Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence: Third International Conference on Intelligent Computing, ICIC 2007, Qingdao, China, August 21-24, 2007. Proceedings

Xue-Quan Xu, Xian-Bin Wen, Yue-Qing Li, Jin-Juan Quan (auth.), De-Shuang Huang, Laurent Heutte, Marco Loog (eds.)3540742018, 9783540742012

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring – gether researchers and practitioners from both academia and industry to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. ICIC 2007, held in Qingdao, China, August 21-24, 2007, constituted the Third – ternational Conference on Intelligent Computing. It built upon the success of ICIC 2006 and ICIC 2005 held in Kunming and Hefei, China, 2006 and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

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Table of contents :
Front Matter….Pages –
A New Watermarking Approach Based on Neural Network in Wavelet Domain….Pages 1-6
Analysis of Global Convergence and Learning Parameters of the Back-Propagation Algorithm for Quadratic Functions….Pages 7-13
Application Server Aging Prediction Model Based on Wavelet Network with Adaptive Particle Swarm Optimization Algorithm….Pages 14-25
Edge Detection Based on Spiking Neural Network Model….Pages 26-34
Gait Parameters Optimization and Real-Time Trajectory Planning for Humanoid Robots….Pages 35-46
Global Asymptotic Stability of Cohen-Grossberg Neural Networks with Multiple Discrete Delays….Pages 47-58
Global Exponential Stability of Cohen-Grossberg Neural Networks with Reaction-Diffusion and Dirichlet Boundary Conditions….Pages 59-65
Global Exponential Stability of Fuzzy Cohen-Grossberg Neural Networks with Variable Delays and Distributed Delays….Pages 66-74
Global Exponential Synchronization of a Class of Chaotic Neural Networks with Time-Varying Delays….Pages 75-82
Grinding Wheel Topography Modeling with Application of an Elastic Neural Network….Pages 83-90
Hybrid Control of Hopf Bifurcation for an Internet Congestion Model….Pages 91-97
MATLAB Simulation of Gradient-Based Neural Network for Online Matrix Inversion….Pages 98-109
Mean Square Exponential Stability of Uncertain Stochastic Hopfield Neural Networks with Interval Time-Varying Delays….Pages 110-119
New Stochastic Stability Criteria for Uncertain Neural Networks with Discrete and Distributed Delays….Pages 120-129
Novel Forecasting Method Based on Grey Theory and Neural Network….Pages 130-136
One-Dimensional Analysis of Exponential Convergence Condition for Dual Neural Network….Pages 137-147
Stability of Stochastic Neutral Cellular Neural Networks….Pages 148-156
Synchronization of Neural Networks by Decentralized Linear-Feedback Control….Pages 157-163
Synchronous Pipeline Circuit Design for an Adaptive Neuro-fuzzy Network….Pages 164-173
The Projection Neural Network for Solving Convex Nonlinear Programming….Pages 174-181
Usage of Hybrid Neural Network Model MLP-ART for Navigation of Mobile Robot….Pages 182-191
Using a Wiener-Type Recurrent Neural Network with the Minimum Description Length Principle for Dynamic System Identification….Pages 192-201
A Parallel Independent Component Implement Based on Learning Updating with Forms of Matrix Transformations….Pages 202-211
Application Study on Monitoring a Large Power Plant Operation….Pages 212-221
Default-Mode Network Activity Identified by Group Independent Component Analysis….Pages 222-233
Mutual Information Based Approach for Nonnegative Independent Component Analysis….Pages 234-244
Modeling of Microhardness Profile in Nitriding Processes Using Artificial Neural Network….Pages 245-252
A Similarity-Based Approach to Ranking Multicriteria Alternatives….Pages 253-262
Algorithms for the Well-Drilling Layout Problem….Pages 263-271
Application of Dynamic Programming to Solving K Postmen Chinese Postmen Problem….Pages 272-281
Choices of Interacting Positions on Multiple Team Assembly….Pages 282-291
Genetic Local Search for Optimum Multiuser Detection Problem in DS-CDMA Systems….Pages 292-299
Motion Retrieval with Temporal-Spatial Features Based on Ensemble Learning….Pages 300-308
The Study of Pavement Performance Index Forecasting Via Improving Grey Model….Pages 309-314
An Adaptive Recursive Least Square Algorithm for Feed Forward Neural Network and Its Application….Pages 315-323
BOLD Dynamic Model of Functional MRI….Pages 324-329
Partial Eigenanalysis for Power System Stability Study by Connection Network….Pages 330-339
A Knowledge Navigation Method for the Domain of Customers’ Services of Mobile Communication Corporations in China….Pages 340-349
A Method for Building Concept Lattice Based on Matrix Operation….Pages 350-359
