Bing Liu

University of Illinois at Chicago

other persons with the same name:

• Bing Liu
• Bing Liu 0002 - University of South Australia
• Bing Liu 0003 - Google / Virginia Polytechnic Institute, Blacksburg, VA, USA
• Bing Liu 0004 - Universität Mannheim, Germany
• Bing Liu 0005 - University of Science and Technology of China, Hefei, Anhui, China
• Bing Liu 0006
• Bing Liu 0007 - Concordia University, Montreal, Canada
• Bing Liu 0008 - Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition
• Bing Liu 0009 - Fudan University
• Bing Liu 0010 - Huazhong University of Science and Technology, Department of Mathematics
• Bing Liu 0011 - Anshan Normal University, Department of Mathematics
• Bing Liu 0012 - Qualcomm / HKUST
• Bing Liu 0013 - National University of Singapore
• Bing Liu 0014 - Nanyang Technological University, School of Electrical and Electronic Engineering
• Bing Liu 0015 - University of Southern California

	2012
b2		Bing Liu: Sentiment Analysis and Opinion Mining. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2012
j23		Zhongwu Zhai, Bing Liu, Jingyuan Wang, Hua Xu, Peifa Jia: Product Feature Grouping for Opinion Mining. IEEE Intelligent Systems 27(4): 37-44 (2012)
j22		Guan Wang, Sihong Xie, Bing Liu, Philip S. Yu: Identify Online Store Review Spammers via Social Review Graph. ACM TIST 3(4): 61 (2012)
p1		Bing Liu, Lei Zhang: A Survey of Opinion Mining and Sentiment Analysis. Mining Text Data 2012: 415-463
c126		Arjun Mukherjee, Bing Liu: Modeling Review Comments. ACL (1) 2012: 320-329
c125		Arjun Mukherjee, Bing Liu: Aspect Extraction through Semi-Supervised Modeling. ACL (1) 2012: 339-348
c124		Jing Wang, Clement T. Yu, Philip S. Yu, Bing Liu, Weiyi Meng: Diversionary comments under political blog posts. CIKM 2012: 1789-1793
c123		Arjun Mukherjee, Bing Liu: Analysis of Linguistic Style Accommodation in Online Debates. COLING 2012: 1831-1846
c122		Arjun Mukherjee, Bing Liu: Mining contentions from discussions and debates. KDD 2012: 841-849
c121		Arjun Mukherjee, Bing Liu, Natalie S. Glance: Spotting fake reviewer groups in consumer reviews. WWW 2012: 191-200
	2011
j21		Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen: Opinion Word Expansion and Target Extraction through Double Propagation. Computational Linguistics 37(1): 9-27 (2011)
c120		Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia: Identifying Evaluative Sentences in Online Discussions. AAAI 2011
c119		Lei Zhang, Bing Liu: Identifying Noun Product Features that Imply Opinions. ACL (Short Papers) 2011: 575-580
c118		Lei Zhang, Bing Liu: Entity set expansion in opinion documents. HT 2011: 281-290
c117		Guan Wang, Sihong Xie, Bing Liu, Philip S. Yu: Review Graph Based Online Store Review Spammer Detection. ICDM 2011: 1242-1247
c116		Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Constrained LDA for Grouping Product Features in Opinion Mining. PAKDD (1) 2011: 448-459
c115		Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Clustering product features for opinion mining. WSDM 2011: 347-354
c114		Arjun Mukherjee, Bing Liu, Junhui Wang, Natalie S. Glance, Nitin Jindal: Detecting group review spam. WWW (Companion Volume) 2011: 93-94
	2010
c113		Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng: Distributional Similarity vs. PU Learning for Entity Set Expansion. ACL (Short Papers) 2010: 359-364
c112		Ee-Peng Lim, Viet-An Nguyen, Nitin Jindal, Bing Liu, Hady Wirawan Lauw: Detecting product review spammers using rating behaviors. CIKM 2010: 939-948
c111		Nitin Jindal, Bing Liu, Ee-Peng Lim: Finding unusual review patterns using unexpected rules. CIKM 2010: 1549-1552
c110		Enrique Amigó, Javier Artiles, Julio Gonzalo, Damiano Spina, Bing Liu, Adolfo Corujo: WePS3 Evaluation Campaign: Overview of the On-line Reputation Management Task. CLEF (Notebook Papers/LABs/Workshops) 2010
c109		Xiaowen Ding, Bing Liu: Resolving Object and Attribute Coreference in Opinion Mining. COLING 2010: 268-276
c108		Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia: Grouping Product Features Using Semi-Supervised Learning with Soft-Constraints. COLING 2010: 1272-1280
