CASDMKM 2004: Beijing, China

Yong Shi, Weixuan Xu, Zhengxin Chen (Eds.): Data Mining and Knowledge Management, Chinese Academy of Sciences Symposium, CASDMKM 2004, Beijing, China, July 12-14, 2004, Revised Papers. Lecture Notes in Computer Science 3327 Springer 2004, ISBN 3-540-23987-1

Keynote Lectures

Alexander V. Lotov, Alexander A. Kistanov, Alexander D. Zaitsev:
Visualization-Based Data Mining Tool and Its Web Application. 1-10
P. L. Yu, T. C. Lai:
Knowledge Management, Habitual Domains, and Innovation Dynamics. 11-21
Milan Zeleny:
Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management. 22-33

Data Mining Methodology

Zhenyuan Wang, Hai-Feng Guo, Yong Shi, Kwong-Sak Leung:
A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals. 34-40
Ning Chen:
Fuzzy Classification Using Self-Organizing Map and Learning Vector Quantization. 41-50
Siming Huang, Guoliang Yang, Chao Su:
Solving Discriminant Models Using Interior Point Algorithm. 51-60
Ling Chen, Jie Shen, Ling Qin, Jin Fan:
A Method for Solving Optimization Problem in Continuous Space Using Improved Ant Colony Algorithm. 61-70

Practical Issues of Data Mining

David L. Olson:
Data Set Balancing. 71-80
Yachen Lin, Chung Chen:
Computation of Least Square Estimates Without Matrix Manipulation. 81-89
Shin Parker, Zhengxin Chen, Eugene Y. Sheng:
Ensuring Serializability for Mobile Data Mining on Multimedia Objects. 90-98

Data Mining for Bioinformatics

Karl Fraser, Paul O'Neill, Zidong Wang, Xiaohui Liu:
"Copasetic Clustering": Making Sense of Large-Scale Images. 99-108
Hongqiang Li, Mi Zhou, Yan Cui:
Ranking Gene Regulatory Network Models with Microarray Data and Bayesian Network. 109-118
Xiao Yang, Keying Ye:
On Efficiency of Experimental Designs for Single Factor cDNA Microarray Experiments. 119-127

Data Mining Applications

Jingli Liu, Jianping Li, Weixuan Xu, Yong Shi:
Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering. 128-134
Zhongsheng Hua, Liang Liang:
Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems. 135-144
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen:
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. 145-153
Jing He, Yong Shi, Weixuan Xu:
Classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming. 154-163
Wikil Kwak, Yong Shi, John J. Cheh, Heeseok Lee:
Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction. 164-173

Knowledge Management for Enterprise

Zhimin Huang, Susan X. Li:
Coordination and Cooperation in Manufacturer-Retailer Supply Chains. 174-186
Junyu Cheng, Hanhui Hu:
Development of Enterprises' Capability Based on Cooperative Knowledge Network. 187-194
Zhengqing Tang, Jianping Li, Zetao Yan:
Information Mechanism, Knowledge Management and Arrangement of Corporate Stratagem. 195-203
Jun Tian, Shaochuan Cheng, Kanliang Wang, Yingluo Wang:
An Integrating Model of Experts' Opinions. 204-212

Risk Management

Junxiang Zhang, Chongfu Huang:
Cartographic Representation of the Uncertainty Related to Natural Disaster Risk: Overview and State of the Art. 213-220
Zhanqin Guo, Zongfang Zhou:
A Multi-objective Decision-Making Method for Commercial Banks Loan Portfolio. 221-228
Zongfang Zhou, Xiaowo Tang, Yong Shi:
A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks. 229-232

Integration of Data Mining and Knowledge Management

Shouyang Wang, Lean Yu, Kin Keung Lai:
A Novel Hybrid AI System Framework for Crude Oil Price Forecasting. 233-242
Kin Keung Lai, Lean Yu, Shouyang Wang:
A Neural Network and Web-Based Decision Support System for Forex Forecasting and Trading. 243-253
Jichang Dong, Kin Keung Lai, Shouyang Wang:
XML-Based Schemes for Business Project Portfolio Selection. 254-262

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