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Zijian Zheng

Papers on DiSC'02


Integrating E-Commerce and Data Mining: Architecture and Challenges

Real world performance of association rule algorithms

Publications


Note: Links lead to the DBLP on the Web.

Zijian Zheng

18 Suhail Ansari , Ron Kohavi , Llew Mason , Zijian Zheng: Integrating E-Commerce and Data Mining: Architecture and Challenges. ICDM 2001 : 27-34

17 Zijian Zheng, Ron Kohavi , Llew Mason : Real world performance of association rule algorithms. KDD 2001 : 401-406

16 Zijian Zheng: Constructing X-of-N Attributes for Decision Tree Learning. Machine Learning 40 (1): 35-75 (2000)

15 Zijian Zheng, Geoffrey I. Webb : Lazy Learning of Bayesian Rules. Machine Learning 41 (1): 53-84 (2000)

14 Ron Kohavi , Carla E. Brodley , Brian Frasca , Llew Mason , Zijian Zheng: KDD-Cup 2000 Organizers' Report: Peeling the Onion. SIGKDD Explorations 2 (2): 86-98 (2000)

13 Zijian Zheng, Geoffrey I. Webb : Stochastic Attribute Selection Committees with Aultiple Boosting: Learning More Accurate and More Stable Classifer Committees. PAKDD 1999 : 123-132

12 Kai Ming Ting , Zijian Zheng: Improving the Performance of Boosting for Naive Bayesian Classification. PAKDD 1999 : 296-305

11 Zijian Zheng, Boon Toh Low : Classifying Unseen Cases with Many Missing Values. PAKDD 1999 : 370-374

10 Geoffrey I. Webb , Jason Wells , Zijian Zheng: An Experimental Evaluation of Integrating Machine Learning with Knowledge Acquisition. Machine Learning 35 (1): 5-23 (1999)

9 Zijian Zheng, Geoffrey I. Webb : Stochastic Attribute Selection Committees. Australian Joint Conference on Artificial Intelligence 1998 : 321-332

8 Kai Ming Ting , Zijian Zheng: Boosting Cost-Sensitive Trees. Discovery Science 1998 : 244-255

7 Kai Ming Ting , Zijian Zheng: Boosting Trees for Cost-Sensitive Classifications. ECML 1998 : 190-195

6 Zijian Zheng: Naive Bayesian Classifier Committees. ECML 1998 : 196-207

5 Zijian Zheng: Scaling Up the Rule Generation of C4.5. PAKDD 1998 : 348-359

4 Zijian Zheng: Generating Classifier Commitees by Stochastically Selecting both Attributes and Training Examples. PRICAI 1998 : 12-23

3 Bark Cheung Chiu , Geoffrey I. Webb , Zijian Zheng: Using Decision Trees for Agent Modelling: A Study on Resolving Confliction Predictions. Australian Joint Conference on Artificial Intelligence 1997 : 349-358

2 Zijian Zheng: Effects of Different Types of New Attribute on Constructive Induction. ICTAI 1996 : 254-257

1 Zijian Zheng: Constructing Nominal X-of-N Attributes. IJCAI 1995 : 1064-1070




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