c107		Lei Zhang, Bing Liu, Suk Hwan Lim, Eamonn O'Brien-Strain: Extracting and Ranking Product Features in Opinion Documents. COLING (Posters) 2010: 1462-1470
c106		Arjun Mukherjee, Bing Liu: Improving Gender Classification of Blog Authors. EMNLP 2010: 207-217
c105		Xiaoli Li, Bing Liu, See-Kiong Ng: Negative Training Data Can be Harmful to Text Classification. EMNLP 2010: 218-228
c104		Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu: Hierarchical Web-Page Clustering via In-Page and Cross-Page Link Structures. PAKDD (2) 2010: 222-229
c103		Nitin Jindal, Bing Liu: A Generalized Tree Matching Algorithm Considering Nested Lists for Web Data Extraction. SDM 2010: 930-941
c102		Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han, Bing Liu: Entity relation discovery from web tables and links. WWW 2010: 1145-1146
e10		Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (Eds.): ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010. IEEE Computer Society 2010
e9		Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (Eds.): ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 14 December 2010. IEEE Computer Society 2010
e8		Brian D. Davison, Torsten Suel, Nick Craswell, Bing Liu (Eds.): 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, isbn 978-1-60558-889-6
	2009
c101		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
c100		Ramanathan Narayanan, Bing Liu, Alok N. Choudhary: Sentiment Analysis of Conditional Sentences. EMNLP 2009: 180-189
c99		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
c98		Lei Zhang, Bing Liu, Jeffrey Benkler, Chi Zhou: Finding Actionable Knowledge via Automated Comparison. ICDE 2009: 1419-1430
c97		Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen: Expanding Domain Sentiment Lexicon through Double Propagation. IJCAI 2009: 1199-1204
c96		Xiaowen Ding, Bing Liu, Lei Zhang: Entity discovery and assignment for opinion mining applications. KDD 2009: 1125-1134
c95		Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng: Positive Unlabeled Learning for Data Stream Classification. SDM 2009: 257-268
r2		Bing Liu: Classification by Association Rule Analysis. Encyclopedia of Database Systems 2009: 335-340
r1		Bing Liu: Opinion Mining. Encyclopedia of Database Systems 2009: 1986-1990
	2008
j20		Bing Liu, Alexander Tuzhilin: Managing large collections of data mining models. Commun. ACM 51(2): 85-89 (2008)
j19		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)
j18		Srinivasan Parthasarathy, Bing Liu: Guest editorial. Statistical Analysis and Data Mining 1(1): 4-5 (2008)
c94		Murthy Ganapathibhotla, Bing Liu: Mining Opinions in Comparative Sentences. COLING 2008: 241-248
c93		Xin Li, Bing Liu, Philip S. Yu: Time Sensitive Ranking with Application to Publication Search. ICDM 2008: 893-898
c92		Nitin Jindal, Bing Liu: Opinion spam and analysis. WSDM 2008: 219-230
c91		Xiaowen Ding, Bing Liu, Philip S. Yu: A holistic lexicon-based approach to opinion mining. WSDM 2008: 231-240
e7		Ying Li, Bing Liu, Sunita Sarawagi (Eds.): Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008. ACM 2008, isbn 978-1-60558-193-4
	2007
b1		Bing Liu: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data. Data-Centric Systems and Applications, Springer 2007, isbn 978-3-540-37881-5
j17		James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk: KDD Cup and workshop 2007. SIGKDD Explorations 9(2): 51-52 (2007)
c90		Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Classify Documents with Only a Small Positive Training Set. ECML 2007: 201-213
c89		Nitin Jindal, Bing Liu: Analyzing and Detecting Review Spam. ICDM 2007: 547-552
c88		Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Identify Unexpected Instances in the Test Set. IJCAI 2007: 2802-2807
c87		Yi Zhang, Bing Liu: Semantic Text Classification of Emergent Disease Reports. PKDD 2007: 629-637
c86		Yi Zhang, Bing Liu: Semantic text classification of disease reporting. SIGIR 2007: 747-748
c85		Xiaowen Ding, Bing Liu: The utility of linguistic rules in opinion mining. SIGIR 2007: 811-812
