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Computer Science - Artificial Intelligence | Advances in Natural Computation - First International Conference, ICNC 2005, Changsha, China,

Advances in Natural Computation

First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II

Wang, Lipo, Chen, Ke, Ong, Yew Soon (Eds.)

2005, LXI, 1292 p. Also available online.

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This book and its sister volumes, i. e. , LNCS vols. 3610, 3611, and 3612, are the proceedings of the 1st International Conference on Natural Computation (ICNC 2005), jointly held with the 2nd International Conference on Fuzzy S- tems and Knowledge Discovery (FSKD 2005, LNAI vols. 3613 and 3614) from 27 to 29 August 2005 in Changsha, Hunan, China. In its budding run, ICNC 2005successfullyattracted1887submissionsfrom32countries/regions(thejoint ICNC-FSKD 2005 received 3136 submissions). After rigorous reviews, 502 hi- quality papers, i. e. , 313 long papers and 189 short papers, were included in the ICNC 2005 proceedings, representing an acceptance rate of 26. 6%. The ICNC-FSKD 2005 featured the most up-to-date researchresults in c- putational algorithms inspired from nature, including biological, ecological, and physical systems. It is an exciting and emerging interdisciplinary area in which a wide rangeof techniques and methods arebeing studied for dealing with large, complex, and dynamic problems. The joint conferences also promoted cro- fertilization over these exciting and yet closely-related areas, which had a s- ni?cant impact on the advancement of these important technologies. Speci?c areas included neural computation, quantum computation, evolutionary c- putation, DNA computation, chemical computation, information processing in cells and tissues, molecular computation, computation with words, fuzzy c- putation, granular computation, arti?cial life, swarm intelligence, ants colonies, arti?cial immune systems, etc. , with innovative applications to knowledge d- covery, ?nance, operations research, and more. In addition to the large number ofsubmitted papers,wewereblessedwiththepresenceoffourrenownedkeynote speakers and several distinguished panelists.

Content Level » Research

Keywords » DNA computing - algorithms - artificial intelligence - bioinformatics - cognition - evolution - expert system - knowledge - knowledge discovery - learning - neural network - pattern recognition - robot - robotics - swarm intelligence

Related subjects » Artificial Intelligence - Image Processing - Theoretical Computer Science

