Bing Liu

University of Illinois at Chicago

other persons with the same name:

• Bing Liu - University of South Australia
• Bing Liu - Universität Mannheim, Germany
• Bing Liu
• Bing Liu - Virginia Polytechnic Institute, Blacksburg, VA, USA
• Bing Liu - University of Science and Technology of China, Hefei, Anhui, China

	2010
168		Brian D. Davison, Torsten Suel, Nick Craswell, Bing Liu: Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010 ACM 2010
	2009
167		Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu: What's behind topic formation and development: a perspective of community core groups. CIKM 2009: 1843-1846
166		Bing Liu, P. S. Thiagarajan, David Hsu: Probabilistic Approximations of Signaling Pathway Dynamics. CMSB 2009: 251-265
165		Naixia Mou, Bing Liu, Xiushan Lu, Lingxian Zhang, Wenbao Liu: Semantic-Based Remote Sensing Images Intelligent Service on Grid Environment. DBTA 2009: 291-294
164		Bing Liu: An Ontology-Based Approach to Knowledge Management. FSKD (2) 2009: 188-192
163		Andrea Vaccari, Francesco Calabrese, Bing Liu, Carlo Ratti: Towards the SocioScope: an information system for the study of social dynamics through digital traces. GIS 2009: 52-61
162		Lei Zhang, Bing Liu, Jeffrey Benkler, Chi Zhou: Finding Actionable Knowledge via Automated Comparison. ICDE 2009: 1419-1430
161		Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen: Expanding Domain Sentiment Lexicon through Double Propagation. IJCAI 2009: 1199-1204
160		Xiaowen Ding, Bing Liu, Lei Zhang: Entity discovery and assignment for opinion mining applications. KDD 2009: 1125-1134
159		Hongwu Zhang, Hongyuan Wang, Hongcai Feng, Bing Liu, Bingxiang Gui: A Heuristic Greedy Optimum Algorithm for Target Coverage in Wireless Sensor Networks. PACCS 2009: 39-42
158		Bingxiang Gui, Bing Liu: An New Global Dynamic Scheduling Algorithm with Multi-Hop Path Splitting and Multi-Pathing Using GridFTP. PACCS 2009: 99-102
157		Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng: Positive Unlabeled Learning for Data Stream Classification. SDM 2009: 257-268
156		Bing Liu: Opinion Mining. Encyclopedia of Database Systems 2009: 1986-1990
155		Bing Liu: Classification by Association Rule Analysis. Encyclopedia of Database Systems 2009: 335-340
154		Shusen Ding, Bing Liu: A singular integral of the composite operator. Appl. Math. Lett. 22(8): 1271-1275 (2009)
153		Bing Liu, Lei Zhang: Dynamics of a two-species Lotka-Volterra competition system in a polluted environment with pulse toxicant input. Applied Mathematics and Computation 214(1): 155-162 (2009)
	2008
152		Ying Li, Bing Liu, Sunita Sarawagi: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008 ACM 2008
151		Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Jian Zhou, Wei Zang, Bing Liu: Towards a Multi-agent Model for Planning and Design of Exposition Spaces. ACRI 2008: 542-545
150		Xin Li, Bing Liu, Philip S. Yu: Time Sensitive Ranking with Application to Publication Search. ICDM 2008: 893-898
149		Nitin Jindal, Bing Liu: Opinion spam and analysis. WSDM 2008: 219-230
148		Xiaowen Ding, Bing Liu, Philip S. Yu: A holistic lexicon-based approach to opinion mining. WSDM 2008: 231-240
147		Bing Liu, Alexander Tuzhilin: Managing large collections of data mining models. Commun. ACM 51(2): 85-89 (2008)
146		Jing Zhang, Tianzi Jiang, Bing Liu, Xingpeng Jiang, Huizhi Zhao: Systematic benchmarking of microarray data feature extraction and classification. Int. J. Comput. Math. 85(5): 803-811 (2008)
