This book constitutes the refereed proceedings of the 20th International Conference on Cutting-Edge Research Topics on Multiple Criteria Decision Making, MCDM 2009, held in Chengdu/Jiuzhaigou, China, in June 2009. The 72 revised full papers presented together with 49 short papers were carefully reviewed and selected from 350 submissions. The papers are organized in workshops on evolutionary methods for multi-objective optimization and decision making; text mining, semi-structured, web, or multimedia data; knowledge management and business intelligence; data mining based extension theory; intelligent knowledge management; meta-synthesis and complex systems; risk correlation analysis and risk measurement; optimization-based data mining method and applications; risk analysis with multiple criteria decision making; applications of decision theory and method to financial decision making; hybrid MCDM techniques for problems-solving.
Author(s): Yong Shi, Shouyang Wang, Yi Peng, Jianping Li, Yong Zeng
Edition: 1
Year: 2009
Language: English
Pages: 852
Table of Contents......Page 12
An Evolutionary Algorithm for the Multi-objective Multiple Knapsack Problem......Page 23
Adaptive Differential Evolution for Multi-objective Optimization......Page 31
An Evolutionary Approach for Bilevel Multi-objective Problems......Page 39
Multiple Criteria Decision Making: Efficient Outcome Assessments with Evolutionary Optimization......Page 47
Automatic Detection of Subjective Sentences Based on Chinese Subjective Patterns......Page 51
Case Study on Project Risk Management Planning Based on Soft System Methodology......Page 59
Experiments with Bicriteria Sequence Alignment......Page 67
Integrating Decision Tree and Hidden Markov Model (HMM) for Subtype Prediction of Human Influenza A Virus......Page 74
Fuzzy Double Linear Regression of the Financial Assets Yield......Page 81
Detection of Outliers from the Lognormal Distribution in Financial Economics......Page 85
A Bibliography Analysis of Multi-Criteria Decision Making in Computer Science (1989-2009)......Page 90
A Six Sigma Methodology Using Data Mining: A Case Study on Six Sigma Project for Heat Efficiency Improvement of a Hot Stove System in a Korean Steel Manufacturing Company......Page 94
Internal and External Beliefs as the Determinants of Use Continuance for an Internet Search Engine......Page 103
Development of Knowledge Intensive Applications for Hospital......Page 112
Organizational Politics, Social Network, and Knowledge Management......Page 120
Implementation of Case-Based Reasoning System for Knowledge Management of Power Plant Construction Projects in a Korean Company......Page 129
Mining Conductive Knowledge Based on Transformation of Same Characteristic Information Element in Practical Applications......Page 139
Research on Customer Value Based on Extension Data Mining......Page 147
The Intelligent System of Cardiovascular Disease Diagnosis Based on Extension Data Mining......Page 155
From Satisfaction to Win-Win: A Novel Direction for MCDM Based on Extenics......Page 163
The Methods to Construct Multivariate and Multidimensional Basic-Element and the Corresponding Extension Set......Page 172
A New Process Modeling Method Based on Extension Theory and Its Application in Purified Terephthalic Acid Solvent System......Page 176
Research on Liquidity Risk Evaluation of Chinese A-Shares Market Based on Extension Theory......Page 180
Contradictory Problems and Space-Element Model......Page 184
Knowledge Intelligence: A New Field in Business Intelligence......Page 188
Mining Knowledge from Multiple Criteria Linear Programming Models......Page 192
Research on Domain-Driven Actionable Knowledge Discovery......Page 198
Data Mining Integrated with Domain Knowledge......Page 206
A Simulation Model of Technological Adoption with an Intelligent Agent......Page 210
Research on Ratchet Effects in Enterprises' Knowledge Sharing Based on Game Models......Page 216
Application of Information Visualization Technologies in Masters' Experience Mining......Page 220
Study on an Intelligent Knowledge Push Method for Knowledge Management System......Page 224
