Welcome to D
SIGMOD 2005
PODS 2005
SIGMOD-RECOR
CIDR 2005
CIKM 2005
COMAD 2005
CVDB 2005
DaMoN 2005
Data Enginee
DEBS05
DMSN 2005
DOLAP 2005
GIR 2005
GIS 2005
Hypertext 20
ICDE 2005
ICDM 2005
IHIS 2005
IQIS 2005
JCDL 2005
KRAS 2005
MDM 2005
MIR 2005
MobiDE 2005
P2PIR 2005
RIDE 2005
SBBD 2005
SIGIR 2005
SIGIR-FORUM
SIGKDD 2005
SIGKDD-EXP
SSDBM 2005
TIME 2005
TKDE 2005
TODS 2005
VLDB 2005
VLDBJ 2005
WebDB 2005
WIDM 2005
About DiSC 2
Editorial Bo
Acknowledgem
DiSC'06 Site
Search DiSC'
<<<Author Index>>>
Copyright No

Aijun An

Papers on DiSC'06


Clustering Mixed Numerical and Low Quality Categorical Data: Significance Metrics on a Yeast Example

Publications


Note: Links lead to the DBLP on the Web.

Aijun An

Yang Liu , Aijun An, Xiangji Huang : Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. PAKDD 2006 : 107-118

Qingsong Yao , Aijun An, Xiangji Huang : Finding and Analyzing Database User Sessions. DASFAA 2005 : 851-862

Yu Li , Aijun An: Representing UML Snowflake Diagram from Integrating XML Data Using XML Schema. DEEC 2005 : 103-111

Qingsong Yao , Xiangji Huang , Aijun An: A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data. DaWaK 2005 : 254-264

Bill Andreopoulos , Aijun An, Xiaogang Wang : Clustering mixed numerical and low quality categorical data: significance metrics on a yeast example. IQIS 2005 : 87-98

Qingsong Yao , Aijun An, Xiangji Huang : A Distance-Based Algorithm for Clustering Database User Sessions. ISMIS 2005 : 562-572

Bill Andreopoulos , Aijun An, Vassilios Tzerpos , Xiaogang Wang : Multiple Layer Clustering of Large Software Systems. WCRE 2005 : 79-88

Qingsong Yao , Aijun An: Characterizing Database User's Access Patterns. DEXA 2004 : 528-538

Aijun An, Yanhui Huang , Xiangji Huang , Nick Cercone : Feature Selection with Rough Sets for Web Page Classification. T. Rough Sets 2004 : 1-13

Yang Liu , Xiangji Huang , Aijun An, Gary Promhouse : Clustering Web Surfers with Probabilistic Models in a Real Application. Web Intelligence 2004 : 761-765

Xiangji Huang , Fuchun Peng , Aijun An, Dale Schuurmans : Dynamic Web log session identification with statistical language models. JASIST 55 (14): 1290-1303 (2004)

Qian Wan , Aijun An: Efficient Mining of Indirect Associations Using HI-Mine. Canadian Conference on AI 2003 : 206-221

Xiangji Huang , Fuchun Peng , Aijun An, Dale Schuurmans , Nick Cercone : Session Boundary Detection for Association Rule Learning Using n-Gram Language Models. Canadian Conference on AI 2003 : 237-251

Qingsong Yao , Aijun An: Using User Access Patterns for Semantic Query Caching. DEXA 2003 : 737-746

Aijun An, Shakil M. Khan , Xiangji Huang : Objective and Subjective Algorithms for Grouping Association Rules. ICDM 2003 : 477-480

Qingsong Yao , Aijun An: SQL-Relay: An Event-Driven Rule-Based Database Gateway. WAIM 2003 : 506-507

Xiangji Huang , Nick Cercone , Aijun An: Comparison of interestingness functions for learning web usage patterns. CIKM 2002 : 617-620

Xiangji Huang , Aijun An, Nick Cercone , Gary Promhouse : Discovery of Interesting Association Rules from Livelink Web Log Data. ICDM 2002 : 763-766

