Advanced Intelligent Computing Theories and Applications

by Huang, De-shuang; Heutte, Laurent; Loog, Marco

• ISBN13: 9783540742814
• ISBN10: 3540742816
• Format: Paperback
• Copyright: 2007-09-01
• Publisher: Springer Nature

Summary

This volume, in conjunction with the two volumes LNCS 4681 and LNAI 4682, constitutes the refereed proceedings of the Third International Conference on Intelligent Computing held in Qingdao, China, in August 2007. The conference sought to establish contemporary intelligent computing techniques as an integral method that underscores trends in advanced computational intelligence and links theoretical research with applications.

Table of Contents

A Study of Constructive Fuzzy Normalized RBF Neural Networks	p. 1
An ARM-Based Q-Learning Algorithm	p. 11
Locally Asymptotical Behaviors of Delayed BAM Neural Networks With Generalized Saturation Output Functions	p. 21
Oil Field Development Using Neural Network Model	p. 29
Optimal Support Vector Machine Based Short-Term Load Forecasting Model with Input Variables and Samples Selection	p. 39
The Segmentation and Associative Memory Using Hindmarsh-Rose Neuronal Network	p. 48
Two Approaches to Extract Rules from Neural Network with Mixed Attributes	p. 56
A New Learning Algorithm for Function Approximation by Encoding Additional Constraints into Feedforward Neural Network	p. 64
Parallel Processing of Minimization Algorithm for Determination Finite Automata	p. 73
The Method of PID Parameter Optimization Based on Modified Linear Quadratic Optimal Control in the Linear DC Motor	p. 81
Recommending Expert System of Project Reviewing Based on CBR	p. 90
Achieving Self-configuration Capability in Autonomic Systems Using Case-Baaed Reasoning with a New Similarity Measure	p. 97
Context Information Model Using Ontologies and Rules Based on Spatial Object	p. 107
The Simulation Optimization Algorithm Based on the Ito Process	p. 115
A Hierarchical Clustering Algorithm Based on GiST	p. 125
Black-Box Extraction of Functional Structures from System Call Traces for Intrusion Detection	p. 135
Category Expansion by Clustering in Webpage Classification	p. 145
Function Two Direction S-Rough Sets Method in Image Hiding	p. 155
Index-Based Load Shedding for Streaming Sliding Window Joins	p. 162
Knowledge Discovery for Hepatitis C Virus Diagnosis: A Framework for Mining Interesting Classification Rules	p. 171
Mining Direct and Indirect Fuzzy Sequential Patterns in Large Transaction Databases	p. 180
Mining Infrequent Itemsets Based on Extended MMS Model	p. 190
Web Based Image Retrieval System Using HSI Color Indexes	p. 199
An Improved Genetic Algorithm for the Traveling Salesman Problem	p. 208
Application of Gene Expression Programming in the Reliability of Consecutive-k-out-of-n: F Systems with Identical Component Reliabilities	p. 217
Disruption Management for the Vehicle Routing' Problem with Time Windows	p. 225
Novel Algorithm to Calculate Hypervolume Indicator of Pareto Approximation Set	p. 235
On the Convergence Properties of Quantum-Inspired Multi-Objective Evolutionary Algorithms	p. 245
Representation of Solutions and Genetic Operators for Flexible Job Shop Problem	p. 256
Software Risk Prediction Based on the Hybrid Algorithm of Genetic Algorithm and Decision Tree	p. 266
The Equilibrium Network Model and Its Genetic Algorithm	p. 275
Computing with Words in Data Mining and Pattern Recognition	p. 285
Fuzzy Modeling Via On-Line Clustering and Support Vector Machine	p. 294
How 'Soft' Soft Computing Is: On the Ordering of Fuzzy Sets	p. 304
Intelligent Filtering in Telerobotic System	p. 313
New Method for the Problem of Fuzzy Group Decision Making	p. 322
Research for Reducing Dimension on a T-S Fuzzy Controller	p. 329
Study on Self-adaptive Fuzzy Neural Networks	p. 335
An Adaptive Particle Swarm Optimization Algorithm with New Random Inertia Weight	p. 342
Development of the Practical Particle Filter for Human Gesture Recognition	p. 351
Modified Particle Swarm Optimization for Solving Systems of Equations	p. 361
Optimized Fuzzy Clustering by Predator Prey Particle Swarm Optimization	p. 370