Extension of the Framework of Knowledge Process Analysis: A Case Study of Design Research Process......Page 231
On Heterogeneity of Complex Networks in the Real World......Page 235
Some Common Properties of Affiliation Bipartite Cooperation-Competition Networks......Page 242
Cases of HWMSE......Page 250
Group Argumentation Info-visualization Model in the Hall for Workshop of Meta-synthetic Engineering......Page 258
Study on Improving the Fitness Value of Multi-objective Evolutionary Algorithms......Page 265
Simulation for Collaborative Competition Based on Multi-Agent......Page 273
Fuzzy Optimal Decision for Network Bandwidth Allocation with Demand Uncertainty......Page 280
A Comparison of SVD, SVR, ADE and IRR for Latent Semantic Indexing......Page 288
The Bilevel Programming Model of Earthwork Allocation System......Page 297
Knowledge Diffusion on Networks through the Game Strategy......Page 304
The Analysis of Complex Structure for China Education Network......Page 312
Priority-Pointing Procedure and Its Application to an Intercultural Trust Project......Page 318
Exploring Refinability of Multi-Criteria Decisions......Page 326
Methodology for Knowledge Synthesis......Page 333
Study on Public Opinion Based on Social Physics......Page 340
Context-Based Decision Making Method for Physiological Signal Analysis in a Pervasive Sensing Environment......Page 347
A Framework of Task-Oriented Decision Support System in Disaster Emergency Response......Page 355
Study on the Developing Mechanism of Financial Network......Page 359
Solving Sudoku with Constraint Programming......Page 367
A Study of Crude Oil Price Behavior Based on Fictitious Economy Theory......Page 371
Study on the Method of Determining Objective Weight of Decision-Maker (OWDM) in Multiple Attribute Group Decision-Making......Page 379
Machining Parameter Optimal Selection for Blades of Aviation Engine Based on CBR and Database......Page 383
A Multi-regional CGE Model for China......Page 392
The Method Research of Membership Degree Transformation in Multi-indexes Fuzzy Decision-Making......Page 396
Study on Information Fusion Based Check Recognition System......Page 406
Crisis Early-Warning Model Based on Exponential Smoothing Forecasting and Pattern Recognition and Its Application to Beijing 2008 Olympic Games......Page 414
Measuring Interdependency among Industrial Chains with Financial Data......Page 421
Multi-objective Economic Early Warning and Economic Risk Measure......Page 429
An Analysis on Financial Crisis Prediction of Listed Companies in China's Manufacturing Industries Based on Logistic Regression and Bayes......Page 436
Comparative Analysis of VaR Estimation of Double Long-Memory GARCH Models: Empirical Analysis of China's Stock Market......Page 442
Estimation of Value-at-Risk for Energy Commodities via CAViaR Model......Page 451
An Empirical Analysis of the Default Rate of Informal Lending—Evidence from Yiwu, China......Page 460
Empirical Study of Relations between Stock Returns and Exchange Rate Fluctuations in China......Page 469
Cost Risk Tolerance Area of Material Supply in Biomass Power Generation......Page 477
The Effect of Subjective Risk Attitudes and Overconfidence on Risk Taking Behaviors: A Experimental Study Based on Traders of the Chinese Stock Market......Page 483
Application of the Maximum Entropy Method to Risk Analysis of Mergers and Acquisitions......Page 495
Internal Control, CPA Recognition and Performance Consequence: Evidence from Chinese Real Estate Enterprises......Page 499
The Influence of IPO to the Operational Risk of Chinese Commercial Banks......Page 508
The Measurement and Analysis Risk Factors Dependence Correlation in Software Project......Page 515
Assessment of Disaster Emergency Management Ability Based on the Interval-Valued Fuzzy TOPSIS Method......Page 523
Dynamic Project Risk Analysis and Management Based on Influence Diagrams......Page 529
Risk Prediction and Measurement for Software Based on Service Oriented Architecture......Page 537
Risk Measurement and Control of Water Inrush into Qiyue Mountain Tunnel......Page 545
Operational Risk Measurement of Chinese Commercial Banks Based on Extreme Value Theory......Page 553
