| Description |
1 online resource (2 volumes) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 4221-4222 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 4221-4222. 0302-9743
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
| Summary |
Annotation This is volume I of the proceedings of the Second International Conference on Natural Computation, ICNC 2006. After a demanding review process 168 carefully revised full papers and 86 revised short papers were selected from 1915 submissions for presentation in two volumes. This first volume includes 130 papers related to artificial neural networks, natural neural systems and cognitive science, neural network applications, as well as evolutionary computation: theory and algorithms |
| Analysis |
algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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evolutie |
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evolution |
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beeldverwerking |
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image processing |
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machine vision |
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computerwetenschappen |
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computer sciences |
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kunstmatige intelligentie |
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artificial intelligence |
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computational science |
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patroonherkenning |
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pattern recognition |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
" ... jointly held wth the 3rd International Conference on Fuzzy Systems and Knowledge Discovery"--Preface |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Computational intelligence -- Congresses
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Natural computation -- Congresses
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Neural networks (Computer science) -- Congresses
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Evolutionary computation -- Congresses
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Genetic programming (Computer science) -- Congresses
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Informatique.
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Natural computation
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Computational intelligence
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Evolutionary computation
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Genetic programming (Computer science)
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Neural networks (Computer science)
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Jiao, Li-cheng.
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International Conference on Fuzzy Systems and Knowledge Discovery (3rd : 2006 : Xi'an, Shaanxi Sheng, China)
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| ISBN |
9783540459026 |
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3540459022 |
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9783540459095 |
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354045909X |