145		Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)
144		Srinivasan Parthasarathy, Bing Liu: Guest editorial. Statistical Analysis and Data Mining 1(1): 4-5 (2008)
	2007
143		Bing Liu: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data Springer 2007
142		Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Classify Documents with Only a Small Positive Training Set. ECML 2007: 201-213
141		Nitin Jindal, Bing Liu: Analyzing and Detecting Review Spam. ICDM 2007: 547-552
140		Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Identify Unexpected Instances in the Test Set. IJCAI 2007: 2802-2807
139		Yi Zhang, Bing Liu: Semantic Text Classification of Emergent Disease Reports. PKDD 2007: 629-637
138		Yi Zhang, Bing Liu: Semantic text classification of disease reporting. SIGIR 2007: 747-748
137		Xiaowen Ding, Bing Liu: The utility of linguistic rules in opinion mining. SIGIR 2007: 811-812
136		Nitin Jindal, Bing Liu: Review spam detection. WWW 2007: 1189-1190
135		Yanhong Zhai, Bing Liu: Extracting Web Data Using Instance-Based Learning. World Wide Web 2007: 113-132
134		James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk: KDD Cup and workshop 2007. SIGKDD Explorations 9(2): 51-52 (2007)
	2006
133		Philip S. Yu, Vassilis J. Tsotras, Edward A. Fox, Bing Liu: Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006 ACM 2006
132		Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij M. Masand: Advances in Web Mining and Web Usage Analysis, 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004, Revised Selected Papers Springer 2006
131		Yanhong Zhai, Bing Liu: Automatic Wrapper Generation Using Tree Matching and Partial Tree Alignment. AAAI 2006
130		Nitin Jindal, Bing Liu: Mining Comparative Sentences and Relations. AAAI 2006
129		Minqing Hu, Bing Liu: Opinion Extraction and Summarization on the Web. AAAI 2006
128		Shenghua Bao, Yunbo Cao, Bing Liu, Yong Yu, Hang Li: Mining Latent Associations of Objects Using a Typed Mixture Model--A Case Study on Expert/Expertise Mining. ICDM 2006: 803-807
127		Bing Liu, Kaidi Zhao, Jeffrey Benkler, Weimin Xiao: Rule interestingness analysis using OLAP operations. KDD 2006: 297-306
126		Kaidi Zhao, Bing Liu, Jeffrey Benkler, Weimin Xiao: Opportunity map: identifying causes of failure - a deployed data mining system. KDD 2006: 892-901
125		Xin Li, Bing Liu, Philip S. Yu: Discovering Overlapping Communities of Named Entities. PKDD 2006: 593-600
124		Bing Liu, Zhihui Wang, Xiaoming Yang, Wei Wang, Baile Shi: A Bottom-Up Distance-Based Index Tree for Metric Space. RSKT 2006: 442-449
123		Bing Liu, Jianjun Xu, Zhihui Wang, Wei Wang, Baile Shi: Subsequence Similarity Search Under Time Shifting. RSKT 2006: 450-455
122		Nitin Jindal, Bing Liu: Identifying comparative sentences in text documents. SIGIR 2006: 244-251
121		Zhihui Wang, Bing Liu, Wei Wang, Haofeng Zhou, Baile Shi: An Effective Approach for Hiding Sensitive Knowledge in Data Publishing. WAIM 2006: 146-157
120		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
119		Bing Liu, Yuliang Shi, Zhihui Wang, Wei Wang, Baile Shi: Dynamic Incremental Data Summarization for Hierarchical Clustering. WAIM 2006: 410-421
118		Bing Liu, Zhihui Wang, Jingtao Li, Wei Wang, Baile Shi: Tight Bounds on the Estimation Distance Using Wavelet. WAIM 2006: 460-471
