Welcome to D
SIGMOD 2003
PODS 2003
SIGMOD-RECOR
ADBIS
CIDR 2003
CIKM 2003
DASFAA 2003
Data Enginee
DEBS
DMKD 2003
DOLAP 2003
DPDJ 2003
ER
GIS 2003
Hypertext 20
ICDE 2003
ICDM 2003
ICDT 2003
JCDL 2003
KRDB 2003
MIR 2003
MIS 2003
MMDB 2003
RIDE 2003
SBBD 2003
SIGIR 2003
SIGIR-FORUM
SIGKDD 2003
SIGKDD-EXP
SSDBM 2003
TIME 2003
TODS
VLDB 2003
VLDB Journal
WIDM 2003
About DiSC 2
Editorial Bo
Acknowledgem
DiSC 2004 Pr
ADVIS
DiSC'04 Feed
DiSC'04 Site
Search DiSC'
<<<Author Index>>>
Copyright No

Bing Liu

Papers on DiSC'04


Building Text Classifiers Using Positive and Unlabeled Examples

Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization

Mining data records in Web pages

Eliminating noisy information in Web pages for data mining

Eliminating Noisy Information in Web Pages for Data Mining

Publications


Note: Links lead to the DBLP on the Web.

Bing Liu

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

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: 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)

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

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

1 [ 46 ]

2 [ 61 ]

3 [ 68 ]

4 [ 61 ]

5 [ 61 ]

6 [ 15 ] [ 22 ] [ 23 ] [ 29 ]

7 [ 55 ]

8 [ 57 ]

9 [ 3 ]

10 [ 48 ] [ 52 ] [ 69 ]

11 [ 45 ]

12 [ 66 ]

13 [ 61 ]

14 [ 67 ]

15 [ 59 ]

16 [ 43 ] [ 44 ]

17 [ 61 ]

18 [ 67 ]

19 [ 35 ]

20 [ 26 ]

21 [ 13 ] [ 15 ] [ 16 ] [ 19 ] [ 21 ] [ 22 ] [ 23 ] [ 24 ] [ 25 ] [ 29 ] [ 30 ] [ 33 ] [ 34 ] [ 35 ] [ 38 ] [ 39 ] [ 40 ]

22 [ 43 ] [ 44 ]

23 [ 34 ] [ 38 ] [ 54 ]

24 [ 12 ] [ 14 ]

25 [ 26 ]

26 [ 67 ]

27 [ 45 ]

28 [ 16 ]

29 [ 2 ]

30 [ 21 ]

31 [ 33 ]

32 [ 42 ]

33 [ 32 ]

34 [ 3 ]

35 [ 51 ] [ 64 ] [ 66 ] [ 69 ]

36 [ 61 ]

37 [ 3 ]

38 [ 50 ] [ 51 ] [ 54 ] [ 60 ] [ 62 ] [ 66 ]

39 [ 33 ]

40 [ 43 ] [ 44 ]

41 [ 53 ]

42 [ 3 ]

43 [ 61 ]

44 [ 19 ] [ 23 ] [ 24 ] [ 25 ] [ 28 ] [ 29 ] [ 31 ] [ 32 ] [ 36 ] [ 39 ] [ 40 ] [ 41 ] [ 42 ] [ 56 ]

45 [ 58 ]

46 [ 58 ]

47 [ 18 ] [ 21 ]

48 [ 57 ]

49 [ 46 ]

50 [ 50 ] [ 54 ]

51 [ 3 ]

52 [ 18 ]

53 [ 65 ]

54 [ 45 ]

55 [ 46 ]

56 [ 3 ]

57 [ 20 ]

58 [ 65 ]

59 [ 49 ]

60 [ 17 ] [ 18 ] [ 20 ] [ 22 ] [ 27 ] [ 48 ]

61 [ 9 ]

62 [ 45 ]

63 [ 28 ] [ 31 ] [ 32 ] [ 36 ] [ 56 ]

64 [ 50 ] [ 69 ]

65 [ 35 ] [ 37 ]

66 [ 27 ]

67 [ 14 ]

68 [ 47 ] [ 48 ] [ 60 ] [ 63 ]

69 [ 45 ]

70 [ 58 ]

71 [ 32 ] [ 37 ] [ 41 ] [ 51 ] [ 55 ] [ 56 ] [ 66 ]

72 [ 59 ]

73 [ 26 ]

74 [ 47 ] [ 65 ]




©2004 Association for Computing Machinery