c84		Yanhong Zhai, Bing Liu: Extracting Web Data Using Instance-Based Learning. World Wide Web 2007: 113-132
c83		Nitin Jindal, Bing Liu: Review spam detection. WWW 2007: 1189-1190
	2006
j16		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)
c82		Nitin Jindal, Bing Liu: Mining Comparative Sentences and Relations. AAAI 2006: 1331-1336
c81		Minqing Hu, Bing Liu: Opinion Extraction and Summarization on the Web. AAAI 2006: 1621-1624
c80		Yanhong Zhai, Bing Liu: Automatic Wrapper Generation Using Tree Matching and Partial Tree Alignment. AAAI 2006: 1687-1690
c79		Minqing Hu, Bing Liu: Opinion Feature Extraction Using Class Sequential Rules. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs 2006: 61-66
c78		Xin Li, Bing Liu, Philip S. Yu: Mining Community Structure of Named Entities from Web Pages and Blogs. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs 2006: 108-114
c77		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
c76		Bing Liu, Kaidi Zhao, Jeffrey Benkler, Weimin Xiao: Rule interestingness analysis using OLAP operations. KDD 2006: 297-306
c75		Kaidi Zhao, Bing Liu, Jeffrey Benkler, Weimin Xiao: Opportunity map: identifying causes of failure - a deployed data mining system. KDD 2006: 892-901
c74		Xin Li, Bing Liu, Philip S. Yu: Discovering Overlapping Communities of Named Entities. PKDD 2006: 593-600
c73		Nitin Jindal, Bing Liu: Identifying comparative sentences in text documents. SIGIR 2006: 244-251
e6		Philip S. Yu, Vassilis J. Tsotras, Edward A. Fox, Bing Liu (Eds.): Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006. ACM 2006, isbn 1-59593-433-2
e5		Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij M. Masand (Eds.): 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. Lecture Notes in Computer Science 3932, Springer 2006, isbn 978-3-540-47127-1
	2005
c72		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao: Opportunity map: a visualization framework for fast identification of actionable knowledge. CIKM 2005: 60-67
c71		Xin Li, Bing Liu: Mining community structure of named entities from free text. CIKM 2005: 275-276
c70		Greeshma Neglur, Robert L. Grossman, Bing Liu: Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. DILS 2005: 145-157
c69		Xiaoli Li, Bing Liu: Learning from Positive and Unlabeled Examples with Different Data Distributions. ECML 2005: 218-229
c68		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao: A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. ICDM 2005: 530-537
c67		Leonardo Rigutini, Marco Maggini, Bing Liu: An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence 2005: 529-535
c66		Philip S. Yu, Xin Li, Bing Liu: Adding the Temporal Dimension to Search - A Case Study in Publication Search. Web Intelligence 2005: 543-549
c65		Yanhong Zhai, Bing Liu: Extracting Web Data Using Instance-Based Learning. WISE 2005: 318-331
c64		Bing Liu, Yanhong Zhai: NET - A System for Extracting Web Data from Flat and Nested Data Records. WISE 2005: 487-495
c63		Bing Liu: WISE-2005 Tutorial: Web Content Mining. WISE 2005: 763
c62		Yanhong Zhai, Bing Liu: Web data extraction based on partial tree alignment. WWW 2005: 76-85
c61		Bing Liu, Minqing Hu, Junsheng Cheng: Opinion observer: analyzing and comparing opinions on the Web. WWW 2005: 342-351
e4		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)
	2004
j15		Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining Web Pages for Data Records. IEEE Intelligent Systems 19(6): 49-55 (2004)
j14		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)
j13		Bing Liu, Kevin Chen-Chuan Chang: Editorial: special issue on web content mining. SIGKDD Explorations 6(2): 1-4 (2004)
j12		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)
c60		Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu: Text Classification by Labeling Words. AAAI 2004: 425-430
c59		Minqing Hu, Bing Liu: Mining Opinion Features in Customer Reviews. AAAI 2004: 755-760
c58		Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu: Semi-supervised Text Classification Using Partitioned EM. DASFAA 2004: 482-493
