Table of Contents for: Advances in natural computation : second

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Advances in natural computation : second international conference, ICNC 2006, Xi'an, China, September 24-28, 2006 : proceedings /

Licheng Jiao [and others] (eds.).

Book Cover
Names: Jiao, Li-cheng.
Published: Berlin ; Springer, ©2006.
Series: Lecture notes in computer science ; 4221-4222.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Topics: Computational intelligence - Congresses. | Natural computation - Congresses. | Neural networks (Computer science) - Congresses. | Evolutionary computation - Congresses. | Genetic programming (Computer science) - Congresses. | Réseaux neuronaux (Informatique) - Congrès. | Réseaux neuronaux à structure évolutive - Congrès. | Informatique.
Genres: Electronic books. | Conference papers and proceedings. | Electronic books.
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Part 1: Artificial Neural Networks -- Hypersphere Support Vector Machines Based on Multiplicative Updates -- The Study of Leave-One-Out Error-Based Classification Learning Algorithm for Generalization Performance -- Gabor Feature Based Classification Using LDA/QZ Algorithm for Face Recognition -- Breast Cancer Detection Using Hierarchical B-Spline Networks -- Ensemble-Based Discriminant Manifold Learning for Face Recognition -- Perceptual Learning Inspired Model Selection Method of Neural Networks -- Improving Nearest Neighbor Rule with a Simple Adaptive Distance Measure -- A Sparse Kernel-Based Least-Squares Temporal Difference Algorithm for Reinforcement Learning -- Independent Component Analysis Based Blind Deconvolution of Spectroscopic Data -- Parameterized Semi-supervised Classification Based on Support Vector for Multi-relational Data -- Credit Scoring Model Based on Neural Network with Particle Swarm Optimization -- A Novel CFNN Model for Designing Complex FIR Digital Filters -- SAPSO Neural Network for Inspection of Non-development Hatching Eggs -- Research on Stereographic Projection and It's Application on Feed Forward Neural Network -- Fuzzy CMAC with Online Learning Ability and Its Application -- Multiresolution Neural Networks Based on Immune Particle Swarm Algorithm -- Multicategory Classification Based on the Hypercube Self-Organizing Mapping (SOM) Scheme -- Increased Storage Capacity in Hopfield Networks by Small-World Topology -- Associative Memory with Small World Connectivity Built on Watts-Strogatz Model -- A Hopfiled Neural Network Based on Penalty Function with Objective Parameters -- Study on Discharge Patterns of Hindmarsh-Rose Neurons Under Slow Wave Current Stimulation -- Proximal SVM Ensemble Based on Feature Selection -- Exact Semismooth Newton SVM -- General Kernel Optimization Model Based on Kernel Fisher Criterion -- A Novel Multiple Support Vector Machines Architecture for Chaotic Time Series Prediction -- Robust LS-SVM Regression Using Fuzzy C-Means Clustering.
Support Vector Regression Based on Unconstrained Convex Quadratic Programming -- Base Vector Selection for Support Vector Machine -- How to Stop the Evolutionary Process in Evolving Neural Network Ensembles -- Stable Robust Control for Chaotic Systems Based on Linear-Paremeter-Neural-Networks -- Natural Neural Systems and Cognitive Science -- Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series -- A Spiking Neuron Model of Theta Phase Precession -- Suprathreshold Stochastic Resonance in Single Neuron Using Sinusoidal Wave Sequence -- Phase Coding on the Large-Scaled Neuronal Population Subjected to Stimulation -- Coherent Sources Mapping by K-Means Cluster and Correlation Coefficient -- Measuring Usability: Use HMM Emotion Method and Parameter Optimize -- Affective Computing Model Based on Emotional Psychology -- Locating Salient Edges for CBIR Based on Visual Attention Model -- "What" and "Where" Information Based Attention Guidance Model -- Emotion Social Interaction for Virtual Characters -- Study on Discharge Patterns of Hindmarsh-Rose Neurons Under Slow Wave Current Stimulation -- Proximal SVM Ensemble Based on Feature Selection -- Exact Semismooth Newton SVM -- General Kernel Optimization Model Based on Kernel Fisher Criterion -- A Novel Multiple Support Vector Machines Architecture for Chaotic Time Series Prediction -- Robust LS-SVM Regression Using Fuzzy C-Means Clustering -- Support Vector Regression Based on Unconstrained Convex Quadratic Programming -- Base Vector Selection for Support Vector Machine -- How to Stop the Evolutionary Process in Evolving Neural Network Ensembles -- Stable Robust Control for Chaotic Systems Based on Linear-Paremeter-Neural-Networks -- Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series -- A Spiking Neuron Model of Theta Phase Precession -- Suprathreshold Stochastic Resonance in Single Neuron Using Sinusoidal Wave Sequence -- Phase Coding on the Large-Scaled Neuronal Population Subjected to Stimulation.
