi Jiang , Songde Ma : Characterizing the dynamic connectivity between genes by variable parameter regression and Kalman filtering based on temporal gene expression data. Bioinformatics 21 (8): 1538-1541 (2005)

Gautam Das , Bing Liu, Philip S. Yu : Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, DMKD 2004, Paris, France, June 13, 2004 ACM 2004

Bing Liu, Xiaoli Li , Wee Sun Lee , Philip S. Yu : Text Classification by Labeling Words. AAAI 2004 : 425-430

Minqing Hu , Bing Liu: Mining Opinion Features in Customer Reviews. AAAI 2004 : 755-760

Lipo Wang , Bing Liu, Chunru Wan : A Novel RBF Neural Network with Fast Training and Accurate Generalization. CIS 2004 : 166-171

Gao Cong , Wee Sun Lee , Haoran Wu , Bing Liu: Semi-supervised Text Classification Using Partitioned EM. DASFAA 2004 : 482-493

Lipo Wang , Bing Liu, Chunru Wan : A Novel Fuzzy Neural Network with Fast Training and Accurate Generalization. ISNN (1) 2004 : 270-275

Minqing Hu , Bing Liu: Mining and summarizing customer reviews. KDD 2004 : 168-177

Kaidi Zhao , Bing Liu, Thomas M. Tirpak , Andreas Schaller : V-Miner: using enhanced parallel coordinates to mine product design and test data. KDD 2004 : 494-502

Sushil K. Prasad , Vijay K. Madisetti , Shamkant B. Navathe , Raj Sunderraman , Erdogan Dogdu , Anu G. Bourgeois , Michael Weeks , Bing Liu, Janaka Balasooriya , Arthi Hariharan , Wanxia Xie , Praveen Madiraju , Srilaxmi Malladi , Raghupathy Sivakumar , Alexander Zelikovsky , Yanqing Zhang , Yi Pan , Saeid Belkasim : SyD: A Middleware Testbed for Collaborative Applications over Small Heterogeneous Devices and Data Stores. Middleware 2004 : 352-371

Xiaoli Li , Bing Liu: Dealing with different distributions in learning from. WWW (Alternate Track Papers & Posters) 2004 : 440-441

Philip S. Yu , Xin Li , Bing Liu: On the temporal dimension of search. WWW (Alternate Track Papers & Posters) 2004 : 448-449

Bing Liu: Existence and uniqueness of solutionsto first-order multipoint boundary value problems. Appl. Math. Lett. 17 (11): 1307-1316 (2004)

Bing Liu: Positive solutions of three-point boundary value problems for the one-dimensional p-laplacian with infinitely many singularities. Appl. Math. Lett. 17 (6): 655-661 (2004)

Bing Liu, Robert L. Grossman , Yanhong Zhai : Mining Web Pages for Data Records. IEEE Intelligent Systems 19 (6): 49-55 (2004)

Bing Liu, Soumen Chakrabarti : Guest Editors' Introduction: Special Section on Mining and Searching the Web. IEEE Trans. Knowl. Data Eng. 16 (1): 2-3 (2004)

Robert L. Grossman , Pavan Kasturi , Donald Hamelberg , Bing Liu: Experimental Studies of the Universal Chemical Key (UCK)Algorithm on the NCI Database of Chemical Compounds. CSB 2003 : 244-250

Bing Liu, Yang Dai , Xiaoli Li , Wee Sun Lee , Philip S. Yu : Building Text Classifiers Using Positive and Unlabeled Examples. ICDM 2003 : 179-188

Kaidi Zhao , Bing Liu, Thomas M. Tirpak , Andreas Schaller : Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization. ICDM 2003 : 747-

Wee Sun Lee , Bing Liu: Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML 2003 : 448-455

Lan Yi , Bing Liu: Web Page Cleaning for Web Mining through Feature Weighting. IJCAI 2003 : 43-50

Xiaoli Li , Bing Liu: Learning to Classify Texts Using Positive and Unlabeled Data. IJCAI 2003 : 587-594

Nastaran Baradaran , Jacqueline Chame , Chun Chen , Pedro C. Diniz , Mary W. Hall , Yoon-Ju Lee , Bing Liu, Robert Lucas : ECO: An Empirical-Based Compilation and Optimization System. IPDPS 2003 : 206

Lan Yi , Bing Liu, Xiaoli Li : Eliminating noisy information in Web pages for data mining. KDD 2003 : 296-305

Bing Liu, Robert L. Grossman , Yanhong Zhai : Mining data records in Web pages. KDD 2003 : 601-606