c57		Minqing Hu, Bing Liu: Mining and summarizing customer reviews. KDD 2004: 168-177
c56		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
c55		Xiaoli Li, Bing Liu: Dealing with different distributions in learning from. WWW (Alternate Track Papers & Posters) 2004: 440-441
c54		Philip S. Yu, Xin Li, Bing Liu: On the temporal dimension of search. WWW (Alternate Track Papers & Posters) 2004: 448-449
e3		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)
e2		Gautam Das, Bing Liu, Philip S. Yu (Eds.): 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, isbn 1-58113-908-X
	2003
j11		Bing Liu, Yiming Ma, Ching Kian Wong, Philip S. Yu: Scoring the Data Using Association Rules. Appl. Intell. 18(2): 119-135 (2003)
c53		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
c52		Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu: Building Text Classifiers Using Positive and Unlabeled Examples. ICDM 2003: 179-188
c51		Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller: Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization. ICDM 2003: 747-
c50		Wee Sun Lee, Bing Liu: Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML 2003: 448-455
c49		Lan Yi, Bing Liu: Web Page Cleaning for Web Mining through Feature Weighting. IJCAI 2003: 43-50
c48		Xiaoli Li, Bing Liu: Learning to Classify Texts Using Positive and Unlabeled Data. IJCAI 2003: 587-594
c47		Lan Yi, Bing Liu, Xiaoli Li: Eliminating noisy information in Web pages for data mining. KDD 2003: 296-305
c46		Bing Liu, Robert L. Grossman, Yanhong Zhai: Mining data records in Web pages. KDD 2003: 601-606
c45		Bing Liu, Chee Wee Chin, Hwee Tou Ng: Mining topic-specific concepts and definitions on the web. WWW 2003: 251-260
	2002
j10		Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth: Business applications of data mining. Commun. ACM 45(8): 49-53 (2002)
j9		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)
c44		Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu: Using micro information units for internet search. CIKM 2002: 566-573
c43		Bing Liu, Jing Liu: Multivariate Time Series Prediction via Temporal Classification. ICDE 2002: 268
c42		Gao Cong, Bing Liu: Speed-up Iterative Frequent Itemset Mining with Constraint Changes. ICDM 2002: 107-114
c41		Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li: Partially Supervised Classification of Text Documents. ICML 2002: 387-394
c40		Alexander Tuzhilin, Bing Liu: Querying multiple sets of discovered rules. KDD 2002: 52-60
c39		Haoran Wu, Tong-Heng Phang, Bing Liu, Xiaoli Li: A refinement approach to handling model misfit in text categorization. KDD 2002: 207-216
c38		Gao Cong, Lan Yi, Bing Liu, Ke Wang: Discovering Frequent Substructures from Hierarchical Semi-structured Data. SDM 2002
c37		Bing Liu, Kaidi Zhao, Lan Yi: Visualizing web site comparisons. WWW 2002: 693-703
e1		Ming-Shan Cheng, Philip S. Yu, Bing Liu (Eds.): Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia Conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings. Lecture Notes in Computer Science 2336, Springer 2002, isbn 3-540-43704-5
	2001
c36		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determine the Starting Sample Size for Progressive Sampling. DMKD 2001
c35		Baohua Gu, Bing Liu, Feifang Hu, Huan Liu: Efficiently Determining the Starting Sample Size for Progressive Sampling. ECML 2001: 192-202
c34		Bing Liu, Yiming Ma, Ronnie Lee: Analyzing the Interestingness of Association Rules from the Temporal Dimension. ICDM 2001: 377-384
c33		Bing Liu, Yiming Ma, Philip S. Yu: Discovering unexpected information from your competitors' web sites. KDD 2001: 144-153
c32		Bing Liu, Wynne Hsu, Yiming Ma: Identifying non-actionable association rules. KDD 2001: 329-334
c31		Bing Liu, Wynne Hsu, Yiming Ma: Discovering the set of fundamental rule changes. KDD 2001: 335-340
	2000
j8		Wynne Hsu, Bing Liu: Conceptual design: issues and challenges. Computer-Aided Design 32(14): 849-850 (2000)
j7		Bing Liu, Wynne Hsu, Shu Chen, Yiming Ma: Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems 15(5): 47-55 (2000)