117		Yanhong Zhai, Bing Liu: Structured Data Extraction from the Web Based on Partial Tree Alignment. IEEE Trans. Knowl. Data Eng. 18(12): 1614-1628 (2006)
	2005
116		Xin Li, Bing Liu: Mining community structure of named entities from free text. CIKM 2005: 275-276
115		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao: Opportunity map: a visualization framework for fast identification of actionable knowledge. CIKM 2005: 60-67
114		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
113		Xiaoming Yang, Zhibin Wang, Bing Liu, Shouzhi Zhang, Wei Wang, Bole Shi: Non-Almost-Derivable Frequent Itemsets Mining. CIT 2005: 157-161
112		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
111		Yan Heping, Bing Liu, Xiaoming Yang, Wei Wang, Baile Shi, Genxing Yang: Controlling FD and MVD Inferences in MLS. CIT 2005: 82-87
110		Greeshma Neglur, Robert L. Grossman, Bing Liu: Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. DILS 2005: 145-157
109		Xiaoli Li, Bing Liu: Learning from Positive and Unlabeled Examples with Different Data Distributions. ECML 2005: 218-229
108		Lipo Wang, Bing Liu, Chunru Wan: Classification using support vector machines with graded resolution. GrC 2005: 666-670
107		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao: A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. ICDM 2005: 530-537
106		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
105		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
104		Yanhong Zhai, Bing Liu: Extracting Web Data Using Instance-Based Learning. WISE 2005: 318-331
103		Bing Liu, Yanhong Zhai: NET - A System for Extracting Web Data from Flat and Nested Data Records. WISE 2005: 487-495
102		Bing Liu: WISE-2005 Tutorial: Web Content Mining. WISE 2005: 763
101		Bing Liu, Minqing Hu, Junsheng Cheng: Opinion observer: analyzing and comparing opinions on the Web. WWW 2005: 342-351
100		Yanhong Zhai, Bing Liu: Web data extraction based on partial tree alignment. WWW 2005: 76-85
99		Leonardo Rigutini, Marco Maggini, Bing Liu: An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence 2005: 529-535
98		Philip S. Yu, Xin Li, Bing Liu: Adding the Temporal Dimension to Search - A Case Study in Publication Search. Web Intelligence 2005: 543-549
97		Bing Liu, Lansun Chen, Yujuan Zhang: The dynamics of a prey-dependent consumption model concerning impulsive control strategy. Applied Mathematics and Computation 169(1): 305-320 (2005)
96		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)
95		Bing Liu, Yujuan Zhang, Lansun Chen: Dynamic Complexities in a Lotka-volterra Predator-prey Model Concerning impulsive Control Strategy. I. J. Bifurcation and Chaos 15(2): 517-531 (2005)
94		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)
93		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)
	2004
92		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
91		Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu: Text Classification by Labeling Words. AAAI 2004: 425-430
90		Minqing Hu, Bing Liu: Mining Opinion Features in Customer Reviews. AAAI 2004: 755-760
89		Lipo Wang, Bing Liu, Chunru Wan: A Novel RBF Neural Network with Fast Training and Accurate Generalization. CIS 2004: 166-171
88		Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu: Semi-supervised Text Classification Using Partitioned EM. DASFAA 2004: 482-493