Bing Liu, Maoyuan Yu , Dennis Maier , Reinhard Männer : Accelerated Bundle Adjustment in Multiple-View Reconstruction. KES 2003 : 1195-1201

Bing Liu, Chee Wee Chin , Hwee Tou Ng : Mining topic-specific concepts and definitions on the web. WWW 2003 : 251-260

Bing Liu, Yiming Ma , Ching Kian Wong , Philip S. Yu : Scoring the Data Using Association Rules. Appl. Intell. 18 (2): 119-135 (2003)

Tianzi Jiang , Bing Liu, Yingli Lu , David J. Evans : A Neural Network Approach to Shape from Shading. Int. J. Comput. Math. 80 (4): 433-439 (2003)

Ming-Shan Cheng , Philip S. Yu , Bing Liu: Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings Springer 2002

Xiaoli Li , Tong-Heng Phang , Minqing Hu , Bing Liu: Using micro information units for internet search. CIKM 2002 : 566-573

Bing Liu, Jing Liu : Multivariate Time Series Prediction via Temporal Classification. ICDE 2002 : 268

Gao Cong , Bing Liu: Speed-up Iterative Frequent Itemset Mining with Constraint Changes. ICDM 2002 : 107-114

Bing Liu, Wee Sun Lee , Philip S. Yu , Xiaoli Li : Partially Supervised Classification of Text Documents. ICML 2002 : 387-394

Haoran Wu , Tong-Heng Phang , Bing Liu, Xiaoli Li : A refinement approach to handling model misfit in text categorization. KDD 2002 : 207-216

Alexander Tuzhilin , Bing Liu: Querying multiple sets of discovered rules. KDD 2002 : 52-60

Gao Cong , Lan Yi , Bing Liu, Ke Wang : Discovering Frequent Substructures from Hierarchical Semi-structured Data. SDM 2002

Bing Liu, Kaidi Zhao , Lan Yi : Visualizing web site comparisons. WWW 2002 : 693-703

Bing Liu, Jian She Yu : Note on third-order boundary value problem for differential equations with deviating arguments. Appl. Math. Lett. 15 (3): 371-379 (2002)

Chidanand Apté , Bing Liu, Edwin P. D. Pednault , Padhraic Smyth : Business applications of data mining. Commun. ACM 45 (8): 49-53 (2002)

Isabel F. Cruz , Ashfaq A. Khokhar , Bing Liu, A. Prasad Sistla , Ouri Wolfson , Clement T. Yu : Research Activities in Database Management and Information Retrieval at the University of Illinois at Chicago. SIGMOD Record 31 (3): 103-108 (2002)

Baohua Gu , Bing Liu, Feifang Hu , Huan Liu : Efficiently Determine the Starting Sample Size for Progressive Sampling. DMKD 2001

Baohua Gu , Bing Liu, Feifang Hu , Huan Liu : Efficiently Determining the Starting Sample Size for Progressive Sampling. ECML 2001 : 192-202

Bing Liu, Yiming Ma , Ronnie Lee : Analyzing the Interestingness of Association Rules from the Temporal Dimension. ICDM 2001 : 377-384

Bing Liu, Yiming Ma , Philip S. Yu : Discovering unexpected information from your competitors' web sites. KDD 2001 : 144-153

Bing Liu, Wynne Hsu , Yiming Ma : Identifying non-actionable association rules. KDD 2001 : 329-334

Bing Liu, Wynne Hsu , Yiming Ma : Discovering the set of fundamental rule changes. KDD 2001 : 335-340

Bing Liu, Minqing Hu , Wynne Hsu : Intuitive Representation of Decision Trees Using General Rules and Exceptions. AAAI/IAAI 2000 : 615-620

Bing Liu, Yiyuan Xia , Philip S. Yu : Clustering Through Decision Tree Construction. CIKM 2000 : 20-29

Bing Liu, Yiming Ma , Ching Kian Wong : Web for Data Mining Applications. COMPSAC 2000 : 465-466

Bing Liu, Wynne Hsu , Heng-Siew Han , Yiyuan Xia : Mining Changes for Real-Life Applications. DaWaK 2000 : 337-346

Bing Liu, Minqing Hu , Wynne Hsu : Multi-level organization and summarization of the discovered rules. KDD 2000 : 208-217

Wynne Hsu , Mong-Li Lee , Bing Liu, Tok Wang Ling : Exploration mining in diabetic patients databases: findings and conclusions. KDD 2000 : 430-436

Yiming Ma , Bing Liu, Ching Kian Wong , Philip S. Yu , Shuik Ming Lee : Targeting the right students using data mining. KDD 2000 : 457-464

Bing Liu, Yiming Ma , Ching Kian Wong : Improving an Association Rule Based Classifier. PKDD 2000 : 504-509