A Multi-criteria Risk Optimization Model for Trustworthy Software Process Management......Page 557
Country Risk Volatility Spillovers of Emerging Oil Economies: An Application to Russia and Kazakhstan......Page 562
Modeling the Key Risk Factors to Project Success: A SEM Correlation Analysis......Page 566
Research on R&D Project Risk Management Model......Page 574
Software Risks Correlation Analysis Using Meta-analysis......Page 581
A Two-Layer Least Squares Support Vector Machine Approach to Credit Risk Assessment......Page 588
Credit Risk Evaluation Using a C-Variable Least Squares Support Vector Classification Model......Page 595
Ecological Risk Assessment with MCDM of Some Invasive Alien Plants in China......Page 602
Empirically-Based Crop Insurance for China: A Pilot Study in the Down-middle Yangtze River Area of China......Page 610
A Response Analysis of Economic Growth to Environmental Risk: A Case Study of Qingdao......Page 617
A Multiple Criteria and Multiple Constraints Mathematical Programming Model for Classification......Page 622
New Unsupervised Support Vector Machines......Page 628
Data Mining for Customer Segmentation in Personal Financial Market......Page 636
Nonlinear Knowledge in Kernel-Based Multiple Criteria Programming Classifier......Page 644
A Note on the 1-9 Scale and Index Scale In AHP......Page 652
Linear Multi-class Classification Support Vector Machine......Page 657
A Novel MCQP Approach for Predicting the Distance Range between Interface Residues in Antibody-Antigen Complex......Page 665
Robust Unsupervised Lagrangian Support Vector Machines for Supply Chain Management......Page 671
A Dynamic Constraint Programming Approach......Page 675
The Evaluation of the Universities' Science and Technology Comprehensive Strength Based on Management Efficiency......Page 679
MCDM and SSM in the Public Crisis Management: From the Systemic Point of View......Page 683
The Diagnosis of Blocking Risks in Emergency Network......Page 691
How Retailer Power Influence Its Opportunism Governance Mechanisms in Marketing Channel?–An Empirical Investigation in China......Page 698
Applications in Oil-Spill Risk in Harbors and Coastal Areas Using Fuzzy Integrated Evaluation Model......Page 703
Coexistence Possibility of Biomass Industries......Page 711
How Power Mechanism Influence Channel Bilateral Opportunism......Page 714
Compromise Approach-Based Genetic Algorithm for Constrained Multiobjective Portfolio Selection Model......Page 719
Financial Time Series Analysis in a Fuzzy View......Page 727
Asset Allocation and Optimal Contract for Delegated Portfolio Management......Page 735
The Heterogeneous Investment Horizon and Dynamic Strategies for Asset Allocation......Page 743
Tracking Models for Optioned Portfolio Selection......Page 751
Size, Book-to-Market Ratio and Relativity of Accounting Information Value: Empirical Research on the Chinese Listed Company......Page 759
Fuzzy MCDM Technique for Planning the Environment Watershed......Page 766
Nonlinear Deterministic Frontier Model Using Genetic Programming......Page 775
A Revised VIKOR Model for Multiple Criteria Decision Making - The Perspective of Regret Theory......Page 783
A Novel Evaluation Model for the Vehicle Navigation Device Market Using Hybrid MCDM Techniques......Page 791
A VIKOR Technique with Applications Based on DEMATEL and ANP......Page 802
Identification of a Threshold Value for the DEMATEL Method: Using the Maximum Mean De-Entropy Algorithm......Page 811
High Technology Service Value Maximization through an MCDM-Based Innovative e-Business Model......Page 819
Airline Maintenance Manpower Optimization from the De Novo Perspective......Page 828
A Novel Hybrid MADM Based Competence Set Expansions of a SOC Design Service Firm......Page 837
A Genetic Local Search Algorithm for the Multiple Optimisation of the Balanced Academic Curriculum Problem......Page 846
Using Consistent Fuzzy Preference Relations to Risk Factors Priority of Metropolitan Underground Project......Page 855
Using MCDM Methods to Adopt and Assess Knowledge Management......Page 862
K......Page 871
S......Page 872
Z......Page 873
