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Computational Intelligence and Bioinspired Systems

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Cover of 'Computational Intelligence and Bioinspired Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Role of Function Complexity and Network Size in the Generalization Ability of Feedforward Networks
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    Chapter 2 Analysis of the Sanger Hebbian Neural Network
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    Chapter 3 Considering Multidimensional Information Through Vector Neural Networks
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    Chapter 4 Combining Ant Colony Optimization with Dynamic Programming for Solving the k-Cardinality Tree Problem
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    Chapter 5 A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation
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    Chapter 6 Average Time Complexity of Estimation of Distribution Algorithms
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    Chapter 7 A Comparison of Evolutionary Approaches to the Shortest Common Supersequence Problem
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    Chapter 8 Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression
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    Chapter 9 Applying Bio-inspired Techniques to the p-Median Problem
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    Chapter 10 Optimal Strategy for Resource Allocation of Two-Dimensional Potts Model Using Genetic Algorithm
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    Chapter 11 Memetic Algorithms to Product-Unit Neural Networks for Regression
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    Chapter 12 Lamarckian Clonal Selection Algorithm Based Function Optimization
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    Chapter 13 Artificial Neural Networks Based on Brain Circuits Behaviour and Genetic Algorithms
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    Chapter 14 Modeling Synaptic Transmission and Quantifying Information Transfer in the Granular Layer of the Cerebellum
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    Chapter 15 The After-Hyperpolarization Amplitude and the Rise Time Constant of IPSC Affect the Synchronization Properties of Networks of Inhibitory Interneurons
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    Chapter 16 TiViPE Simulation of a Cortical Crossing Cell Model
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    Chapter 17 A Model of Spiking-Bursting Neuronal Behavior Using a Piecewise Linear Two-Dimensional Map
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    Chapter 18 Real-Time Spiking Neural Network: An Adaptive Cerebellar Model
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    Chapter 19 Modeling Neural Processes in Lindenmayer Systems
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    Chapter 20 Modeling Stimulus Equivalence with Multi Layered Neural Networks
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    Chapter 21 Instability of Attractors in Auto-associative Networks with Bio-inspired Fast Synaptic Noise
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    Chapter 22 Lookup Table Powered Neural Event-Driven Simulator
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    Chapter 23 Joint Kernel Maps
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    Chapter 24 Statistical Ensemble Method (SEM): A New Meta-machine Learning Approach Based on Statistical Techniques
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    Chapter 25 Neural Network Modeling by Subsampling
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    Chapter 26 Balanced Boosting with Parallel Perceptrons
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    Chapter 27 A Reinforcement Learning Algorithm Using Temporal Difference Error in Ant Model
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    Chapter 28 Selection of Weights for Sequential Feed-Forward Neural Networks: An Experimental Study
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    Chapter 29 Exploiting Multitask Learning Schemes Using Private Subnetworks
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    Chapter 30 Co-evolutionary Learning in Liquid Architectures
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    Chapter 31 Extended Sparse Nonnegative Matrix Factorization
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    Chapter 32 Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks
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    Chapter 33 Robustness of Radial Basis Functions
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    Chapter 34 Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm
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    Chapter 35 Input Variable Selection in Hierarchical RBF Networks
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    Chapter 36 Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach
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    Chapter 37 Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs
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    Chapter 38 Characterizing Self-developing Biological Neural Networks: A First Step Towards Their Application to Computing Systems
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    Chapter 39 Cooperative Bees Swarm for Solving the Maximum Weighted Satisfiability Problem
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    Chapter 40 Deriving Cortical Maps and Elastic Nets from Topology-Preserving Maps
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    Chapter 41 Evolution of Cooperating ANNs Through Functional Phenotypic Affinity
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    Chapter 42 Robust Growing Hierarchical Self Organizing Map
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    Chapter 43 Web Usage Mining Using Support Vector Machine
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    Chapter 44 Multi-kernel Growing Support Vector Regressor
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    Chapter 45 Stability Results for Cellular Neural Networks with Time Delays
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    Chapter 46 Global Exponential Stability Analysis in Cellular Neural Networks with Time-Varying Coefficients and Delays
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    Chapter 47 Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development
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    Chapter 48 Identification of Fuzzy Systems with the Aid of Genetic Fuzzy Granulation
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    Chapter 49 Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models
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    Chapter 50 Genetically Optimized Hybrid Fuzzy Neural Networks with the Aid of TSK Fuzzy Inference Rules and Polynomial Neural Networks
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    Chapter 51 IG-Based Genetically Optimized Fuzzy Polynomial Neural Networks
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    Chapter 52 Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents
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    Chapter 53 Interfacing with Patterned in Vitro Neural Networks by Means of Hybrid Glass-Elastomer Neurovectors: Progress on Neuron Placement, Neurite Outgrowth and Biopotential Measurements
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    Chapter 54 Using Kolmogorov Inspired Gates for Low Power Nanoelectronics
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    Chapter 55 CMOL CrossNets as Pattern Classifiers
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    Chapter 56 Analog VLSI Implementation of Adaptive Synapses in Pulsed Neural Networks
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    Chapter 57 Smart Sensing with Adaptive Analog Circuits
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    Chapter 58 Spiking Neurons Computing Platform
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    Chapter 59 Inter-spike-intervals Analysis of Poisson Like Hardware Synthetic AER Generation
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    Chapter 60 Ultra Low-Power Neural Inspired Addition: When Serial Might Outperform Parallel Architectures
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    Chapter 61 An Asynchronous 4-to-4 AER Mapper
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    Chapter 62 Fast Optoelectronic Neural Network for Vision Applications
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    Chapter 63 A Computational Tool to Test Neuromorphic Encoding Schemes for Visual Neuroprostheses
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    Chapter 64 Test Infrastructure for Address-Event-Representation Communications
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    Chapter 65 Automatic Generation of Bio-inspired Retina-Like Processing Hardware
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    Chapter 66 Two Hardware Implementations of the Exhaustive Synthetic AER Generation Method
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    Chapter 67 On the Design of a Parallel Genetic Algorithm Based on a Modified Survival Method for Evolvable Hardware
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    Chapter 68 A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware
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    Chapter 69 A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures
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    Chapter 70 A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems
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    Chapter 71 FPGA Implementation of Hopfield Networks for Systems Identification
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    Chapter 72 An FPGA-Based Adaptive Fuzzy Coprocessor
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    Chapter 73 Cascade Ensembles
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    Chapter 74 Ensembles of Multilayer Feedforward: Some New Results
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    Chapter 75 Layered Network Computations by Parallel Nonlinear Processing
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    Chapter 76 Fast Classification with Neural Networks via Confidence Rating
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    Chapter 77 Characterization and Synthesis of Objects Using Growing Neural Gas
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    Chapter 78 ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering
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    Chapter 79 Modelling Perceptual Discrimination
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    Chapter 80 Memory Retrieval in a Neural Network with Chaotic Neurons and Dynamic Synapses
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    Chapter 81 Neural Network Based 3D Model Reconstruction  with Highly Distorted Stereoscopic Sensors
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    Chapter 82 Evolutionary Design of a Brain-Computer Interface
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    Chapter 83 Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation
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    Chapter 84 Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm
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    Chapter 85 Pruning Neural Networks for a Two-Link Robot Control System
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    Chapter 86 Using PSOMs to Learn Inverse Kinematics Through Virtual Decomposition of the Robot
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    Chapter 87 Highly Modular Architecture for the General Control of Autonomous Robots
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    Chapter 88 Complex Behaviours Through Modulation in Autonomous Robot Control
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    Chapter 89 Explorative Data Analysis Based on Self-organizing Maps and Automatic Map Analysis
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    Chapter 90 A Novel Optimization of Profile HMM by a Hybrid Genetic Algorithm
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    Chapter 91 Heuristic Search over a Ranking for Feature Selection
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    Chapter 92 Intrinsic Dimensionality Maps with the PCASOM
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    Chapter 93 The Curse of Dimensionality in Data Mining and Time Series Prediction
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    Chapter 94 Obtaining a Complex Linguistic Data Summaries from Database Based on a New Linguistic Aggregation Operator
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    Chapter 95 Bias and Variance of Rotation-Based Ensembles
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    Chapter 96 Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping
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    Chapter 97 Induction of Decision Trees Using an Internal Control of Induction
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    Chapter 98 An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
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    Chapter 99 Efficient Design of Fixed Point Digital FIR Filters by Using Differential Evolution Algorithm
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    Chapter 100 Manifold Constrained Finite Gaussian Mixtures
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    Chapter 101 A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals
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    Chapter 102 Voice Activity Detection Using Higher Order Statistics
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    Chapter 103 Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System
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    Chapter 104 A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers
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    Chapter 105 Canonical Correlation Analysis Using for DOA Estimation of Multiple Audio Sources
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    Chapter 106 Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks
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    Chapter 107 Shape Classification Algorithm Using Support Vector Machines for Traffic Sign Recognition
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    Chapter 108 A Practical License Plate Recognition System for Real-Time Environments
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    Chapter 109 Matching Algorithm for Hangul Recognition Based on PDA
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    Chapter 110 Block LDA for Face Recognition
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    Chapter 111 Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People
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    Chapter 112 A Gradient Descent MRI Illumination Correction Algorithm
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    Chapter 113 Mutifractal Analysis of Electroencephalogram Time Series in Humans
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    Chapter 114 Face Recognition with Improved Pairwise Coupling Support Vector Machines
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    Chapter 115 Face Recognition System Based on PCA and Feedforward Neural Networks
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    Chapter 116 A New Fuzzy Approach for Edge Detection
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    Chapter 117 Fault Detection and Prediction of Clocks and Timers Based on Computer Audition and Probabilistic Neural Networks
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    Chapter 118 Long Term Prediction of Product Quality in a Glass Manufacturing Process Using a Kernel Based Approach
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    Chapter 119 Time Series Forecast with Anticipation Using Genetic Programming
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    Chapter 120 Multi-modeling: A Different Way to Design Intelligent Predictors
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    Chapter 121 Input and Structure Selection for k-NN Approximator
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    Chapter 122 Nonlinear Robust Identification with ε – GA: FPS Under Several Norms Simultaneously
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    Chapter 123 Input Selection for Long-Term Prediction of Time Series
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    Chapter 124 Direct and Recursive Prediction of Time Series Using Mutual Information Selection
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    Chapter 125 Load Forecasting Using Fixed-Size Least Squares Support Vector Machines
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    Chapter 126 TaSe Model for Long Term Time Series Forecasting
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    Chapter 127 Connections Between ICA and Sparse Coding Revisited
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    Chapter 128 Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation
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    Chapter 129 Robust Processing of Microarray Data by Independent Component Analysis
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    Chapter 130 Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays
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    Chapter 131 Clustering of Signals Using Incomplete Independent Component Analysis
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    Chapter 132 A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA
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    Chapter 133 An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data
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    Chapter 134 Filtering-Free Blind Separation of Correlated Images
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    Chapter 135 Robust Blind Image Watermarking with Independent Component Analysis: A Embedding Algorithm
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    Chapter 136 Adaptive Load Frequency Control with Dynamic Fuzzy Networks in Power Systems
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    Chapter 137 Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models
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    Chapter 138 Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms
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    Chapter 139 Use of ANN in a Research Reactor Power Fuzzy Controller
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    Chapter 140 The Use of Bayesian Networks for Subgrouping Heterogeneous Diseases
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    Chapter 141 Graph Partitioning via Recurrent Multivalued Neural Networks
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    Chapter 142 Dynamical Random Neural Network Approach to a Problem of Optimal Resource Allocation
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    Chapter 143 Biometric Hand Recognition Using Neural Networks
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    Chapter 144 Biometric Identification by Means of Hand Geometry and a Neural Net Classifier
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    Chapter 145 Study of a Committee of Neural Networks for Biometric Hand-Geometry Recognition
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    Chapter 146 An Evolutionary Environment for Wind Turbine Blade Design
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    Chapter 147 Linguistic Properties Based on American Sign Language Recognition with Artificial Neural Networks Using a Sensory Glove and Motion Tracker
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    Chapter 148 Crack Detection in Wooden Pallets Using the Wavelet Transform of the Histogram of Connected Elements
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    Chapter 149 A Competitive-Based Method for Determining the Number of Groups: A Clinical Application
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    Chapter 150 Knowledge Extraction from Neural Networks Using the All-Permutations Fuzzy Rule Base: The LED Display Recognition Problem
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    Chapter 151 Controlling Force Based on Radial Fuzzy Functions in High-Speed Machining Processes
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    Chapter 152 Sequential PN Acquisition Scheme Based on a Fuzzy Logic Controller
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    Chapter 153 Fuzzy Logic System for Students’ Evaluation
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Title
Computational Intelligence and Bioinspired Systems
Published by
Springer Berlin Heidelberg, January 2005
DOI 10.1007/b136983
ISBNs
978-3-54-026208-4, 978-3-54-032106-4
Editors

Joan Cabestany, Alberto Prieto, Francisco Sandoval

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X Demographics

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 28 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Algeria 1 4%
Brazil 1 4%
Colombia 1 4%
Unknown 25 89%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 29%
Student > Doctoral Student 6 21%
Student > Master 6 21%
Professor 3 11%
Lecturer 2 7%
Other 3 11%
Readers by discipline Count As %
Computer Science 12 43%
Engineering 7 25%
Unspecified 4 14%
Social Sciences 2 7%
Biochemistry, Genetics and Molecular Biology 1 4%
Other 2 7%