A New Method of Causal Association Rule Mining Based on Language Field….Pages 360-366
A Particle Swarm Optimization Method for Spatial Clustering with Obstacles Constraints….Pages 367-376
A PSO-Based Classification Rule Mining Algorithm….Pages 377-384
A Similarity Measure for Collaborative Filtering with Implicit Feedback….Pages 385-397
An Adaptive k -Nearest Neighbors Clustering Algorithm for Complex Distribution Dataset….Pages 398-407
Defining a Set of Features Using Histogram Analysis for Content Based Image Retrieval….Pages 408-417
Determine the Kernel Parameter of KFDA Using a Minimum Search Algorithm….Pages 418-426
Hidden Markov Models with Multiple Observers….Pages 427-435
K-Distributions: A New Algorithm for Clustering Categorical Data….Pages 436-443
Key Point Based Data Analysis Technique….Pages 444-455
Mining Customer Change Model Based on Swarm Intelligence….Pages 456-464
New Classification Method Based on Support-Significant Association Rules Algorithm….Pages 465-474
Scaling Up the Accuracy of Bayesian Network Classifiers by M-Estimate….Pages 475-484
Similarity Computation of Fuzzy Membership Function Pairs with Similarity Measure….Pages 485-492
Spatial Selectivity Estimation Using Cumulative Density Wavelet Histogram….Pages 493-504
Image Segmentation Based on Chaos Immune Clone Selection Algorithm….Pages 505-512
Research a Novel Integrated and Dynamic Multi-object Trade-Off Mechanism in Software Project….Pages 513-524
A Swarm-Based Learning Method Inspired by Social Insects….Pages 525-533
A Genetic Algorithm for Shortest Path Motion Problem in Three Dimensions….Pages 534-542
A Hybrid Electromagnetism-Like Algorithm for Single Machine Scheduling Problem….Pages 543-552
A Self-adaptive Evolutionary Algorithm for Multi-objective Optimization….Pages 553-564
An Adaptive Immune Genetic Algorithm for Edge Detection….Pages 565-571
An Improved Nested Partitions Algorithm Based on Simulated Annealing in Complex Decision Problem Optimization….Pages 572-583
DE and NLP Based QPLS Algorithm….Pages 584-592
Fuzzy Genetic Algorithm Based on Principal Operation and Inequity Degree….Pages 593-604
Immunity-Based Adaptive Genetic Algorithm for Multi-robot Cooperative Exploration….Pages 605-616
Improved Genetic Algorithms to Fuzzy Bimatrix Game….Pages 617-628
K $bigoplus$ 1 Composite Genetic Algorithm and Its Properties….Pages 629-640
Parameter Tuning for Buck Converters Using Genetic Algorithms….Pages 641-647
Research a New Dynamic Clustering Algorithm Based on Genetic Immunity Mechanism….Pages 648-659
Applying Hybrid Neural Fuzzy System to Embedded System Hardware/Software Partitioning….Pages 660-669
Design of Manufacturing Cells for Uncertain Production Requirements with Presence of Routing Flexibility….Pages 670-681
Developing a Negotiation Mechanism for Agent-Based Scheduling Via Fuzzy Constraints….Pages 682-692
Lyapunov Stability of Fuzzy Discrete Event Systems….Pages 693-701
Managing Target Cash Balance in Construction Firms Using Novel Fuzzy Regression Approach….Pages 702-711
Medical Diagnosis System of Breast Cancer Using FCM Based Parallel Neural Networks….Pages 712-719
Optimal Sizing of Energy Storage System in Solar Energy Electric Vehicle Using Genetic Algorithm and Neural Network….Pages 720-729
Research on Error Compensation for Oil Drilling Angle Based on ANFIS….Pages 730-737
Rough Set Theory of Shape Perception….Pages 738-749
Stability Analysis for Floating Structures Using T-S Fuzzy Control….Pages 750-758
Uncertainty Measures of Roughness of Knowledge and Rough Sets in Ordered Information Systems….Pages 759-769
Particle Swarm Optimization with Dynamic Step Length….Pages 770-780
Stability Analysis of Particle Swarm Optimization….Pages 781-790
A Novel Discrete Particle Swarm Optimization Based on Estimation of Distribution….Pages 791-802
An Improved Particle Swarm Optimization for Traveling Salesman Problem….Pages 803-812
An Improved Swarm Intelligence Algorithm for Solving TSP Problem….Pages 813-822
MAS Equipped with Ant Colony Applied into Dynamic Job Shop Scheduling….Pages 823-835
Optimizing the Selection of Partners in Collaborative Operation Networks….Pages 836-850
Quantum-Behaved Particle Swarm Optimization with Generalized Local Search Operator for Global Optimization….Pages 851-860
Kernel Difference-Weighted k-Nearest Neighbors Classification….Pages 861-870
Novel Design of Decision-Tree-Based Support Vector Machines Multi-class Classifier….Pages 871-880
Tuning Kernel Parameters with Different Gabor Features for Face Recognition….Pages 881-890
Two Multi-class Lagrangian Support Vector Machine Algorithms….Pages 891-899