87		Lipo Wang, Bing Liu, Chunru Wan: A Novel Fuzzy Neural Network with Fast Training and Accurate Generalization. ISNN (1) 2004: 270-275
86		Minqing Hu, Bing Liu: Mining and summarizing customer reviews. KDD 2004: 168-177
85		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
84		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
83		Xiaoli Li, Bing Liu: Dealing with different distributions in learning from. WWW (Alternate Track Papers & Posters) 2004: 440-441
82		Philip S. Yu, Xin Li, Bing Liu: On the temporal dimension of search. WWW (Alternate Track Papers & Posters) 2004: 448-449
81		Bing Liu: Existence and uniqueness of solutionsto first-order multipoint boundary value problems. Appl. Math. Lett. 17(11): 1307-1316 (2004)
80		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)
79		Bing Liu: A note on a nonlocal boundary value problems. Applied Mathematics and Computation 154(3): 871-880 (2004)
78		Bing Liu: Positive solutions of a nonlinear four-point boundary value problems. Applied Mathematics and Computation 155(1): 179-203 (2004)
77		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)
76		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)
75		Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining Web Pages for Data Records. IEEE Intelligent Systems 19(6): 49-55 (2004)
74		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)
73		Robert L. 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)
72		Bing Liu, Kevin Chen-Chuan Chang: Editorial: special issue on web content mining. SIGKDD Explorations 6(2): 1-4 (2004)
71		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)
	2003
70		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
69		Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu: Building Text Classifiers Using Positive and Unlabeled Examples. ICDM 2003: 179-188
68		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller: Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization. ICDM 2003: 747-
67		Wee Sun Lee, Bing Liu: Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML 2003: 448-455
66		Lan Yi, Bing Liu: Web Page Cleaning for Web Mining through Feature Weighting. IJCAI 2003: 43-50
65		Xiaoli Li, Bing Liu: Learning to Classify Texts Using Positive and Unlabeled Data. IJCAI 2003: 587-594
64		Nastaran Baradaran, Jacqueline Chame, Chun Chen, Pedro C. Diniz, Mary W. Hall, Yoon-Ju Lee, Bing Liu, Robert F. Lucas: ECO: An Empirical-Based Compilation and Optimization System. IPDPS 2003: 206
63		Lan Yi, Bing Liu, Xiaoli Li: Eliminating noisy information in Web pages for data mining. KDD 2003: 296-305
62		Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining data records in Web pages. KDD 2003: 601-606
61		Bing Liu, Chee Wee Chin, Hwee Tou Ng: Mining topic-specific concepts and definitions on the web. WWW 2003: 251-260
60		Bing Liu, Yiming Ma, Ching Kian Wong, Philip S. Yu: Scoring the Data Using Association Rules. Appl. Intell. 18(2): 119-135 (2003)
59		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)
	2002
58		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
57		Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu: Using micro information units for internet search. CIKM 2002: 566-573
56		Bing Liu, Jing Liu: Multivariate Time Series Prediction via Temporal Classification. ICDE 2002: 268
55		Gao Cong, Bing Liu: Speed-up Iterative Frequent Itemset Mining with Constraint Changes. ICDM 2002: 107-114
