Data Mining and Knowledge Management数据开采和知识管理

This book constitutes the thoroughly refereed post-proceedings of the Chinese Academy of Sciences Symposium on Data Mining and Knowledge Discovery CASDMKD 2004, held in Beijing, China in July 2004.
The 25 revised full papers presented together with 3 invited keynote papers were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on data mining methodology, practical issues, data mining for bioinformatics, data mining applications, enterprise knowledge management, risk management, and integration of data mining and knowledge management.

Keynote Lectures
Visualization-Based Data Mining Tool and Its Web Application
Knowledge Management, Habitual Domains, and Innovation Dynamics
Knowledge-Information Circulation Through the Enterprise Forward to the Roots of Knowledge Management
Data Mining Methodology
A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals
Fuzzy Classification Using Self-Organizing Map and Learning Vector Quantization
Solving Discriminant Models Using Interior Point Algorithm
A Method for Solving Optimization Problem in Continuous Space Using Improved Ant Colony Algorithm
Practical Issues of Data Mining
Data Set Balancing
Computation of Least Square Estimates Without Matrix Manipulation
Ensuring Serializability for Mobile Data Mining on Multimedia Objects
Data Mining Applications
Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering
Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection
Classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming
Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction
Knowledge Management for Enterprise
Coordination and Cooperation in Manufacturer-Retailer Supply Chains
Development of Enterprises' Capability Based on Cooperative KnowledgeNetwork
Information Mechanism, Knowledge Management and Arrangement of Corporate Strategem
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Risk Management
Author Tndex