Research on On-Line Modeling of Fed-Batch Fermentation Process Based on v-SVR….Pages 900-908
Kernel Generalized Foley-Sammon Transform with Cluster-Weighted….Pages 909-918
Supervised Information Feature Compression Algorithm Based on Divergence Criterion….Pages 919-925
The New Graphical Features of Star Plot for K Nearest Neighbor Classifier….Pages 926-933
A Mixed Algorithm of PCA and LDA for Fault Diagnosis of Induction Motor….Pages 934-942
A Test Theory of the Model-Based Diagnosis….Pages 943-951
Bearing Diagnosis Using Time-Domain Features and Decision Tree….Pages 952-960
CMAC Neural Network Application on Lead-Acid Batteries Residual Capacity Estimation….Pages 961-970
Diagnosing a System with Value-Based Reasoning….Pages 971-981
Modeling Dependability of Dynamic Computing Systems….Pages 982-991
Particle Swarm Trained Neural Network for Fault Diagnosis of Transformers by Acoustic Emission….Pages 992-1003
Prediction of Chatter in Machining Process Based on Hybrid SOM-DHMM Architecture….Pages 1004-1013
Research of the Fault Diagnosis Method for the Thruster of AUV Based on Information Fusion….Pages 1014-1023
Synthesized Fault Diagnosis Method Based on Fuzzy Logic and D-S Evidence Theory….Pages 1024-1031
Test Scheduling for Core-Based SOCs Using Genetic Algorithm Based Heuristic Approach….Pages 1032-1041
The Design of Finite State Machine for Asynchronous Replication Protocol….Pages 1042-1053
Unbalanced Underground Distribution Systems Fault Detection and Section Estimation….Pages 1054-1065
Stability Analysis and Synthesis of Robust Fuzzy Systems with State and Input Delays….Pages 1066-1075
Biometric User Authentication Based on 3D Face Recognition Under Ubiquitous Computing Environment….Pages 1076-1081
Score Normalization Technique for Text-Prompted Speaker Verification with Chinese Digits….Pages 1082-1089
Identifying Modules in Complex Networks by a Graph-Theoretical Method and Its Application in Protein Interaction Networks….Pages 1090-1101
Autonomous Kinematic Calibration of the Robot Manipulator with a Linear Laser-Vision Sensor….Pages 1102-1109
Robust Human Face Detection for Moving Pictures Based on Cascade-Typed Hybrid Classifier….Pages 1110-1119
Multimodality Image Registration by Particle Swarm Optimization of Mutual Information….Pages 1120-1130
Multiobjective Constriction Particle Swarm Optimization and Its Performance Evaluation….Pages 1131-1140
An Intelligent Fingerprint-Biometric Image Scrambling Scheme….Pages 1141-1151
Reversible Data Hiding Based on Histogram….Pages 1152-1161
Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity….Pages 1162-1171
Parallel Filter: A Visual Classifier Based on Parallel Coordinates and Multivariate Data Analysis….Pages 1172-1183
Constrained Nonlinear State Estimation – A Differential Evolution Based Moving Horizon Approach….Pages 1184-1192
Multi-agent Optimization Design for Multi-resource Job Shop Scheduling Problems….Pages 1193-1204
Multi-units Unified Process Optimization Under Uncertainty Based on Differential Evolution with Hypothesis Test….Pages 1205-1214
An Angle-Based Crossover Tabu Search for Vehicle Routing Problem….Pages 1215-1222
Saturation Throughput Analysis of IEEE 802.11e EDCA….Pages 1223-1232
A Wavelet Neural Network Optimal Control Model for Traffic-Flow Prediction in Intelligent Transport Systems….Pages 1233-1244
Conditional Density Estimation with HMM Based Support Vector Machines….Pages 1245-1254
Estimating Selectivity for Current Query of Moving Objects Using Index-Based Histogram….Pages 1255-1264
Forecasting Approach Using Hybrid Model ASVR/NGARCH with Quantum Minimization….Pages 1265-1277
Forecasting of Market Clearing Price by Using GA Based Neural Network….Pages 1278-1286
A Difference Scheme for the Camassa-Holm Equation….Pages 1287-1295
Research on Design of a Planar Hybrid Actuator Based on a Hybrid Algorithm….Pages 1296-1305
Network Traffic Prediction and Applications Based on Time Series Model….Pages 1306-1315
On Approach of Intelligent Soft Computing for Variables Estimate of Process Control System….Pages 1316-1326
ICA Based on KPCA and Hierarchical RBF Network for Face Recognition….Pages 1327-1338
Long-Range Temporal Correlations in the Spontaneous in vivo Activity of Interneuron in the Mouse Hippocampus….Pages 1339-1344
Implementation and Performance Analysis of Noncoherent UWB Transceiver Under LOS Residential Channel Environment….Pages 1345-1356
MemoPA: Intelligent Personal Assistant Agents with a Case Memory Mechanism….Pages 1357-1367
Erratum to: Choices of Interacting Positions on Multiple Team Assembly….Pages E1-E1
Back Matter….Pages –