Table of contents 

Neural Network Applications: Pattern Recognition and Diagnostics.- Monitoring of Tool Wear Using Feature Vector Selection and Linear Regression.- Image Synthesis and Face Recognition Based on 3D Face Model and Illumination Model.- Head-and-Shoulder Detection in Varying Pose.- Principal Component Neural Networks Based Intrusion Feature Extraction and Detection Using SVM.- GA-Driven LDA in KPCA Space for Facial Expression Recognition.- A New ART Neural Networks for Remote Sensing Image Classification.- Modified Color Co-occurrence Matrix for Image Retrieval.- A Novel Data Fusion Scheme for Offline Chinese Signature Verification.- A Multiple Eigenspaces Constructing Method and Its Application to Face Recognition.- Quality Estimation of Fingerprint Image Based on Neural Network.- Face Recognition Based on PCA/KPCA Plus CCA.- Texture Segmentation Using Intensified Fuzzy Kohonen Clustering Network.- Application of Support Vector Machines in Reciprocating Compressor Valve Fault Diagnosis.- The Implementation of the Emotion Recognition from Speech and Facial Expression System.- Kernel PCA Based Network Intrusion Feature Extraction and Detection Using SVM.- Leak Detection in Transport Pipelines Using Enhanced Independent Component Analysis and Support Vector Machines.- Line-Based PCA and LDA Approaches for Face Recognition.- Comparative Study on Recognition of Transportation Under Real and UE Status.- Adaptive Eye Location Using FuzzyART.- Face Recognition Using Gabor Features and Support Vector Machines.- Wavelet Method Combining BP Networks and Time Series ARMA Modeling for Data Mining Forecasting.- On-line Training of Neural Network for Color Image Segmentation.- Short-Term Prediction on Parameter-Varying Systems by Multiwavelets Neural Network.- VICARED: A Neural Network Based System for the Detection of Electrical Disturbances in Real Time.- Speech Recognition by Integrating Audio, Visual and Contextual Features Based on Neural Networks.- A Novel Pattern Classification Method for Multivariate EMG Signals Using Neural Network.- Data Fusion for Fault Diagnosis Using Dempster-Shafer Theory Based Multi-class SVMs.- Modelling of Rolling and Aging Processes in Copper Alloy by Levenberg-Marquardt BP Algorithm.- Neural Network Applications: Robotics and Intelligent Control.- An Adaptive Control for AC Servo System Using Recurrent Fuzzy Neural Network.- PSO-Based Model Predictive Control for Nonlinear Processes.- Low Cost Implementation of Artificial Neural Network Based Space Vector Modulation.- A Novel Multispectral Imaging Analysis Method for White Blood Cell Detection.- Intelligent Optimal Control in Rare-Earth Countercurrent Extraction Process via Soft-Sensor.- Three Dimensional Gesture Recognition Using Modified Matching Algorithm.- Direct Adaptive Control for a Class of Uncertain Nonlinear Systems Using Neural Networks.- Neural Network Based Feedback Scheduler for Networked Control System with Flexible Workload.- Humanoid Walking Gait Optimization Using GA-Based Neural Network.- Adaptive Neural Network Internal Model Control for Tilt Rotor Aircraft Platform.- Novel Leaning Feed-Forward Controller for Accurate Robot Trajectory Tracking.- Adaptive Neural Network Control for Multi-fingered Robot Hand Manipulation in the Constrained Environment.- Control of a Giant Swing Robot Using a Neural Oscillator.- Neural Network Indirect Adaptive Sliding Mode Tracking Control for a Class of Nonlinear Interconnected Systems.- Sequential Support Vector Machine Control of Nonlinear Systems via Lyapunov Function Derivative Estimation.- An Adaptive Control Using Multiple Neural Networks for the Position Control in Hydraulic Servo System.- Neural Network Applications: Signal Processing and Multi-media.- Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.- Nonlinear Adaptive Blind Source Separation Based on Kernel Function.- Hybrid Intelligent Forecasting Model Based on Empirical Mode Decomposition, Support Vector Regression and Adaptive Linear Neural Network.- A Real Time Color Gamut Mapping Method Using a Neural Network.- Adaptive Identification of Chaotic Systems and Its Applications in Chaotic Communications.- A Time-Series Decomposed Model of Network Traffic.- A Novel Wavelet Watermark Algorithm Based on Neural Network Image Scramble.- A Hybrid Model for Forecasting Aquatic Products Short-Term Price Integrated Wavelet Neural Network with Genetic Algorithm.- A Multiple Vector Quantization Approach to Image Compression.