Coherent Sources Mapping by K-Means Cluster and Correlation Coefficient -- Measuring Usability: Use HMM Emotion Method and Parameter Optimize -- Affective Computing Model Based on Emotional Psychology -- Locating Salient Edges for CBIR Based on Visual Attention Model -- "What" and "Where" Information Based Attention Guidance Model -- Emotion Social Interaction for Virtual Characters -- Natural Neural Networks and Cognitive Science -- Biologically Inspired Bayes Learning and Its Dependence on the Distribution of the Receptive Fields -- Neural Network Applications -- Using PCA-Based Neural Network Committee Model for Early Warning of Bank Failure -- Theoretical Derivation of Minimum Mean Square Error of RBF Based Equalizer -- A Hybrid Unscented Kalman Filter and Support Vector Machine Model in Option Price Forecasting -- Empirical Study of Financial Affairs Early Warning Model on Companies Based on Artificial Neural Network -- Rolling Bearings Fault Diagnosis Based on Adaptive Gaussian Chirplet Spectrogram and Independent Component Analysis -- T-Test Model for Context Aware Classifier -- Face Recognition Using Probabilistic Two-Dimensional Principal Component Analysis and Its Mixture Model -- A Hybrid Bayesian Optimal Classifier Based on Neuro-fuzzy Logic -- Face Detection Using Kernel PCA and Imbalanced SVM -- Neural Networks Based Structural Model Updating Methodology Using Spatially Incomplete Accelerations -- Appearance-Based Gait Recognition Using Independent Component Analysis -- Combining Apriori Algorithm and Constraint-Based Genetic Algorithm for Tree Induction for Aircraft Electronic Ballasts Troubleshooting -- Container Image Recognition Using ART2-Based Self-organizing Supervised Learning Algorithm -- Fingerprint Classification by SPCNN and Combined LVQ Networks -- Gait Recognition Using Hidden Markov Model -- Neurocontroller Via Adaptive Learning Rates for Stable Path Tracking of Mobile Robots -- Neuro-PID Position Controller Design for Permanent Magnet Synchronous Motor -- Robust Stability of Nonlinear Neural-Network Modeled Systems.
