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

Honghua Dai

Papers on DiSC'06


KDD CUP-2005 Report: Facing a Great Challenge

Publications


Note: Links lead to the DBLP on the Web.

Honghua Dai

Ling Zhuang , Honghua Dai: Parameter Estimation of One-Class SVM on Imbalance Text Classification. Canadian Conference on AI 2006 : 538-549

Gang Li , Honghua Dai: Study of Ensemble Strategies in Discovering Linear Causal Models. FSKD (2) 2005 : 368-377

Ling Zhuang , Honghua Dai, Xiaoshu Hang : A Novel Field Learning Algorithm for Dual Imbalance Text Classification. FSKD (2) 2005 : 39-48

Xiaoshu Hang , Honghua Dai: Applying both positive and negative selection to supervised learning for anomaly detection. GECCO 2005 : 345-352

Yiqing Tu , Gang Li , Honghua Dai: Evolving Insight into High-Dimensional Data. ICIC (1) 2005 : 465-474

Yangdong Ye , Zundong Zhang , Honghua Dai, Limin Jia : A Study of Train Group Operation Multi-agent Model Oriented to RITS. KES (1) 2005 : 707-713

James N. K. Liu , Honghua Dai, Lina Zhou : Intelligent Financial News Digest System. KES (3) 2005 : 112-120

Xiaoshu Hang , James N. K. Liu , Yu Ren , Honghua Dai: An Incremental FP-Growth Web Content Mining and Its Application in Preference Identification. KES (3) 2005 : 121-127

Yuan Jiang , Jinjiang Ling , Gang Li , Honghua Dai, Zhi-Hua Zhou : Dependency Bagging. RSFDGrC (1) 2005 : 491-500

Honghua Dai, Ramakrishnan Srikant , Chengqi Zhang : Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings Springer 2004

Ling Zhuang , Honghua Dai: A Maximal Frequent Itemset Approach for Web Document Clustering. CIT 2004 : 970-977

Gulisong Nasierding , Yang Xiang , Honghua Dai: Towards Extended Machine Translation Model for Next Generation World Wide Web. GCC 2004 : 1017-1020

Xiaoshu Hang , Honghua Dai: Constructing Detectors in Schema Complementary Space for Anomaly Detection. GECCO (1) 2004 : 275-286

Xiaoshu Hang , Honghua Dai: An Extended Negative Selection Algorithm for Anomaly Detection. PAKDD 2004 : 245-254

Honghua Dai, Gang Li , Zhi-Hua Zhou : Ensembling MML Causal Discovery. PAKDD 2004 : 260-271

Zhi-Hua Zhou , Dan Wei , Gang Li , Honghua Dai: On the Size of Training Set and the Benefit from Ensemble. PAKDD 2004 : 298-307

Gang Li , Honghua Dai, Yiqing Tu : Identifying Markov Blankets Using Lasso Estimation. PAKDD 2004 : 308-318

Gang Li , Honghua Dai, Yiqing Tu , Tarkan Kurt : Accelerating Linear Causal Model Discovery Using Hoeffding Bounds. PRICAI 2004 : 201-210

Xiaoshu Hang , Honghua Dai: Combining Extension Matrix and Integer Programming for Optimal Concept Learning. PRICAI 2004 : 352-360

Gang Li , Honghua Dai: The Discovery of Generalized Causal Models with Mixed Variables Using MML Criterion. SDM 2004

Xiaoshu Hang , Honghua Dai: An Immune Network Approach for Web Document Clustering. Web Intelligence 2004 : 278-284

Gang Li , Honghua Dai: What Will Affect Software Reuse: A Causal Model Analysis. International Journal of Software Engineering and Knowledge Engineering 14 (3): 351-364 (2004)

Honghua Dai, Geoff Webb : Guest Editors' Introduction. International Journal of Software Engineering and Knowledge Engineering 14 (4): 365-368 (2004)

Honghua Dai, Wei Dai , Gang Li : Software Warehouse: Its Design, Management And Application. International Journal of Software Engineering and Knowledge Engineering 14 (4): 395-406 (2004)

Xiaoshu Hang , Honghua Dai: An Optimal Strategy for Extracting Probabilistic Rules by Combining Rough Sets and Genetic Algorithm. Discovery Science 2003 : 153-165

Xiaoshu Hang , Honghua Dai, E. Lanham : Mining Sequential Causal Patterns with User-Specified Skeletons in Multi-Sequence of Event Data. HIS 2003 : 702-711