Immune Particle Swarm Optimization with Diversity Monitoring	p. 380
Particle Swarm Optimization System Algorithm	p. 388
The Particle Swarm: Parameter Selection and Convergence	p. 396
A Fast Training Algorithm for SVM Via Clustering Technique and Gabriel Graph	p. 403
Dual Forms of SVM and MEB in Terms of Different Norms of Distance	p. 413
Support Vector Clustering with Outlier Detection	p. 423
Application of Efficient Numerical Methods in Solution of Ordinary Differential Equations for Modeling Electrical Activity in Cardiac Cells	p. 432
Fluorescence Model of 3-SAT in DNA Computing	p. 442
Molecular Computation: Solving 3-Vertex-Colourability Problem	p. 450
Quantum Integration Error on Some Classes of Multivariate Functions	p. 459
Agent Grid Collaborative Schema Based on Policy	p. 469
Educational Service Web Database Prototype	p. 479
The Strategy of Matching User Queries with Web Pages Based on Formal Concept Analysis	p. 489
A Packet Distribution Method for Energy Balancing on Node-Disjoint Multipath of MANETs	p. 499
An Intelligent Error Detection-Recovery System for Multimedia CSCW Based on Situation-Awareness: AEDRS	p. 508
A Probabilistic SDG Approach to Fault Diagnosis of Industrial Systems	p. 517
An Approach of Combustion Diagnosis in Boiler Furnace Based on Phase Space Reconstruction	p. 528
Application of Grey Relation Degree in Network Security Based on Included Angle Sine	p. 536
Genetic Programming with 3[sigma] Rule for Fault Detection	p. 543
Pattern Recognition of Reciprocating Engine by Using Hilbert Spectrum and K-S Test	p. 552
Rolling Bearing Fault Diagnosis Using Refinement Envelope Analysis Based on the EMD Method	p. 562
An Adaptive Fault-Tolerance QoS for Whiteboard Errors Based on RCSM for Ubiquitous Computing	p. 571
Application of the Stress Waves to Extract Multi-fault Features of the Low-Speed Machinery Based on Blind Source Separation	p. 579
Artificial Potential Field Based Path Planning for Mobile Robots Using Virtual Water-Flow Method	p. 588
Autopilot, Design Using Hybrid PSO-SQP Algorithm	p. 596
Enhancement of Sliding Mode Controller by Unit Vector Continuous	p. 605
Evaluation of Dependable Embedded System	p. 614
Fuzzy Control for Discrete Passive Affine T-S Fuzzy Systems with Observer Feedback	p. 623
Integrated Chassis Controller Design of Active Steering and Active Braking Systems Using CL Method	p. 632
Mobile Robot Velocity Estimation Using a Regular Polygonal Array of Optical Flow Sensors	p. 641
Particle; Swarm Optimization for Dynamic Sectoring Control During Peak Traffic: Pattern	p. 650
The Application of Fractional-Order PI Control Algorithm to the PMSM Speed-Adjusting System	p. 660
Weighted CRI Method for Fuzzy Controller	p. 670
Further Studies on the Distribution of the Shortest Linear Recurring Sequences for the Stream Cipher over the Ring	p. 680
Secure PAP-Based RADIUS Protocol in Wireless Networks	p. 689
Analysis of Pi Series and Its Application to Image Encryption	p. 695
Sales Forecasting for TFT-LCD Products with a Hybrid Neural Network Model	p. 704
Time Series Prediction of Short Circuit Current for Synchronous Control of Synthetic Test Based on Delay Coordinate Embedding	p. 714
An Emotion Recognition Conversation System Based on Knowledge Database Automatic Architecture	p. 722
Automatic Analysis of Chinese Dialect Tones Based on Self-organizing Map	p. 732
Adaptive Image Restoration Based on the Genetic Algorithm and Kahnan Filtering	p. 742
Image Retrieval and Classification Through Conceptualization Based on WordNet	p. 751
U-Multimedia Retrieval System Using MPEG-7 Visual Descriptor and Hippocampal Neural Network	p. 760
An Implementation of the Personal Authentication System for USN	p. 771
Analysis of Large Genomic Data in Silica: The EPIC-Norfolk Study of Obesity	p. 781
Feature Based Automatic Stitching of Microscopic Images	p. 791
A Fast Partial Distortion Elimination Algorithm Using Adaptive Matching Scan and Refining Threshold	p. 801
A New Method of Steganalysis Based on Image Entropy	p. 810
A New Noise Canceller Scheme Using Parallel Adaptive Volterra Filter	p. 816