Wynne Hsu , Bing Liu: Conceptual design: issues and challenges. Computer-Aided Design 32 (14): 849-850 (2000)

Bing Liu, Wynne Hsu , Shu Chen , Yiming Ma : Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems 15 (5): 47-55 (2000)

Yiming Ma , Bing Liu, Ching Kian Wong : Web for Data Mining: Organizing and Interpreting the Discovered Rules using the Web. SIGKDD Explorations 2 (1): 16-23 (2000)

Ke Wang , Chu Xu , Bing Liu: Clustering Transactions Using Large Items. CIKM 1999 : 483-490

Yaodong He , Zao Jiang , Bing Liu, Hong Zhao : Content-based Index and Retrieval Method of Chinese Document Images. ICDAR 1999 : 685-688

Bing Liu, Wynne Hsu , Yiming Ma : Pruning and Summarizing the Discovered Associations. KDD 1999 : 125-134

Bing Liu, Wynne Hsu , Yiming Ma : Mining Association Rules with Multiple Minimum Supports. KDD 1999 : 337-341

Bing Liu, Wynne Hsu , Yiming Ma , Shu Chen : Mining Interesting Knowledge Using DM-II. KDD 1999 : 430-434

Bing Liu, Wynne Hsu , Ke Wang , Shu Chen : Visually Aided Exploration of Interesting Association Rules. PAKDD 1999 : 380-389

Bing Liu, Wynne Hsu , Lai-Fun Mun , Hing-Yan Lee : Finding Interesting Patterns Using User Expectations. IEEE Trans. Knowl. Data Eng. 11 (6): 817-832 (1999)

Ke Wang , Soon Hock William Tay , Bing Liu: Interestingness-Based Interval Merger for Numeric Association Rules. KDD 1998 : 121-128

Bing Liu, Wynne Hsu , Yiming Ma : Integrating Classification and Association Rule Mining. KDD 1998 : 80-86

Bing Liu, Ke Wang , Lai-Fun Mun , Xin-Zhi Qi : Using Decision Tree Induction for Discovering Holes in Data. PRICAI 1998 : 182-193

Ke Wang , Bing Liu: Concurrent Discretization of Multiple Attributes. PRICAI 1998 : 250-259

Bing Liu, Liang-Ping Ku , Wynne Hsu : Discovering Interesting Holes in Data. IJCAI (2) 1997 : 930-935

Bing Liu, Wynne Hsu , Shu Chen : Using General Impressions to Analyze Discovered Classification Rules. KDD 1997 : 31-36

Joxan Jaffar , Bing Liu, Roland H. C. Yap : Forward and Backward Chaining in Constraint Programming (Abstract). LPNMR 1997 : 1

Bing Liu, Wynne Hsu : Post-Analysis of Learned Rules. AAAI/IAAI, Vol. 1 1996 : 828-834

Bing Liu, Joxan Jaffar : Using Constraints to Model Disjunctions in Rule-Based Reasoning. AAAI/IAAI, Vol. 2 1996 : 1248-1255

Bing Liu: Intelligent Route Finding: Combining Knowledge and Cases and an Efficient Search Algorithm. ECAI 1996 : 380-384

Bing Liu: An Improved Generic Arc Consistency Algorithm and Its Specializations. PRICAI 1996 : 264-275

Bing Liu, P. Wang : Recognition of 3D Objects from 2D Images - Some Issues. SSPR 1996 : 240-250

Bing Liu: A Refinement Approach to Search and Constraint Satisfaction Problem. IEA/AIE 1995 : 233-240

Bing Liu: Intelligent Air Travel and Tourist Information Systems. IEA/AIE 1995 : 603-610

Bing Liu: Using Knowledge to Isolate Search in Route Finding. IJCAI 1995 : 119-125

Bing Liu: Increasing Functional Constraints Need to Be Checked Only Once. IJCAI (1) 1995 : 586-591

Bing Liu: Integrating Rules and Constraints. ICTAI 1994 : 676-679

Bing Liu, Siew-Hwee Choo , Shee-Ling Lok , Sing-Meng Leong , Soo-Chee Lee , Foong-Ping Poon , Hwee-Har Tan : Finding the Shortest Route Using Cases, Knowledge, and Djikstra's Algorithm. IEEE Expert 9 (5): 7-11 (1994)

Bing Liu, Yuen-Wah Ku : ConstraintLisp: an object-oriented constraint programming language. SIGPLAN Notices 27 (11): 17-26 (1992)

Bing Liu: A Reinforcement Approach to Schelduling. ECAI 1988 : 580-585

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