Effects of Using Different Neural Network Structures and Cost Functions in Locomotion Control -- Humanoid Robot Behavior Learning Based on ART Neural Network and Cross-Modality Learning -- An Online Blind Source Separation for Convolutive Acoustic Signals in Frequency-Domain -- GPS/INS Navigation Filter Designs Using Neural Network with Optimization Techniques -- An Adaptive Image Segmentation Method Based on a Modified Pulse Coupled Neural Network -- A Edge Feature Matching Algorithm Based on Evolutionary Strategies and Least Trimmed Square Hausdorff Distance -- Least Squares Interacting Multiple Model Algorithm for Passive Multi-sensor Maneuvering Target Tracking -- Multiple Classifiers Approach for Computational Efficiency in Multi-scale Search Based Face Detection -- A Blind Watermarking Algorithm Based on HVS and RBF Neural Network for Digital Image -- Multiscale BiLinear Recurrent Neural Network with an Adaptive Learning Algorithm -- On-Line Signature Verification Based on Dynamic Bayesian Network -- Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction -- A New Time Series Forecasting Approach Based on Bayesian Least Risk Principle -- Feature Reduction Techniques for Power System Security Assessment -- Harmonic Source Model Based on Support Vector Machine -- Sound Quality Evaluation Based on Artificial Neural Network -- SOC Dynamic Power Management Using Artificial Neural Network -- Effects of Feature Selection on the Identification of Students with Learning Disabilities Using ANN -- A Comparison of Competitive Neural Network with Other AI Techniques in Manufacturing Cell Formation -- Intelligent Natural Language Processing -- Optimal Clustering-Based ART1 Classification in Bioinformatics: G-Protein Coupled Receptors Classification -- Trawling Pattern Analysis with Neural Classifier -- Model Optimization of Artificial Neural Networks for Performance Predicting in Spot Welding of the Body Galvanized DP Steel Sheets -- Evolutionary Computation: Theory and Algorithms.
Robust Clustering Algorithms Based on Finite Mixtures of Multivariate t Distribution -- A Hybrid Algorithm for Solving Generalized Class Cover Problem -- Cooperative Co-evolutionary Approach Applied in Reactive Power Optimization of Power System -- Evolutionary Algorithms for Group/Non-group Decision in Periodic Boundary CA -- A Fuzzy Intelligent Controller for Genetic Algorithms' Parameters -- An Interactive Preference-Weight Genetic Algorithm for Multi-criterion Satisficing Optimization -- A Uniform-Design Based Multi-objective Adaptive Genetic Algorithm and Its Application to Automated Design of Electronic Circuits -- The Research on the Optimal Control Strategy of a Serial Supply Chain Based on GA -- A Nested Genetic Algorithm for Optimal Container Pick-Up Operation Scheduling on Container Yards -- A Genetic Algorithm for Scale-Based Product Platform Planning -- A Pattern Based Evolutionary Approach to Prediction Computation in XCSF -- Genetic Algorithm Based on the Orthogonal Design for Multidimensional Knapsack Problems -- A Markov Random Field Based Hybrid Algorithm with Simulated Annealing and Genetic Algorithm for Image Segmentation -- Genetic Algorithm Based Fine-Grain Sleep Transistor Insertion Technique for Leakage Optimization -- Self-adaptive Length Genetic Algorithm for Urban Rerouting Problem -- A Global Archive Sub-Population Genetic Algorithm with Adaptive Strategy in Multi-objective Parallel-Machine Scheduling Problem -- A Penalty-Based Evolutionary Algorithm for Constrained Optimization -- Parallel Hybrid PSO-GA Algorithm and Its Application to Layout Design -- Knowledge-Inducing Interactive Genetic Algorithms Based on Multi-agent -- Concurrent Design of Heterogeneous Object Based on Method of Feasible Direction and Genetic Algorithm -- Genetic Algorithm-Based Text Clustering Technique -- On Directed Edge Recombination Crossover for ATSP -- Research on the Convergence of Fuzzy Genetic Algorithm Based on Rough Classification.