j6		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)
c30		Bing Liu, Minqing Hu, Wynne Hsu: Intuitive Representation of Decision Trees Using General Rules and Exceptions. AAAI/IAAI 2000: 615-620
c29		Bing Liu, Yiyuan Xia, Philip S. Yu: Clustering Through Decision Tree Construction. CIKM 2000: 20-29
c28		Bing Liu, Yiming Ma, Ching Kian Wong: Web for Data Mining Applications. COMPSAC 2000: 465-466
c27		Bing Liu, Wynne Hsu, Heng-Siew Han, Yiyuan Xia: Mining Changes for Real-Life Applications. DaWaK 2000: 337-346
c26		Bing Liu, Minqing Hu, Wynne Hsu: Multi-level organization and summarization of the discovered rules. KDD 2000: 208-217
c25		Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling: Exploration mining in diabetic patients databases: findings and conclusions. KDD 2000: 430-436
c24		Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee: Targeting the right students using data mining. KDD 2000: 457-464
c23		Bing Liu, Yiming Ma, Ching Kian Wong: Improving an Association Rule Based Classifier. PKDD 2000: 504-509
	1999
j5		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)
c22		Ke Wang, Chu Xu, Bing Liu: Clustering Transactions Using Large Items. CIKM 1999: 483-490
c21		Bing Liu, Wynne Hsu, Yiming Ma: Pruning and Summarizing the Discovered Associations. KDD 1999: 125-134
c20		Bing Liu, Wynne Hsu, Yiming Ma: Mining Association Rules with Multiple Minimum Supports. KDD 1999: 337-341
c19		Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen: Mining Interesting Knowledge Using DM-II. KDD 1999: 430-434
c18		Bing Liu, Wynne Hsu, Ke Wang, Shu Chen: Visually Aided Exploration of Interesting Association Rules. PAKDD 1999: 380-389
	1998
c17		Bing Liu, Wynne Hsu, Yiming Ma: Integrating Classification and Association Rule Mining. KDD 1998: 80-86
c16		Ke Wang, Soon Hock William Tay, Bing Liu: Interestingness-Based Interval Merger for Numeric Association Rules. KDD 1998: 121-128
c15		Bing Liu, Ke Wang, Lai-Fun Mun, Xin-Zhi Qi: Using Decision Tree Induction for Discovering Holes in Data. PRICAI 1998: 182-193
c14		Ke Wang, Bing Liu: Concurrent Discretization of Multiple Attributes. PRICAI 1998: 250-259
	1997
j4		Bing Liu: Route finding by using knowledge about the road network. IEEE Transactions on Systems, Man, and Cybernetics, Part A 27(4): 436-448 (1997)
c13		Bing Liu, Liang-Ping Ku, Wynne Hsu: Discovering Interesting Holes in Data. IJCAI (2) 1997: 930-935
c12		Bing Liu, Wynne Hsu, Shu Chen: Using General Impressions to Analyze Discovered Classification Rules. KDD 1997: 31-36
c11		Joxan Jaffar, Bing Liu, Roland H. C. Yap: Forward and Backward Chaining in Constraint Programming (Abstract). LPNMR 1997: 1
	1996
c10		Bing Liu, Wynne Hsu: Post-Analysis of Learned Rules. AAAI/IAAI, Vol. 1 1996: 828-834
c9		Bing Liu, Joxan Jaffar: Using Constraints to Model Disjunctions in Rule-Based Reasoning. AAAI/IAAI, Vol. 2 1996: 1248-1255
c8		Bing Liu: Intelligent Route Finding: Combining Knowledge and Cases and an Efficient Search Algorithm. ECAI 1996: 380-384
c7		Bing Liu: An Improved Generic Arc Consistency Algorithm and Its Specializations. PRICAI 1996: 264-275
	1995
c6		Bing Liu: A Refinement Approach to Search and Constraint Satisfaction Problem. IEA/AIE 1995: 233-240
c5		Bing Liu: Intelligent Air Travel and Tourist Information Systems. IEA/AIE 1995: 603-610
c4		Bing Liu: Using Knowledge to Isolate Search in Route Finding. IJCAI 1995: 119-125
c3		Bing Liu: Increasing Functional Constraints Need to Be Checked Only Once. IJCAI (1) 1995: 586-591
	1994
j3		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)
c2		Bing Liu: Integrating Rules and Constraints. ICTAI 1994: 676-679
	1992
j2		Bing Liu, Yuen-Wah Ku: ConstraintLisp: an object-oriented constraint programming language. SIGPLAN Notices 27(11): 17-26 (1992)
	1988
j1		Bing Liu: Scheduling via reinforcement. AI in Engineering 3(2): 76-85 (1988)
c1		Bing Liu: A Reinforcement Approach to Schelduling. ECAI 1988: 580-585

Coauthor Index

Colors in the list of coauthors

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