54		Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li: Partially Supervised Classification of Text Documents. ICML 2002: 387-394
53		Haoran Wu, Tong-Heng Phang, Bing Liu, Xiaoli Li: A refinement approach to handling model misfit in text categorization. KDD 2002: 207-216
52		Alexander Tuzhilin, Bing Liu: Querying multiple sets of discovered rules. KDD 2002: 52-60
51		Pedro C. Diniz, Bing Liu: Selector: A Language Construct for Developing Dynamic Applications. LCPC 2002: 218-232
50		Gao Cong, Lan Yi, Bing Liu, Ke Wang: Discovering Frequent Substructures from Hierarchical Semi-structured Data. SDM 2002
49		Bing Liu, Kaidi Zhao, Lan Yi: Visualizing web site comparisons. WWW 2002: 693-703
48		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)
47		Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth: Business applications of data mining. Commun. ACM 45(8): 49-53 (2002)
46		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)
	2001
45		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determine the Starting Sample Size for Progressive Sampling. DMKD 2001
44		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determining the Starting Sample Size for Progressive Sampling. ECML 2001: 192-202
43		Bing Liu, Yiming Ma, Ronnie Lee: Analyzing the Interestingness of Association Rules from the Temporal Dimension. ICDM 2001: 377-384
42		Bing Liu, Yiming Ma, Philip S. Yu: Discovering unexpected information from your competitors' web sites. KDD 2001: 144-153
41		Bing Liu, Wynne Hsu, Yiming Ma: Identifying non-actionable association rules. KDD 2001: 329-334
40		Bing Liu, Wynne Hsu, Yiming Ma: Discovering the set of fundamental rule changes. KDD 2001: 335-340
	2000
39		Bing Liu, Minqing Hu, Wynne Hsu: Intuitive Representation of Decision Trees Using General Rules and Exceptions. AAAI/IAAI 2000: 615-620
38		Bing Liu, Yiyuan Xia, Philip S. Yu: Clustering Through Decision Tree Construction. CIKM 2000: 20-29
37		Bing Liu, Yiming Ma, Ching Kian Wong: Web for Data Mining Applications. COMPSAC 2000: 465-466
36		Bing Liu, Wynne Hsu, Heng-Siew Han, Yiyuan Xia: Mining Changes for Real-Life Applications. DaWaK 2000: 337-346
35		Bing Liu, Minqing Hu, Wynne Hsu: Multi-level organization and summarization of the discovered rules. KDD 2000: 208-217
34		Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling: Exploration mining in diabetic patients databases: findings and conclusions. KDD 2000: 430-436
33		Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee: Targeting the right students using data mining. KDD 2000: 457-464
32		Bing Liu, Yiming Ma, Ching Kian Wong: Improving an Association Rule Based Classifier. PKDD 2000: 504-509
31		Wynne Hsu, Bing Liu: Conceptual design: issues and challenges. Computer-Aided Design 32(14): 849-850 (2000)
30		Bing Liu, Wynne Hsu, Shu Chen, Yiming Ma: Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems 15(5): 47-55 (2000)
29		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)
	1999
28		Ke Wang, Chu Xu, Bing Liu: Clustering Transactions Using Large Items. CIKM 1999: 483-490
27		Yaodong He, Zao Jiang, Bing Liu, Hong Zhao: Content-based Index and Retrieval Method of Chinese Document Images. ICDAR 1999: 685-688
26		Bing Liu, Wynne Hsu, Yiming Ma: Pruning and Summarizing the Discovered Associations. KDD 1999: 125-134
25		Bing Liu, Wynne Hsu, Yiming Ma: Mining Association Rules with Multiple Minimum Supports. KDD 1999: 337-341