Continuous Optimization by Evolving Probability Density Functions with a Two-Island Model -- Make Fast Evolutionary Programming Robust by Search Step Control -- Improved Approach of Genetic Programming and Applications for Data Mining -- Niching Clonal Selection Algorithm for Multimodal Function Optimization -- A New Macroevolutionary Algorithm for Constrained Optimization Problems -- Clonal Selection Algorithm with Search Space Expansion Scheme for Global Function Optimization -- Network Evolution Modeling and Simulation Based on SPD -- Intelligent Optimization Algorithm Approach to Image Reconstruction in Electrical Impedance Tomography -- A Framework of Oligopolistic Market Simulation with Coevolutionary Computation -- Immune Clonal MO Algorithm for 0/1 Knapsack Problems -- Training Neural Networks Using Multiobjective Particle Swarm Optimization -- New Evolutionary Algorithm for Dynamic Multiobjective Optimization Problems -- Simulation for Interactive Markov Chains -- On Parallel Immune Quantum Evolutionary Algorithm Based on Learning Mechanism and Its Convergence -- Self-Organization Particle Swarm Optimization Based on Information Feedback -- An Evolving Wavelet-Based De-noising Method for the Weigh-In-Motion System -- SAR Image Classification Based on Clonal Selection Algorithm -- Crossed Particle Swarm Optimization Algorithm -- A Dynamic Convexized Function with the Same Global Minimizers for Global Optimization -- Clonal Selection Algorithm with Dynamic Population Size for Bimodal Search Spaces -- Quantum-Behaved Particle Swarm Optimization with Adaptive Mutation Operator -- An Improved Ordered Subsets Expectation Maximization Reconstruction -- Self-Adaptive Chaos Differential Evolution -- Using the Ring Neighborhood Topology with Self-adaptive Differential Evolution -- Liquid State Machine by Spatially Coupled Oscillators.
Part 2: Other Topics in Natural Computation -- Simulation and Investigation of Quantum Search Algorithm System -- Quantum Integration Error for Some Sobolev Classes -- Quantum ANDOS Protocol with Unconditional Security -- A Novel Immune Clonal Algorithm -- Secure Broadcasting Using the Secure Quantum Lock in Noisy Environments -- Simulation of Quantum Open-Loop Control Systems on a Quantum Computer -- An Optimization Algorithm Inspired by Membrane Computing -- A Mapping Function to Use Cellular Automata for Solving MAS Problems -- A Novel Clonal Selection for Multi-modal Function Optimization -- Grid Intrusion Detection Based on Immune Agent -- A Novel Artificial Immune Network Model and Analysis on Its Dynamic Behavior and Stabilities -- Immune Algorithm Optimization of Membership Functions for Mining Association Rules -- Immune Clonal MO Algorithm for ZDT Problems -- Family Gene Based Grid Trust Model -- Immune Clonal Strategies Based on Three Mutation Methods -- A High Level Stigmergic Programming Language -- Application of ACO in Continuous Domain -- Information Entropy and Interaction Optimization Model Based on Swarm Intelligence -- PSO with Improved Strategy and Topology for Job Shop Scheduling -- Virus-Evolutionary Particle Swarm Optimization Algorithm -- Intelligent Particle Swarm Optimization Algorithm and Its Application in Optimal Designing of LPG Devices for Optical Communications Fields -- The Kalman Particle Swarm Optimization Algorithm and Its Application in Soft-Sensor of Acrylonitrile Yield -- Data Fitting Via Chaotic Ant Swarm -- A Hybrid Discrete Particle Swarm Algorithm for Hard Binary CSPs -- Global Numerical Optimization Based on Small-World Networks -- Real-Time Global Optimal Path Planning of Mobile Robots Based on Modified Ant System Algorithm -- A Route System Based on Ant Colony for Coarse-Grain Reconfigurable Architecture -- Robot Planning with Artificial Potential Field Guided Ant Colony Optimization Algorithm.