Nick Cercone , Lijun Hou , Vlado Keselj , Aijun An, Kanlaya Naruedomkul , Xiaohua Hu : From Computational Intelligence to Web Intelligence. IEEE Computer 35 (11): 72-76 (2002)

Aijun An, Nick Cercone , Xiangji Huang : A Case Study for Learning from Imbalanced Data Sets. Canadian Conference on AI 2001 : 1-15

Aijun An, Yuanyuan Wang : Comparisons of Classification Methods for Screening Potential Compounds. ICDM 2001 : 11-18

Aijun An, Nick Cercone : Rule Quality Measures for Rule Induction Systems: Description and Evaluation. Computational Intelligence 17 (3): 409-424 (2001)

Jianchao Han , Aijun An, Nick Cercone : CViz: An Interactive Visualization System for Rule Induction. Canadian Conference on AI 2000 : 214-226

Aijun An, Nick Cercone : Rule Quality Measures Improve the Accuracy of Rule Induction: An Experimental Approach. ISMIS 2000 : 119-129

Xiangji Huang , Stephen E. Robertson , Nick Cercone , Aijun An: Probability-Based Chinese Text Processing and Retrieval. Computational Intelligence 16 (4): 552-569 (2000)

Aijun An, Nick Cercone , Christine W. Chan : ORTES: The Design of a Real-Time Control Expert System. ISMIS 1999 : 319-329

Aijun An, Nick Cercone : Discretization of Continuous Attributes for Learning Classification Rules. PAKDD 1999 : 509-514

Aijun An, Nick Cercone : An Empirical Study on Rule Quality Measures. RSFDGrC 1999 : 482-491

Nick Cercone , Aijun An, Christine W. Chan : Rule-Induction and Case-Based Reasoning: Hybrid Architectures Appear Advantageous. IEEE Trans. Knowl. Data Eng. 11 (1): 166-174 (1999)

Aijun An, Nick Cercone : ELEM2: A Learning System for More Accurate Classifications. Canadian Conference on AI 1998 : 426-441

Aijun An, Nick Cercone , Christine W. Chan : Integrating Rule Induction and Case-Based Reasoning to Enhance Problem Solving. ICCBR 1997 : 499-508

Aijun An, Christine W. Chan , Ning Shan , Nick Cercone , Wojciech Ziarko : Applying Knowledge Discovery to Predict Water-Supply Consumption. IEEE Expert 12 (4): 72-78 (1997)

Christine W. Chan , Nick Cercone , Aijun An, Paitoon Tontiwachwuthikul : Object-Oriented Modelling and Simulation of an Expert System for Monitoring and Control of a Water Distribution System. OOIS 1994 : 130-133

1 [ 27 ] [ 29 ]

2 [ 1 ] [ 2 ] [ 3 ] [ 4 ] [ 5 ] [ 6 ] [ 7 ] [ 8 ] [ 9 ] [ 10 ] [ 11 ] [ 12 ] [ 14 ] [ 15 ] [ 16 ] [ 17 ] [ 21 ] [ 25 ]

3 [ 1 ] [ 2 ] [ 3 ] [ 5 ] [ 8 ]

4 [ 11 ]

5 [ 15 ]

6 [ 15 ]

7 [ 9 ] [ 14 ] [ 16 ] [ 17 ] [ 19 ] [ 21 ] [ 23 ] [ 24 ] [ 25 ] [ 28 ] [ 30 ] [ 32 ] [ 33 ]

8 [ 25 ]

9 [ 15 ]

10 [ 19 ]

11 [ 31 ]

12 [ 24 ] [ 33 ]

13 [ 15 ]

14 [ 21 ] [ 23 ]

15 [ 16 ] [ 24 ]

16 [ 9 ]

17 [ 21 ] [ 23 ]

18 [ 2 ]

19 [ 1 ]

20 [ 27 ]

21 [ 22 ]

22 [ 27 ] [ 29 ]

23 [ 13 ]

24 [ 18 ] [ 20 ] [ 26 ] [ 28 ] [ 30 ] [ 32 ]

25 [ 2 ]




©2006 Association for Computing Machinery