Overview

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.

Full Product Details

Author:   Yong Shi ,  Weixuan Xu ,  Zhengxin Chen
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2005 ed.
Volume:   3327
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   0.890kg
ISBN:  

9783540239871

ISBN 10:   3540239871
Pages:   266
Publication Date:   31 January 2005
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

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 for Bioinformatics.- “Copasetic Clustering”: Making Sense of Large-Scale Images.- Ranking Gene Regulatory Network Models with Microarray Data and Bayesian Network.- On Efficiency of Experimental Designs for Single Factor cDNA Microarray Experiments.- 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 Knowledge Network.- Information Mechanism, Knowledge Management and Arrangement of CorporateStratagem.- An Integrating Model of Experts’ Opinions.- Risk Management.- Cartographic Representation of the Uncertainty Related to Natural Disaster Risk: Overview and State of the Art.- A Multi-objective Decision-Making Method for Commercial Banks Loan Portfolio.- A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks.- Integration of Data Mining and Knowledge Management.- A Novel Hybrid AI System Framework for Crude Oil Price Forecasting.- A Neural Network and Web-Based Decision Support System for Forex Forecasting and Trading.- XML-Based Schemes for Business Project Portfolio Selection.

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