- Segmentation of SAR Image Using Mixture Multiscale ARMA Network.- Brain Activity Analysis of Rat Based on Electroencephalogram Complexity Under General Anesthesia.- Post-nonlinear Blind Source Separation Using Wavelet Neural Networks and Particle Swarm Optimization.- An MRF-ICA Based Algorithm for Image Separation.- Multi-view Face Recognition with Min-Max Modular SVMs.- Texture Segmentation Using Neural Networks and Multi-scale Wavelet Features.- An In-depth Comparasion on FastICA, CuBICA and IC-FastICA.- Characteristics of Equinumber Principle for Adaptive Vector Quantization.- ANFIS Based Dynamic Model Compensator for Tracking and GPS Navigation Applications.- Dynamic Background Discrimination with a Recurrent Network.- Gender Recognition Using a Min-Max Modular Support Vector Machine.- An Application of Support Vector Regression on Narrow-Band Interference Suppression in Spread Spectrum Systems.- A Natural Modification of Autocorrelation Based Video Watermarking Scheme Using ICA for Better Geometric Attack Robustness.- Research of Blind Deconvolution Algorithm Based on High-Order Statistics and Quantum Inspired GA.- Differential Demodulation of OFDM Based on SOM.- Efficient Time Series Matching Based on HMTS Algorithm.- 3D Polar-Radius Invariant Moments and Structure Moment Invariants.- A Fast Searching Algorithm of Symmetrical Period Modulation Pattern Based on Accumulative Transformation Technique.- A Granular Analysis Method in Signal Processing.- Other Neural Networks Applications.- Adaptive Leakage Suppression Based on Recurrent Wavelet Neural Network.- New Multi-server Password Authentication Scheme Using Neural Networks.- Time Domain Substructural Post-earthquake Damage Diagnosis Methodology with Neural Networks.- Conceptual Modeling with Neural Network for Giftedness Identification and Education.- Online Discovery of Quantitative Model for Web Service Management.- Judgment of Static Life and Death in Computer Go Using String Graph.- Research on Artificial Intelligence Character Based Physics Engine in 3D Car Game.- Document Clustering Based on Nonnegative Sparse Matrix Factorization.- Prediction Modeling for Ingot Manufacturing Process Utilizing Data Mining Roadmap Including Dynamic Polynomial Neural Network and Bootstrap Method.- Implicit Rating – A Case Study.- Application of Grey Majorized Model in Tunnel Surrounding Rock Displacement Forecasting.- NN-Based Damage Detection in Multilayer Composites.- Application of Support Vector Machine and Similar Day Method for Load Forecasting.- Particle Swarm Optimization Neural Network and Its Application in Soft-Sensing Modeling.- Solution of the Inverse Electromagnetic Problem of Spontaneous Potential (SP) by Very Fast Simulated Reannealing (VFSR).- Using SOFM to Improve Web Site Text Content.- Online Support Vector Regression for System Identification.- Optimization of PTA Crystallization Process Based on Fuzzy GMDH Networks and Differential Evolutionary Algorithm.- An Application of Support Vector Machines for Customer Churn Analysis: Credit Card Case.- e-NOSE Response Classification of Sewage Odors by Neural Networks and Fuzzy Clustering.- Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting.- Boosting Input/Output Hidden Markov Models for Sequence Classification.- Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons.- On Non-markovian Topographic Organization of Receptive Fields in Recursive Self-organizing Map.- Evolutionary Learning.- Quantum Reinforcement Learning.- Characterization of Evaluation Metrics in Topical Web Crawling Based on Genetic Algorithm.- A Novel Quantum Swarm Evolutionary Algorithm for Solving 0-1 Knapsack Problem.- An Evolutionary System and Its Application to Automatic Image Segmentation.- Incorporating Web Intelligence into Website Evolution.- Evolution of the CPG with Sensory Feedback for Bipedal Locomotion.- Immunity-Based Genetic Algorithm for Classification Rule Discovery.- Dynamical Proportion Portfolio Insurance with Genetic Programming.- Evolution of Reactive Rules in Multi Player Computer Games Based on Imitation.- Combining Classifiers with Particle Swarms.- Adaptive Normalization Based Highly Efficient Face Recognition Under Uneven Environments.- Artificial Immune Systems.- A New Detector Set Generating Algorithm in the Negative Selection Model.- Intrusion Detection Based on ART and Artificial Immune Network Clustering.- Nature-Inspired Computations Using an Evolving Multi-set of Agents.- Adaptive Immune Algorithm for Solving Job-Shop Scheduling Problem.