24		Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen: Mining Interesting Knowledge Using DM-II. KDD 1999: 430-434
23		Bing Liu, Wynne Hsu, Ke Wang, Shu Chen: Visually Aided Exploration of Interesting Association Rules. PAKDD 1999: 380-389
22		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)
	1998
21		Ke Wang, Soon Hock William Tay, Bing Liu: Interestingness-Based Interval Merger for Numeric Association Rules. KDD 1998: 121-128
20		Bing Liu, Wynne Hsu, Yiming Ma: Integrating Classification and Association Rule Mining. KDD 1998: 80-86
19		Bing Liu, Ke Wang, Lai-Fun Mun, Xin-Zhi Qi: Using Decision Tree Induction for Discovering Holes in Data. PRICAI 1998: 182-193
18		Ke Wang, Bing Liu: Concurrent Discretization of Multiple Attributes. PRICAI 1998: 250-259
	1997
17		Bing Liu, Liang-Ping Ku, Wynne Hsu: Discovering Interesting Holes in Data. IJCAI (2) 1997: 930-935
16		Bing Liu, Wynne Hsu, Shu Chen: Using General Impressions to Analyze Discovered Classification Rules. KDD 1997: 31-36
15		Joxan Jaffar, Bing Liu, Roland H. C. Yap: Forward and Backward Chaining in Constraint Programming (Abstract). LPNMR 1997: 1
	1996
14		Bing Liu, Wynne Hsu: Post-Analysis of Learned Rules. AAAI/IAAI, Vol. 1 1996: 828-834
13		Bing Liu, Joxan Jaffar: Using Constraints to Model Disjunctions in Rule-Based Reasoning. AAAI/IAAI, Vol. 2 1996: 1248-1255
12		Bing Liu: Intelligent Route Finding: Combining Knowledge and Cases and an Efficient Search Algorithm. ECAI 1996: 380-384
11		Bing Liu: An Improved Generic Arc Consistency Algorithm and Its Specializations. PRICAI 1996: 264-275
10		Bing Liu, P. Wang: Recognition of 3D Objects from 2D Images - Some Issues. SSPR 1996: 240-250
	1995
9		Bing Liu: A Refinement Approach to Search and Constraint Satisfaction Problem. IEA/AIE 1995: 233-240
8		Bing Liu: Intelligent Air Travel and Tourist Information Systems. IEA/AIE 1995: 603-610
7		Bing Liu: Using Knowledge to Isolate Search in Route Finding. IJCAI 1995: 119-125
6		Bing Liu: Increasing Functional Constraints Need to Be Checked Only Once. IJCAI (1) 1995: 586-591
	1994
5		Bing Liu: Integrating Rules and Constraints. ICTAI 1994: 676-679
4		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)
	1992
3		Bing Liu, Yuen-Wah Ku: ConstraintLisp: an object-oriented constraint programming language. SIGPLAN Notices 27(11): 17-26 (1992)
	1988
2		Bing Liu: A Reinforcement Approach to Schelduling. ECAI 1988: 580-585
1		Bing Liu: Scheduling via reinforcement. AI in Engineering 3(2): 76-85 (1988)

Coauthor Index

1	Chidanand Apté	[47]
2	Janaka Balasooriya	[84]
3	Shenghua Bao	[128]
4	Nastaran Baradaran	[64]
5	Saeid Belkasim	[84]
6	Jeffrey Benkler	[126] [127] [162]
7	James Bennett	[134]
8	Ivan Blecic	[151]
9	Anu G. Bourgeois	[84]
10	Jiajun Bu	[161]
11	Francesco Calabrese	[163]
12	Yunbo Cao	[128]
13	Arnaldo Cecchini	[151]
14	Soumen Chakrabarti	[74]
15	Jacqueline Chame	[64]
16	Kevin Chen-Chuan Chang	[72]
17	Chun Chen	[64] [161]
18	Lansun Chen	[95] [97]
19	Shu Chen	[16] [23] [24] [30]
20	Junsheng Cheng	[101]
21	Ming-Shan Cheng	[58]
22	Chee Wee Chin	[61]
23	Siew-Hwee Choo	[4]
24	Gao Cong	[50] [55] [88]
25	Nick Craswell	[168]
26	Isabel F. Cruz	[46]
27	Qinghua Cui	[76] [77] [96]
28	Yang Dai	[69]
29	Gautam Das	[92]
30	Brian D. Davison	[168]
31	Shusen Ding	[154]
32	Xiaowen Ding	[137] [148] [160]
33	Pedro C. Diniz	[51] [64]
34	Erdogan Dogdu	[84] [106]
35	Jiangjiao Duan	[114]
36	Charles Elkan	[134]
