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Computational and ambient intelligence : 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastian, Spain, June 20-22, 2007 : proceedings

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Cover of 'Computational and ambient intelligence : 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastian, Spain, June 20-22, 2007 : proceedings'

Table of Contents

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    Book Overview
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    Chapter 1 Generating Random Deviates Consistent with the Long Term Behavior of Stochastic Search Processes in Global Optimization
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    Chapter 2 Dynamics of Neural Networks - Some Qualitative Properties
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    Chapter 3 A Comparative Study of PCA, ICA and Class-Conditional ICA for Naïve Bayes Classifier
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    Chapter 4 Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons
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    Chapter 5 An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test
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    Chapter 6 Analysis of Hebbian Models with Lateral Weight Connections
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    Chapter 7 Power Quality Event Identification Using Higher-Order Statistics and Neural Classifiers
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    Chapter 8 Bio-inspired Memory Generation by Recurrent Neural Networks
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    Chapter 9 Non-parametric Residual Variance Estimation in Supervised Learning
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    Chapter 10 A Study on the Use of Statistical Tests for Experimentation with Neural Networks
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    Chapter 11 Unified Analysis and Design of ART/SOM Neural Networks and Fuzzy Inference Systems Based on Lattice Theory
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    Chapter 12 A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems
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    Chapter 13 Robust LTS Backpropagation Learning Algorithm
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    Chapter 14 Heuristic Search Based Exploration in Reinforcement Learning
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    Chapter 15 Improving Adaptive Boosting with a Relaxed Equation to Update the Sampling Distribution
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    Chapter 16 Automatic Model Selection for Probabilistic PCA
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    Chapter 17 Probabilistic Aggregation of Classifiers for Incremental Learning
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    Chapter 18 Behaviour-Based Clustering of Neural Networks Applied to Document Enhancement
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    Chapter 19 Building Automated Negotiation Strategies Enhanced by MLP and GR Neural Networks for Opponent Agent Behaviour Prognosis
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    Chapter 20 Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples
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    Chapter 21 Surface Modelling with Radial Basis Functions Neural Networks Using Virtual Environments
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    Chapter 22 A New Learning Strategy for Classification Problems with Different Training and Test Distributions
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    Chapter 23 Gaussian Fitting Based FDA for Chemometrics
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    Chapter 24 Two Pages Graph Layout Via Recurrent Multivalued Neural Networks
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    Chapter 25 Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound
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    Chapter 26 Self-organization of Probabilistic PCA Models
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    Chapter 27 A New Adaptation of Self-Organizing Map for Dissimilarity Data
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    Chapter 28 Fusion of Self Organizing Maps
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    Chapter 29 ViSOM Ensembles for Visualization and Classification
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    Chapter 30 Adaptive Representation of Objects Topology Deformations with Growing Neural Gas
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    Chapter 31 Kernel Machines for Non-vectorial Data
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    Chapter 32 An EA Multi-model Selection for SVM Multiclass Schemes
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    Chapter 33 Classifier Complexity Reduction by Support Vector Pruning in Kernel Matrix Learning
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    Chapter 34 Multi-classification with Tri-class Support Vector Machines. A Review
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    Chapter 35 Tuning L1-SVM Hyperparameters with Modified Radius Margin Bounds and Simulated Annealing
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    Chapter 36 Well-Distributed Pareto Front by Using the $\epsilon \hskip-0.9em \nearrow \hskip-0.4em-MOGA$ Evolutionary Algorithm
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    Chapter 37 The Parallel Single Front Genetic Algorithm (PSFGA) in Dynamic Multi-objective Optimization
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    Chapter 38 Exploring Macroevolutionary Algorithms: Some Extensions and Improvements
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    Chapter 39 Optimal Scheduling of Multiple Dam System Using Harmony Search Algorithm
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    Chapter 40 CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm
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    Chapter 41 Particle Swarm Optimisation of Multiple Classifier Systems
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    Chapter 42 Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems
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    Chapter 43 Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for Classification
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    Chapter 44 Topology Optimization and Training of Recurrent Neural Networks with Pareto-Based Multi-objective Algorithms: A Experimental Study
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    Chapter 45 Multiresolutive Adaptive PN Acquisition Scheme with a Fuzzy Logic Estimator in Non Selective Fast SNR Variation Environments
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    Chapter 46 A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets
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    Chapter 47 Assessing Students’ Teamwork Performance by Means of Fuzzy Logic
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    Chapter 48 Networked Control Based on Fuzzy Logic. An Application to a High-Performance Milling Process