Xiaoshu Hang , Honghua Dai, Youhua Zhang : An Incremental FP-Growth Approach for Web-Content Based Dynamic Data Mining. IC-AI 2003 : 101-107

Xiaoshu Hang , Honghua Dai, Youhua Zhang : A Web content based data mining for car consumption preference in China. IRI 2003 : 235-242

Honghua Dai, Bamshad Mobasher : A Road Map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining. International Conference on Internet Computing 2003 : 58-64

Honghua Dai, Wei Dai : Software Warehouse and Its Management Strategies. SEKE 2003 : 685-690

Honghua Dai, Gang Li , Yiqing Tu : An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal Networks. ECML 2002 : 48-59

Gang Li , Honghua Dai, Yiqing Tu : Linear Causal Model Discovery Using the MML criterion. ICDM 2002 : 274-281

Bamshad Mobasher , Honghua Dai, Tao Luo , Miki Nakagawa : Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks. ICDM 2002 : 669-672

Honghua Dai, Gang Li : An Improved Approach for the Discovery of Causal Models via MML. PAKDD 2002 : 304-315

Bamshad Mobasher , Honghua Dai, Tao Luo , Miki Nakagawa : Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization. Data Min. Knowl. Discov. 6 (1): 61-82 (2002)

Honghua Dai, Xiaoshu Hang , Gang Li : Inexact Field Learning: An Approach to Induce High Quality Rules from Low Quality Data. ICDM 2001 : 586-588

Gang Li , Fu Tong , Honghua Dai: Evolutionary Structure Learning Algorithm for Bayesian Network and Penalized Mutual Information Metric. ICDM 2001 : 615-616

Bamshad Mobasher , Honghua Dai, Tao Luo , Miki Nakagawa : Effective personalization based on association rule discovery from web usage data. WIDM 2001 : 9-15

Bamshad Mobasher , Honghua Dai, Tao Luo , Yuqing Sun , Jiang Zhu : Integrating Web Usage and Content Mining for More Effective Personalization. EC-Web 2000 : 165-176

Honghua Dai: A Minimal Causal Model Learner. PAKDD 1999 : 400-408

Honghua Dai: Extended Predicate Logic and Its Application in Designing MKL Language. Informatica (Slovenia) 23 (2): (1999)

Honghua Dai: Trend Directed Learning: A Case Study. PAKDD 1998 : 61-71

Bavy Li , James Liu , Honghua Dai: Forecasting from Low Quality Data with Applications in Weather Forecasting. Informatica (Slovenia) 22 (3): (1998)

Honghua Dai, Kevin B. Korb , Chris S. Wallace , Xindong Wu : A Study of Causal Discovery With Weak Links and Small Samples. IJCAI 1997 : 1304-1309

Chris S. Wallace , Kevin B. Korb , Honghua Dai: Causal Discovery via MML. ICML 1996 : 516-524

1 [ 16 ] [ 22 ]

2 [ 10 ] [ 18 ] [ 19 ] [ 20 ] [ 21 ] [ 25 ] [ 27 ] [ 32 ] [ 33 ] [ 38 ] [ 42 ] [ 43 ]

3 [ 40 ]

4 [ 37 ]

5 [ 1 ] [ 2 ]

6 [ 28 ]

7 [ 20 ]

8 [ 3 ]

9 [ 9 ] [ 10 ] [ 12 ] [ 14 ] [ 15 ] [ 22 ] [ 24 ] [ 26 ] [ 28 ] [ 29 ] [ 30 ] [ 31 ] [ 37 ] [ 41 ] [ 44 ]

10 [ 37 ]

11 [ 3 ]

12 [ 38 ] [ 39 ]

13 [ 7 ] [ 8 ] [ 11 ] [ 13 ]

14 [ 7 ] [ 8 ] [ 11 ] [ 13 ] [ 17 ]

15 [ 8 ] [ 11 ] [ 13 ]

16 [ 34 ]

17 [ 38 ]

18 [ 36 ]

19 [ 7 ]

20 [ 9 ]

21 [ 14 ] [ 15 ] [ 28 ] [ 29 ] [ 41 ]

22 [ 1 ] [ 2 ]

23 [ 23 ]

24 [ 30 ]

25 [ 2 ]

26 [ 34 ]

27 [ 40 ]

28 [ 36 ]

29 [ 18 ] [ 19 ]

30 [ 40 ]

31 [ 39 ]

32 [ 30 ] [ 31 ] [ 37 ]

33 [ 7 ]

34 [ 35 ] [ 43 ] [ 45 ]




©2006 Association for Computing Machinery