Data Mining and Knowledge Management: Chinese Academy of Sciences Symposium CASDMKM 2004, Beijing, China, July 12-14, 2004. Revised Papers [1 ed.] 3540239871, 9783540239871, 9783540305378

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 -