- A Weather Forecast System Based on Artificial Immune System.- A New Model of Immune-Based Network Surveillance and Dynamic Computer Forensics.- A Two-Phase Clustering Algorithm Based on Artificial Immune Network.- Immune Algorithm for Qos Multicast Routing.- IFCPA: Immune Forgetting Clonal Programming Algorithm for Large Parameter Optimization Problems.- A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS).- Artificial Immune Strategies Improve the Security of Data Storage.- Artificial Immune System for Associative Classification.- Artificial Immune Algorithm Based Obstacle Avoiding Path Planning of Mobile Robots.- An Adaptive Hybrid Immune Genetic Algorithm for Maximum Cut Problem.- Algorithms of Non-self Detector by Negative Selection Principle in Artificial Immune System.- An Algorithm Based on Antibody Immunodominance for TSP.- Flow Shop Scheduling Problems Under Uncertainty Based on Fuzzy Cut-Set.- An Optimization Method Based on Chaotic Immune Evolutionary Algorithm.- An Improved Immune Algorithm and Its Evaluation of Optimization Efficiency.- Simultaneous Feature Selection and Parameters Optimization for SVM by Immune Clonal Algorithm.- Optimizing the Distributed Network Monitoring Model with Bounded Bandwidth and Delay Constraints by Genetic Algorithm.- Modeling and Optimal for Vacuum Annealing Furnace Based on Wavelet Neural Networks with Adaptive Immune Genetic Algorithm.- Lamarckian Polyclonal Programming Algorithm for Global Numerical Optimization.- Coevolutionary Genetic Algorithms to Simulate the Immune System’s Gene Libraries Evolution.- Clone Mind Evolution Algorithm.- The Application of IMEA in Nonlinearity Correction of VCO Frequency Modulation.- A Quick Optimizing Multi-variables Method with Complex Target Function Based on the Principle of Artificial Immunology.- Evolutionary Theory.- Operator Dynamics in Molecular Biology.- Analysis of Complete Convergence for Genetic Algorithm with Immune Memory.- New Operators for Faster Convergence and Better Solution Quality in Modified Genetic Algorithm.- Fuzzy Programming for Multiobjective Fuzzy Job Shop Scheduling with Alternative Machines Through Genetic Algorithms.- The Study of Special Encoding in Genetic Algorithms and a Sufficient Convergence Condition of GAs.- The Convergence of a Multi-objective Evolutionary Algorithm Based on Grids.- Influence of Finite Population Size –Extinction of Favorable Schemata–.- A Theoretical Model and Convergence Analysis of Memetic Evolutionary Algorithms.- New Quality Measures for Multiobjective Programming.- An Orthogonal Dynamic Evolutionary Algorithm with Niches.- Fitness Sharing Genetic Algorithm with Self-adaptive Annealing Peaks Radii Control Method.- A Novel Clustering Fitness Sharing Genetic Algorithm.- Cooperative Co-evolutionary Differential Evolution for Function Optimization.- Optimal Design for Urban Mass Transit Network Based on Evolutionary Algorithms.- A Method for Solving Nonlinear Programming Models with All Fuzzy Coefficients Based on Genetic Algorithm.- An Evolutionary Algorithm Based on Stochastic Weighted Learning for Constrained Optimization.- A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization.- A Search Algorithm for Global Optimisation.- Selection, Space and Diversity: What Can Biological Speciation Tell Us About the Evolution of Modularity?.- On Evolutionary Optimization of Large Problems Using Small Populations.- Membrane, Molecular, and DNA Computing.- Reaction-Driven Membrane Systems.- A Genetic Algorithm Based Method for Molecular Docking.- A New Encoding Scheme to Improve the Performance of Protein Structural Class Prediction.- DNA Computing Approach to Construction of Semantic Model.- DNA Computing for Complex Scheduling Problem.- On Designing DNA Databases for the Storage and Retrieval of Digital Signals.- Composite Module Analyst: Tool for Prediction of DNA Transcription Regulation. Testing on Simulated Data.- Simulation and Visualization for DNA Computing in Microreactors.- Ants Colony.- A Novel Ant Clustering Algorithm with Digraph.- Ant Colony Search Algorithms for Optimal Packing Problem.- Adaptive Parallel Ant Colony Algorithm.- Hierarchical Image Segmentation Using Ant Colony and Chemical Computing Approach.- Optimization of Container Load Sequencing by a Hybrid of Ant Colony Optimization and Tabu Search.- A Novel Ant Colony System Based on Minimum 1-Tree and Hybrid Mutation for TSP.

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