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9783540239871

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

by ; ;
  • ISBN13:

    9783540239871

  • ISBN10:

    3540239871

  • Format: Paperback
  • Copyright: 2005-02-01
  • Publisher: Springer Verlag
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Summary

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.

Table of Contents

Keynote Lectures
Visualization-Based Data Mining Tool and Its Web Application
1(10)
Alexander V. Lotov
Alexander A. Kistanov
Alexander D. Zaitsev
Knowledge Management, Habitual Domains, and Innovation Dynamics
11(11)
P. L. Yu
T. C. Lai
Knowledge-Information Circulation Through the Enterprise: Forward to the Roots of Knowledge Management
22(12)
Milan Zeleny
Data Mining Methodology
A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals
34(7)
Zhenyuan Wang
Hai-Feng Guo
Yong Shi
Kwong-Sak Leung
Fuzzy Classification Using Self-Organizing Map and Learning Vector Quantization
41(10)
Ning Chen
Solving Discriminant Models Using Interior Point Algorithm
51(10)
Siming Huang
Guoliang Yang
Chao Su
A Method for Solving Optimization Problem in Continuous Space Using Improved Ant Colony Algorithm
61(10)
Ling Chen
Jie Shen
Ling Qin
Jin Fan
Practical Issues of Data Mining
Data Set Balancing
71(10)
David L. Olson
Computation of Least Square Estimates Without Matrix Manipulation
81(9)
Yachen Lin
Chung Chen
Ensuring Serializability for Mobile Data Mining on Multimedia Objects
90(9)
Shin Parker
Zhengxin Chen
Eugene Sheng
Data Mining for Bioinformatics
``Copasetic Clustering'': Making Sense of Large-Scale Images
99(10)
Karl Fraser
Paul O'Neill
Zidong Wang
Xiaohui Liu
Ranking Gene Regulatory Network Models with Microarray Data and Bayesian Network
109(10)
Hongqiang Li
Mi Zhou
Yan Cui
On Efficiency of Experimental Designs for Single Factor cDNA Microarray Experiments
119(9)
Xiao Yang
Keying Ye
Data Mining Applications
Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering
128(7)
Jingli Liu
Jianping Li
Weixuan Xu
Yong Shi
Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems
135(10)
Zhongsheng Hua
Liang Liang
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection
145(9)
Gang Kou
Yi Peng
Yong Shi
Zhengxin Chen
Xiaojun Chen
Classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming
154(10)
Jing He
Yong Shi
Weixuan Xu
Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction
164(10)
Wikil Kwak
Yong Shi
John J. Cheh
Heeseok Lee
Knowledge Management for Enterprise
Coordination and Cooperation in Manufacturer-Retailer Supply Chains
174(13)
Zhimin Huang
Susan X. Li
Development of Enterprises' Capability Based on Cooperative Knowledge Network
187(8)
Junyu Cheng
Hanhui Hu
Information Mechanism, Knowledge Management and Arrangement of Corporate Strategem
195(9)
Zhengqing Tang
Jianping Li
Zetao Yan
An Integrating Model of Experts' Opinions
204(9)
Jun Tian
Shaochuan Cheng
Kanliang Wang
Yingluo Wang
Risk Management
Cartographic Representation of the Uncertainty Related to Natural Disaster Risk: Overview and State of the Art
213(8)
Junxiang Zhang
Chongfu Huang
A Multi-objective Decision-Making Method for Commercial Banks Loan Portfolio
221(8)
Zhanqin Guo
Zongfang Zhou
A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks
229(4)
Zongfang Zhou
Xiaowo Tang
Yong Shi
Integration of Data Mining and Knowledge Management
A Novel Hybrid AI System Framework for Crude Oil Price Forecasting
233(10)
Shouyang Wang
Lean Yu
K. K. Lai
A Neural Network and Web-Based Decision Support System for Forex Forecasting and Trading
243(11)
K.K. Lai
Lean Yu
Shouyang Wang
XML-Based Schemes for Business Project Portfolio Selection
254(9)
Jichang Dong
K. K. Lai
Shouyang Wang
Author Index 263

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