Heuristic Searching Algorithm for Design Structurally Perfect Reconstruction Low Complex Filter Banks -- Blind Multi-user Detection for Multi-carrier CDMA Systems with Uniform Linear Arrays -- Optimal Prototype Filters for Near-Perfect-Reconstruction Cosine-Modulated Nonuniform Filter Banks with Rational Sampling Factors -- XRMCCP: A XCP Framework Based Reliable Multicast Transport Protocol -- Small-World Optimization Algorithm for Function Optimization -- A Two-Dimension Chaotic Sequence Generating Method and Its Application for Image Segmentation -- A Study on Construction of Time-Varying Orthogonal Wavelets -- An Assignment Model on Traffic Matrix Estimation -- M-Channel Nonuniform Filter Banks with Arbitrary Scaling Factors -- Variance Minimization Dual Adaptive Control for Stochastic Systems with Unknown Parameters -- Multi-Agent Immune Clonal Selection Algorithm Based Multicast Routing -- Natural Computation Techniques Applications -- Estimation Distribution of Algorithm for Fuzzy Clustering Gene Expression Data -- A Maximum Weighted Path Approach to Multiple Alignments for DNA Sequences -- Accelerating the Radiotherapy Planning with a Hybrid Method of Genetic Algorithm and Ant Colony System -- Model Deconstruction of an Immunoprevention Vaccine -- Detection of Individual Microbubbles Using Wavelet Transform Based on a Theoretical Bubble Oscillation Model -- Using Back Propagation Feedback Neural Networks and Recurrence Quantification Analysis of EEGs Predict Responses to Incision During Anesthesia -- Numerical Simulations of Contribution of Chemical Shift in Novel Magnetic Resonance Imaging -- Secrecy of Signals by Typing in Signal Transduction -- The Coarse-Grained Computing P2P Algorithm Based on SPKI -- Clonal Selection Detection Algorithm for the V-BLAST System -- JSCC Based on Adaptive Segmentation and Irregular LDPC for Image Transmission over Wireless Channels -- Relay-Bounded Single-Actor Selection Algorithms for Wireless Sensor and Actor Networks.
Probability Based Weighted Fair Queueing Algorithm with Adaptive Buffer Management for High-Speed Network -- Using of Intelligent Particle Swarm Optimization Algorithm to Synthesis the Index Modulation Profile of Narrow Ban Fiber Bragg Grating Filter -- Chaotically Masking Traffic Pattern to Prevent Traffic Pattern Analysis Attacks for Mission Critical Applications in Computer Communication Networks -- A New Secure Communication Scheme Based on Synchronization of Chaotic System -- Studies on Neighbourhood Graphs for Communication in Multi Agent Systems -- Evolutionary Dynamics of an Asymmetric Game Between a Supplier and a Retailer -- A Genetic Algorithm-Based Double-Objective Multi-constraint Optimal Cross-Region Cross-Sector Public Investment Model -- Multi-population Genetic Algorithm for Feature Selection -- Using Wearable Sensor and NMF Algorithm to Realize Ambulatory Fall Detection -- Actor Based Video Indexing and Retrieval Using Visual Information -- ART-Artificial Immune Network and Application in Fault Diagnosis of the Reciprocating Compressor -- Online Composite Sketchy Shape Recognition Based on Bayesian Networks -- Robust Object Tracking Algorithm in Natural Environments -- An Image Retrieval Method on Color Primitive Co-occurrence Matrix -- A Modified Adaptive Chaotic Binary Ant System and Its Application in Chemical Process Fault Diagnosis -- Image Context-Driven Eye Location Using the Hybrid Network of k-Means and RBF -- A Study on Vision-Based Robust Hand-Posture Recognition by Learning Similarity Between Hand-Posture and Structure -- Kernel-Based Method for Automated Walking Patterns Recognition Using Kinematics Data -- Interactive Color Planning System Based on MPEG-7 Visual Descriptors -- Linear Program Algorithm for Estimating the Generalization Performance of SVM -- Solid Particle Measurement by Image Analysis -- Investigation on Reciprocating Engine Condition Classification by Using Wavelet Packet Hilbert Spectrum.
