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Note: Links lead to the DBLP on the Web. Bing Liu Bing Liu, Huaping Chen , Guoyi Zhang , Shijin Xu : A Grid-Based System for the Multi-reservoir Optimal Scheduling in Huaihe River Basin. APWeb Workshops 2006 : 672-677 Zhihui Wang , Bing Liu, Wei Wang , Haofeng Zhou , Baile Shi : An Effective Approach for Hiding Sensitive Knowledge in Data Publishing. WAIM 2006 : 146-157 Jingtao Li , Xueping Wang , Bing Liu, Qian Wang , Gendu Zhang : A Reputation Management Scheme Based on Global Trust Model for Peer-to-Peer Virtual Communities. WAIM 2006 : 205-216 Bing Liu, Yuliang Shi , Zhihui Wang , Wei Wang , Baile Shi : Dynamic Incremental Data Summarization for Hierarchical Clustering. WAIM 2006 : 410-421 Bing Liu, Zhihui Wang , Jingtao Li , Wei Wang , Baile Shi : Tight Bounds on the Estimation Distance Using Wavelet. WAIM 2006 : 460-471 Xin Li , Bing Liu: Mining community structure of named entities from free text. CIKM 2005 : 275-276 Kaidi Zhao , Bing Liu, Thomas M. Tirpak , Weimin Xiao : Opportunity map: a visualization framework for fast identification of actionable knowledge. CIKM 2005 : 60-67 Jiangjiao Duan , Wei Wang , Bing Liu, Yongsheng Xue , Haofeng Zhou , Baile Shi : Incorporating with Recursive Model Training in Time Series Clustering. CIT 2005 : 105-109 Xiaoming Yang , Zhibin Wang , Bing Liu, Shouzhi Zhang , Wei Wang , Bole Shi : Non-Almost-Derivable Frequent Itemsets Mining. CIT 2005 : 157-161 Yuliang Shi , Liang Zhang , Bing Liu, Fangfang Liu , Lili Lin , Baile Shi : A Formal Specification for Web Services Composition and Verification. CIT 2005 : 252-256 Yan Heping , Bing Liu, Xiaoming Yang , Wang Wei , Baile Shi , Genxing Yang : Controlling FD and MVD Inferences in MLS. CIT 2005 : 82-87 Greeshma Neglur , Robert L. Grossman , Bing Liu: Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. DILS 2005 : 145-157 Xiaoli Li , Bing Liu: Learning from Positive and Unlabeled Examples with Different Data Distributions. ECML 2005 : 218-229 Kaidi Zhao , Bing Liu, Thomas M. Tirpak , Weimin Xiao : A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. ICDM 2005 : 530-537 Bing Liu, Sushil K. Prasad , Erdogan Dogdu : A Small Listener for Heterogeneous Mobile Devices: A Service Enabler with a Uniform Web Object View. ICWS 2005 : 733-740 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 Yanhong Zhai , Bing Liu: Extracting Web Data Using Instance-Based Learning. WISE 2005 : 318-331 Bing Liu, Yanhong Zhai : NET - A System for Extracting Web Data from Flat and Nested Data Records. WISE 2005 : 487-495 Bing Liu: WISE-2005 Tutorial: Web Content Mining. WISE 2005 : 763 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 Leonardo Rigutini , Marco Maggini , Bing Liu: An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence 2005 : 529-535 Philip S. Yu , Xin Li , Bing Liu: Adding the Temporal Dimension to Search - A Case Study in Publication Search. Web Intelligence 2005 : 543-549 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) Chengqi Zhang , Qiang Yang , Bing Liu: Guest Editors' Introduction: Special Section on Intelligent Data Preparation. IEEE Trans. Knowl. Data Eng. 17 (9): 1163-1165 (2005) Bing Liu, Jiaju Zhou : SARS-CoV protease inhibitors design using virtual screening method from natural products libraries. Journal of Computational Chemistry 26 (5): 484-490 (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, Qinghua Cui , Tianzi Jiang , Songde Ma : A combinational feature selection and ensemble neural network method for classification of gene expression data. BMC Bioinformatics 5 : 136 (2004) Qinghua Cui , Tianzi Jiang , Bing Liu, Songde Ma : Esub8: A novel tool to predict protein subcellular localizations in eukaryotic organisms. BMC Bioinformatics 5 : 66 (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 Grossman , Pavan Kasturi , Donald Hamelberg , Bing Liu: An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds. J. Bioinformatics and Computational Biology 2 (1): 155-172 (2004) Bing Liu, Kevin Chen-Chuan Chang : Editorial: special issue on web content mining. SIGKDD Explorations 6 (2): 1-4 (2004) Olfa Nasraoui , Bamshad Mobasher , Brij M. Masand , Bing Liu: WebKDD 2004: web mining and web usage analysis post-workshop report. SIGKDD Explorations 6 (2): 147-151 (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 Pedro C. Diniz , Bing Liu: Selector: A Language Construct for Developing Dynamic Applications. LCPC 2002 : 218-232 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 Bing Liu: Scheduling via reinforcement. 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