Computational Collective Intelligence. Technologies and Applications : Second International Conference, ICCCI 2010, Kaohsiung, Taiwan, November 10-12, 2010. Proceedings, Part I

by Pan, Jeng-Shyang; Chen, Shyi-ming; Nguyen, Ngoc Thanh

• ISBN13: 9783642166921
• ISBN10: 364216692X
• Edition: 1st
• Format: Paperback
• Copyright: 2010-11-17
• Publisher: Springer-Verlag New York Inc

Summary

The three-volume set LNAI 6421, 6422 and 6423 constitutes the refereed proceedings of the Second International Conference on Computational Collective Intelligence, ICCCI 2010, held in Kaohsiung, Taiwan, in November 2010. Based on rigorous peer reviews, the program committee carefully selected 155 revised papers from 500 submissions for presentation in three volumes. The papers are organized in topical sections on collective intelligence in web systems - web systems analysis; intelligent computing for data security; smart clustering techniques; web service; quantitative management of technology; agent system; CCI-based optimization models; fuzzy logic and its applications; social networks; innovations in computation and application; intelligent signal processing for human-machine interaction; novel approaches to intelligent applications; intelligent technologies for medical related applications; novel approaches to collective computations and systems; intelligent systems; advanced knowledgement management; intelligent computing for image analysis; intelligent digital watermarking and pattern recognition; innovative information system and application; intelligent computing for networks; soft computing to industrial management and applications; innovations in pervasive computing; biological computing.

Table of Contents

Collective Intelligence in Web Systems - Web Systems Analysis
Neuro-Fuzzy Models in Global HTTP Request Distribution	p. 1
Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques	p. 11
Time Series Forecasting of Web Performance Data Monitored by MWING Multiagent Distributed System	p. 20
Comparison and Analysis of the Eye Pointing Methods and Applications	p. 30
Abstraction Relations between Internal and Behavioural Agent Models for Collective Decision Making	p. 39
Quick Response System Using Collaborative Filtering on Fashion E-Business	p. 54
Intelligent Computing for Data Security
An Ownership Verification Scheme by Using Image Pinned Field and Genetic Algorithm	p. 64
Multiple-Image Multiplexing Encryption Based on Modified Gerchberg-Saxton Algorithm and Phase Modulation in Fractional Fourier Transform Domain	p. 74
Optical Image Encryption Based on Joint Fresnel Transform Correlator	p. 81
Communication and Trust in the Bounded Confidence Model	p. 90
Detection of Image Region-Duplication with Rotation and Scaling Tolerance	p. 100
Smart Clustering Techniques
An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks	p. 109
The 3D Display and Analysis of the Pattern of Photolithography	p. 117
Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering	p. 128
DenVOICE: A New Density-Partitioning Clustering Technique Based on Congregation of Dense Voronoi Cells for Non-spherical Patterns	p. 136
Semantic Search Results Clustering	p. 145
Trend Detection on Thin-Film Solar Cell Technology Using Cluster Analysis and Modified Data Crystallization	p. 152
Quality of Semantic Compression in Classification	p. 162
Web Service
Realizes Three-Tier Structure Mail System Based on the Web	p. 172
Secure Collaborative Cloud Design for Global USN Services	p. 178
Mining on Terms Extraction from Web News	p. 188
Inter-cloud Data Integration System Considering Privacy and Cost	p. 195
A Semantic Web Approach to Heterogeneous Metadata Integration	p. 205
Quantitative Management of Technology (I)
Fuzzy Multi-objective Programming Application for Time-Cost Trade-off of CPM in Project Management	p. 215
A Study on Two-Stage Budget Planning by Fuzzy Quantifying Analysis	p. 230
Hybrid Support Vector Regression and GA/TS for Radio-Wave Path-Loss Prediction	p. 243
Inventory Model with Fractional Brownian Motion Demand	p. 252
Note on Inventory Model with a Stochastic Demand	p. 260
A GA-Based Support Vector Machine Diagnosis Model for Business Crisis	p. 265
Agent System
A Book-Agent System for Library Marketing	p. 274
Adaptive Modelling of Social Decision Making by Agents Integrating Simulated Behaviour and Perception Chains	p. 284
Modeling Agent-Based Collaborative Process	p. 296
A Three-Dimensional Abstraction Framework to Compare Multi-agent System Models	p. 306
Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System	p. 320
Modeling.Super Mirroring Functionality in Action Execution, Imagination, Mirroring, and Imitation	p. 330
CCI-Based Optimization Models
Cellular GEP-Induced Classifiers	p. 343
Cluster Integration for the Cluster-Based Instance Selection	p. 353
Comparative Study of the Differential Evolution and Approximation Algorithms for Computing Optimal Mixed Strategies in Zero-Sum Games	p. 363
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization	p. 373
A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags	p. 383
Evaluation of Agents Performance within the A-Team Solving RCPSP/Max Problem	p. 393
Synchronous vs. Asynchronous Cooperative Approach to Solving the Vehicle Routing Problem	p. 403
Quantitative Management of Technology (II)
Development of an Engineering Knowledge Extraction Framework	p. 413
Exploring EFL Taiwanese University Students' Perceptions of a Collaborative CALL Environment	p. 421
Performance Evaluation of Telecommunication Industry between China and Taiwan	p. 433
Discuss and Analyze by AHP Techniques the KSF of Managing the NMMBA under the BOT Model	p. 444
A DEA Application Model of Production Process for the Chip Resistor Industry	p. 457
Enhancing Repair Service Quality of Mobile Phones by the TRIZ Method	p. 468
Fuzzy Logic and Its Applications
Adaptive Learning Approach of Fuzzy Logic Controller with Evolution for Pursuit-Evasion Games	p. 482
Comparison of Multispectral Image Processing Techniques to Brain MR Image Classification between Fuzzy C-Mean Method and Geodesic Active Contours of Caselles Level Set Method	p. 491
Modeling PVT Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems	p. 499
An Extensional Signed Fuzzy Measure of Signed Rho-Fuzzy Measure	p. 509
Adaptive Fuzzy Neural Network Control for Automatic Landing System	p. 520
Author Index	p. 531
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