Research of a Novel Weak Speech Stream Detection Algorithm -- Large Diamond and Small Pentagon Search Patterns for Fast Motion Estimation -- Shot Boundary Detection Algorithm in Compressed Domain Based on Adaboost and Fuzzy Theory -- A Novel Unified SPM-ICA-PCA Method for Detecting Epileptic Activities in Resting-State fMRI -- Design IIR Digital Filters Using Quantum-Behaved Particle Swarm Optimization -- Optimization of Finite Word Length Coefficient IIR Digital Filters Through Genetic Algorithms -- A Comparative Study -- A Computer Aided Inbetweening Algorithm for Color Fractal Graphics -- Feature Sensitive Hole Filling with Crest Lines -- A Speech Stream Detection in Adverse Acoustic Environments Based on Cross Correlation Technique -- Contour Construction Based on Adaptive Grids -- e-Shadow: A Real-Time Avatar for Casual Environment -- Two-Dimensional Discriminant Transform Based on Scatter Difference Criterion for Face Recognition -- Hybrid Silhouette Extraction Method for Detecting and Tracking the Human Motion -- Two-Dimensional PCA Combined with PCA for Neural Network Based Image Registration -- SAR Speckle Reduction Based on Undecimated Tree-Structured Wavelet Transform -- An Efficient Method of Road Extraction in SAR Image -- A Novel Method for Solving the Shape from Shading (SFS) Problem -- A New Fast Algorithm for Training Large Window Stack Filters -- Fast Segmentation of Cervical Cells by Using Spectral Imaging Analysis Techniques -- Local Geometry Driven Image Magnification and Applications to Super-Resolution -- Three Dimensional Image Inpainting -- Gaussian-Based Codebook Model for Video Background Subtraction -- Frequency Domain Volume Rendering Based on Wavelet Transformation -- A New Method for Compression of SAR Imagery Based on MARMA Model -- Geometrical Fitting of Missing Data for Shape from Motion Under Noise Distribution -- A Flame Detection Algorithm Based on Video Multi-feature Fusion -- An Accelerated Algorithm of Constructing General High-Order Mandelbrot and Julia Sets.
A Novel Approach Using Edge Detection Information for Texture Based Image Retrieval -- Real-Time Path Planning Strategies for Real World Application Using Random Access Sequence -- Multifocus Image Fusion Based on Multiwavelet and Immune Clonal Selection -- Numerical Study on Propagation of Explosion Wave in H2-O2 Mixtures -- Classification of Online Discussions Via Content and Participation -- An Electronic Brokering Process for Truckload Freight -- A Fuzzy Integral Method of Applying Support Vector Machine for Multi-class Problem -- Hardware -- A Low-Power CMOS Analog Neuro-fuzzy Chip -- On-Chip Genetic Algorithm Optimized Pulse Based RBF Neural Network for Unsupervised Clustering Problem -- A Design on the Digital Audio Synthesis Filter by DALUT -- Video Encoder Optimization Implementation on Embedded Platform -- Effect of Steady and Relaxation Oscillation Using Controlled Chaotic Instabilities in Brillouin Fibers Based Neural Network -- A Wireless Miniature Device for Neural Stimulating and Recording in Small Animals -- An SoC System for the Image Grabber Capable of 2D Scanning -- Hardware Implementation of AES Based on Genetic Algorithm -- Cross-Disciplinary Topics -- Fault Diagnosis of Complicated Machinery System Based on Genetic Algorithm and Fuzzy RBF Neural Network -- An Infrared and Neuro-Fuzzy-Based Approach for Identification and Classification of Road Markings -- Unique State and Automatical Action Abstracting Based on Logical MDPs with Negation -- Mobile Agent Routing Based on a Two-Stage Optimization Model and a Hybrid Evolutionary Algorithm in Wireless Sensor Networks -- Solving Uncertain Markov Decision Problems: An Interval-Based Method -- Autonomous Navigation Based on the Velocity Space Method in Dynamic Environments -- Intentional Agency Framework Based on Cognitive Concepts to Realize Adaptive System Management -- Hybrid Intelligent Aircraft Landing Controller and Its Hardware Implementation -- Forecasting GDP in China and Efficient Input Interval.

Table of Contents for: Advances in natural computation : second