A Recursive Parametric Spectral Subtraction Algorithm for Speech Enhancement	p. 826
An Approach for Image Compression of Algae Cell Using Multiwavelets	p. 836
An Image Steganography Scheme by Gray Scale Grid Analysis	p. 844
Application of CBR and ANN in Virtual-Environment-Based Instrument Development System	p. 849
Energy-Efficient Transmissions of Fingerprint Images Using Both Encryption and Fingerprinting Techniques	p. 858
FPGA Implementation of Video Watermark Embedding System	p. 868
Gauss - Hermite Spectrogram	p. 878
High-Speed Block Matching Algorithms for Multimedia Service	p. 886
Multiwavelet Denoising for Common Phytoplankton Cellular Images	p. 893
A Neural Network Identifier Design Based on Immunity Computation and Moment Characteristics	p. 901
A Robust Approach Toward Face Tracking	p. 911
Identifying Co-expressed Gene Groups with Significant Functional Categories	p. 920
Aging Simulation of Face Images Based on Super-Resolution	p. 930
An Efficient Approach for Fish Bone Detection Based on Image Preprocessing and Particle Swarm Clustering	p. 940
An Improved General Fuzzy Min-Max Neural Network for Pattern Classification	p. 949
Automatic Feature Extraction and Analysis on Breast Ultrasound Images	p. 957
Automatic Region-of-Interest Coding in JPEG2000 Based on Morphology Segmentation and LL[subscript n] Sub-band Analysis	p. 964
Computer Simulation Research of the Process of Chinese Characters Cognition	p. 973
Decomposition Method and Its Automatic Design Algorithm of Station Bottleneck	p. 981
Dynamically Personalized Music Recommendation System for PDA	p. 991
Iris Classifier Enhanced Algorithm Based on AdaBoost	p. 1001
Microscopic. Image Mosaicing Algorithm Based on Normalized Moment of Inertia	p. 1010
Model Based Tracking	p. 1018
Ringing Artifact Reduction for JPEG2000 Images	p. 1026
Shape Recognition Based on Skeleton and Support Vector Machines	p. 1035
A Novel Verifier-Based Authenticated Key Agreement Protocol	p. 1044
Design of a Fuzzy Based Outer Loop Controller for Improving the Training Performance of LMS Algorithm	p. 1051
Design of Bandwidth Efficient M-l-1 Protocol in Wireless Sensor Networks	p. 1064
Influence of Power Allocation and Relay Location on Cooperative Systems Performance	p. 1074
Optimal Multiuser Detection with Artificial Fish Swarm Algorithm	p. 1084
The Network Optimal Problem Based on Genetic Algorithm	p. 1094
Improving the Sun-Cao's Public Key Authentication Scheme for Non-repudiation	p. 1103
Security Architecture for Authentication and Authorization in the Intelligent and Ubiquitous Home Network	p. 1110
Fast 3D Face Synthesis Using AAM	p. 1119
Grid-Based Approach for Detecting Head and Hand Regions	p. 1126
Vehicle Color Classification Based on the Support Vector Machine Method	p. 1133
A Self Calibration System Using Block Interpolation in the Industrial Assembly Line	p. 1140
Determination of Charge Handling Capability of a Deep Depletion Charge Coupled Device for Astronomic Applications	p. 1149
The Mobile Robot Teleoperation to Consider the 'rime-Delay of Wireless Network	p. 1159
Population Forecasting Model Based on Wavelet Least Squares Support Vectors Machines	p. 1167
Minimum Mahalanobis Enclosing Ellipsoid Machine for Pattern Classification	p. 1176
Solving Mahalanobis Ellipsoidal Learning Machine Via Second Order Cone Programming	p. 1186
The Finite Element Analysis Based on ANSYS Pressure-Sensitive Conductive Rubber Three-Dimensional Tactile Sensor	p. 1195
A Novel Method for 2DPCA-ICA in Face Recognition	p. 1203
Combining Regularization Frameworks for Solving the Electrocardiography Inverse Problem	p. 1210
Combining Multi-layer Perceptron and K-Means for Data Clustering with Background Knowledge	p. 1220
A Novel Neural Network Ensemble System for Economic Forecasting	p. 1227
Finite Element Simulation of Viscoelastic Damping Materials	p. 1234
New Sampling-Based Summary Structures for Sliding Windows over Data Streams	p. 1242
Diagnosis of Breast Tumours and Evaluation of Prognostic Risk by Using Machine Learning Approaches	p. 1250
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