Welcome to DiSC 2003
SIGMOD 2002
PODS 2002
 SIGMOD RECORD 2002
 ADBIS 2002
CIKM 2002
CoopIS 2002
 EDBT 2002
 ER 2002
Data Engineering Bul
DEXA_EC-WEB 2002
DMKD 2002
 DPDJ 2002
HYPERTEXT 2002
ICDE 2002
ICDM 2002
JCDL 2002
KDD 2002
 KDD_EXPLORATIONS 20
KRDB 2002
MDM 2002
MIS 2002
RIDE 2002
SBBD 2002
 SIGIR 2002
 SIGIR FORUM 2002
SSDBM 2002
TODS 2002
TIME 2002
VLDB 2002
VLDBJ 2002
About DiSC 2003
Editorial Board
Acknowledgements
DiSC 2003 Production
ADVIS
DiSC'03 Feedback
DiSC'03 Sitemap
Search DiSC'03
<<<Author Index>>>
Copyright Notice

Bing Liu

Papers on DiSC'03


Using micro information units for internet search

Multivariate Time Series Prediction via Temporal Classification

Speed-up Iterative Frequent Itemset Mining with Constraint Changes

Querying Multiple Sets of Discovered Rules

A Refinement Approach to Handling Model Misfit in Text Categorization

Publications


Note: Links lead to the DBLP on the Web.

Bing Liu

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

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

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

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

55 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

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

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

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

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

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

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

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

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

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

45 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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

28 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)

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

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

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

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

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

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

21 Bing Liu, Wynne Hsu , Lai-Fun Mun , Hing-Yan Lee : Finding Interesting Patterns Using User Expectations. TKDE 11 (6): 817-832 (1999)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

3 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)

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

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




DiSC'03 © 2003 Association for Computing Machinery