37	David J. Evans	[59]
38	Hongcai Feng	[159]
39	Edward A. Fox	[133]
40	Joydeep Ghosh	[145]
41	Robert L. Grossman	[62] [70] [73] [75] [110]
42	Baohua Gu	[44] [45]
43	Bingxiang Gui	[158] [159]
44	Mary W. Hall	[64]
45	Donald Hamelberg	[70] [73]
46	Heng-Siew Han	[36]
47	David J. Hand	[145]
48	Arthi Hariharan	[84]
49	Yaodong He	[27]
50	Yan Heping	[111]
51	David Hsu	[166]
52	Wynne Hsu	[14] [16] [17] [20] [22] [23] [24] [25] [26] [30] [31] [34] [35] [36] [39] [40] [41]
53	Feifang Hu	[44] [45]
54	Minqing Hu	[35] [39] [57] [86] [90] [101] [129]
55	Joxan Jaffar	[13] [15]
56	Tianzi Jiang	[59] [76] [77] [96] [146]
57	Xingpeng Jiang	[146]
58	Zao Jiang	[27]
59	Nitin Jindal	[122] [130] [136] [141] [149]
60	Pavan Kasturi	[70] [73]
61	Ashfaq A. Khokhar	[46]
62	Liang-Ping Ku	[17]
63	Yuen-Wah Ku	[3]
64	Vipin Kumar	[145]
65	Hing-Yan Lee	[22]
66	Mong-Li Lee	[34]
67	Ronnie Lee	[43]
68	Shuik Ming Lee	[33]
69	Soo-Chee Lee	[4]
70	Wee Sun Lee	[54] [67] [69] [88] [91]
71	Yoon-Ju Lee	[64]
72	Sing-Meng Leong	[4]
73	Hang Li	[128]
74	Jingtao Li	[118] [120]
75	Qing Li	[167]
76	Xiaoli Li	[53] [54] [57] [63] [65] [69] [83] [91] [109] [140] [142] [157]
77	Xin Li	[82] [98] [116] [125] [150]
78	Ying Li	[152]
79	Lili Lin	[112]
80	Tok Wang Ling	[34]
81	Fangfang Liu	[112]
82	Huan Liu	[44] [45]
83	Jing Liu	[56]
84	Wenbao Liu	[165]
85	Shee-Ling Lok	[4]
86	Xiushan Lu	[165]
87	Yingli Lu	[59]
88	Robert F. Lucas	[64]
89	Songde Ma	[76] [77] [96]
90	Yiming Ma	[20] [24] [25] [26] [29] [30] [32] [33] [37] [40] [41] [42] [43] [60]
91	Praveen Madiraju	[84]
92	Vijay K. Madisetti	[84]
93	Marco Maggini	[99]
94	Srilaxmi Malladi	[84]
95	Brij M. Masand	[71] [132]
96	Geoffrey J. McLachlan	[145]
97	Bamshad Mobasher	[71] [132]
98	Hiroshi Motoda	[145]
99	Naixia Mou	[165]
100	Lai-Fun Mun	[19] [22]
101	Olfa Nasraoui	[71] [132]
102	Shamkant B. Navathe	[84]
103	Greeshma Neglur	[110]
104	Angus F. M. Ng	[145]
105	Hwee Tou Ng	[61]
106	See-Kiong Ng	[140] [142] [157]
107	Yi Pan	[84]
108	Srinivasan Parthasarathy	[144]
109	Edwin P. D. Pednault	[47]
110	Tong-Heng Phang	[53] [57]
111	Foong-Ping Poon	[4]
112	Sushil K. Prasad	[84] [106]
113	Xin-Zhi Qi	[19]
114	Tieyun Qian	[167]
115	Guang Qiu	[161]
116	J. Ross Quinlan	[145]
117	Carlo Ratti	[163]
118	Leonardo Rigutini	[99]
119	Sunita Sarawagi	[152]
120	Andreas Schaller	[68] [85]
121	Phillip C.-Y. Sheu (Phillip Chen-Yu Sheu)	[167]
122	Baile Shi (Bole Shi)	[111] [112] [113] [114] [118] [119] [121] [123] [124]
123	Yuliang Shi	[112] [119]
124	A. Prasad Sistla	[46]
125	Raghupathy Sivakumar	[84]
126	Padhraic Smyth	[47] [134]
127	Jaideep Srivastava	[167]
128	Michael Steinbach	[145]
129	Dan Steinberg	[145]
130	Torsten Suel	[168]
131	Rajshekhar Sunderraman (Raj Sunderraman)	[84]
132	Hwee-Har Tan	[4]
133	Soon Hock William Tay	[21]
134	P. S. Thiagarajan	[166]
135	Domonkos Tikk	[134]
136	Thomas M. Tirpak	[68] [85] [107] [115]
137	Giuseppe A. Trunfio	[151]
138	Vassilis J. Tsotras	[133]
139	Alexander Tuzhilin	[52] [147]
140	Andrea Vaccari	[163]
141	Chunru Wan	[87] [89] [105] [108]
142	Hongyuan Wang	[159]
143	Ke Wang	[18] [19] [21] [23] [28] [50]
144	Lipo Wang	[87] [89] [105] [108]
145	P. Wang	[10]
146	Qian Wang	[120]
147	Xueping Wang	[120]
148	Zhibin Wang	[113]
149	Zhihui Wang	[118] [119] [121] [123] [124]
150	Wei Wang	[111] [113] [114] [118] [119] [121] [123] [124]
151	Michael Weeks	[84]
152	Ouri Wolfson	[46]
153	Ching Kian Wong	[29] [32] [33] [37] [60]
154	Haoran Wu	[53] [88]
155