Data Mining and Knowledge Management: Chinese Academy of Sciences Symposium CASDMKM 2004, Beijing, China, July 12-14, 2004. Revised Papers

Alexander V. Lotov, Alexander A. Kistanov, Alexander D. Zaitsev (auth.), Yong Shi, Weixuan Xu, Zhengxin Chen (eds.)3540239871, 9783540239871, 9783540305378

criteria linear and nonlinear programming has proven to be a very useful approach. • Knowledge management for enterprise: These papers address various issues related to the application of knowledge management in corporations using various techniques. A particular emphasis here is on coordination and cooperation. • Risk management: Better knowledge management also requires more advanced techniques for risk management, to identify, control, and minimize the impact of uncertain events, as shown in these papers, using fuzzy set theory and other approaches for better risk management. • Integration of data mining and knowledge management: As indicated earlier, the integration of these two research fields is still in the early stage. Nevertheless, as shown in the papers selected in this volume, researchers have endearored to integrate data mining methods such as neural networks with various aspects related to knowledge management, such as decision support systems and expert systems, for better knowledge management. September 2004 Yong Shi Weixuan Xu Zhengxin Chen CASDMKM 2004 Organization Hosted by Institute of Policy and Management at the Chinese Academy of Sciences Graduate School of the Chinese Academy of Sciences International Journal of Information Technology and Decision Making Sponsored by Chinese Academy of Sciences National Natural Science Foundation of China University of Nebraska at Omaha, USA Conference Chairs Weixuan Xu, Chinese Academy of Sciences, China Yong Shi, University of Nebraska at Omaha, USA Advisory Committee

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Table of contents :
Front Matter….Pages –
Visualization-Based Data Mining Tool and Its Web Application….Pages 1-10
Knowledge Management, Habitual Domains, and Innovation Dynamics….Pages 11-21
Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management….Pages 22-33
A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals….Pages 34-40
Fuzzy Classification Using Self-Organizing Map and Learning Vector Quantization….Pages 41-50
Solving Discriminant Models Using Interior Point Algorithm….Pages 51-60
A Method for Solving Optimization Problem in Continuous Space Using Improved Ant Colony Algorithm….Pages 61-70
Data Set Balancing….Pages 71-80
Computation of Least Square Estimates Without Matrix Manipulation….Pages 81-89
Ensuring Serializability for Mobile Data Mining on Multimedia Objects….Pages 90-98
“Copasetic Clustering”: Making Sense of Large-Scale Images….Pages 99-108
Ranking Gene Regulatory Network Models with Microarray Data and Bayesian Network….Pages 109-118
On Efficiency of Experimental Designs for Single Factor cDNA Microarray Experiments….Pages 119-127
Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering….Pages 128-134
Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems….Pages 135-144
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection….Pages 145-153
classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming….Pages 154-163
Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction….Pages 164-173
Coordination and Cooperation in Manufacturer-Retailer Supply Chains….Pages 174-186
Development of Enterprises’ Capability Based on Cooperative Knowledge Network….Pages 187-194
Information Mechanism, Knowledge Management and Arrangement of Corporate Stratagem….Pages 195-203
An Integrating Model of Experts’ Opinions….Pages 204-212
Cartographic Representation of the Uncertainty Related to Natural Disaster Risk: Overview and State of the Art….Pages 213-220
A Multi-objective Decision-Making Method for Commercial Banks Loan Portfolio….Pages 221-228
A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks….Pages 229-232
A Novel Hybrid AI System Framework for Crude Oil Price Forecasting….Pages 233-242
A Neural Network and Web-Based Decision Support System for Forex Forecasting and Trading….Pages 243-253
XML-Based Schemes for Business Project Portfolio Selection….Pages 254-262
Back Matter….Pages –