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    Chapter 49 Efficient Parametric Adjustment of Fuzzy Inference System Using Unconstrained Optimization
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    Chapter 50 Automatic Selection of Input Variables and Initialization Parameters in an Adaptive Neuro Fuzzy Inference System. Application for Modeling Visual Textures in Digital Images
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    Chapter 51 Neural Inspired Architectures for Nanoelectronics
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    Chapter 52 Defects Tolerant Logic Gates for Unreliable Future Nanotechnologies
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    Chapter 53 A Programmable Time Event Coded Circuit Block for Reconfigurable Neuromorphic Computing
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    Chapter 54 Integration of Wind Sensors and Analogue VLSI for an Insect-Inspired Robot
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    Chapter 55 IAF Neuron Implementation for Mixed-Signal PCNN Hardware
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    Chapter 56 Statistical Simulations for Exploring Defect Tolerance and Power Consumption for 4 Subthreshold 1-Bit Addition Circuits
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    Chapter 57 Fuzzy ART Neural Network Parallel Computing on the GPU
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    Chapter 58 Interconnecting VLSI Spiking Neural Networks Using Isochronous Connections
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    Chapter 59 A Software Framework for Tuning the Dynamics of Neuromorphic Silicon Towards Biology
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    Chapter 60 What von Neumann Did Not Say About Multiplexing Beyond Gate Failures—The Gory Details
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    Chapter 61 Towards a Platform for FPGA Implementation of the MLP Based Back Propagation Algorithm
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    Chapter 62 Visual Processing Platform Based on Artificial Retinas
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    Chapter 63 Clustering Signals Using Wavelets
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    Chapter 64 Information-Theoretic Feature Selection for the Classification of Hysteresis Curves
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    Chapter 65 Consumer Profile Identification and Allocation
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    Chapter 66 Neural Gas Clustering for Dissimilarity Data with Continuous Prototypes
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    Chapter 67 Mixing Kohonen Algorithm, Markov Switching Model and Detection of Multiple Change-Points: An Application to Monetary History
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    Chapter 68 Fuzzy Labeled Self-Organizing Map for Classification of Spectra
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    Chapter 69 Some Applications of Interval Analysis to Statistical Problems
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    Chapter 70 Visualizing High-Dimensional Input Data with Growing Self-Organizing Maps
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    Chapter 71 Auto Adjustable ANN-Based Classification System for Optimal High Dimensional Data Analysis
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    Chapter 72 Applying Fuzzy Data Mining for Soaring Area Selection
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    Chapter 73 Advantages of Using Feature Selection Techniques on Steganalysis Schemes
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    Chapter 74 Genetic Algorithm in the Optimization of the Acoustic Attenuation System
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    Chapter 75 Sine Fitting Multiharmonic Algorithms Implemented by Artificial Neural Networks
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    Chapter 76 Low Complexity MLP-Based Radar Detector: Influence of the Training Algorithm and the MLP Size
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    Chapter 77 Neural Networks for Defect Detection in Non-destructive Evaluation by Sonic Signals
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    Chapter 78 Validation of an Expressive Speech Corpus by Mapping Automatic Classification to Subjective Evaluation
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    Chapter 79 Extracting User Preferences by GTM for aiGA Weight Tuning in Unit Selection Text-to-Speech Synthesis
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    Chapter 80 Modeling Visual Perception for Image Processing
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    Chapter 81 Derivation of SOM-Like Rules for Intensity Inhomogeneity Correction in MRI
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    Chapter 82 Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks
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    Chapter 83 Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis
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    Chapter 84 Efficient Facial Expression Recognition for Human Robot Interaction
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    Chapter 85 Face Recognition with Facial Mask Application and Neural Networks
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    Chapter 86 Multi-task Implementation for Image Reconstruction of an AER Communication
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    Chapter 87 Road Sign Recognition Using Spatial Dimension Reduction Methods Based on PCA and SVMs
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    Chapter 88 Specialized Ensemble of Classifiers for Traffic Sign Recognition
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    Chapter 89 Traffic Sign Classification by Image Preprocessing and Neural Networks
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    Chapter 90 A Novel 2-D Model Approach for the Prediction of Hourly Solar Radiation
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    Chapter 91 Classifying Qualitative Time Series with SOM: The Typology of Career Paths in France
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    Chapter 92 Continuous Ant Colony Optimization in a SVR Urban Traffic Forecasting Model
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    Chapter 93 Predicting Financial Distress: A Case Study Using Self-organizing Maps
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    Chapter 94 Kernel Methods Applied to Time Series Forecasting
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    Chapter 95 Embodying Cognitive Abilities: Categorization
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    Chapter 96 Behavioral Flexibility: An Emotion Based Approach
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    Chapter 97 Emerging Behaviors by Learning Joint Coordination in Articulated Mobile Robots
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    Chapter 98 Collaborative Emergent Navigation Based on Biometric Weighted Shared Control
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    Chapter 99 Bio-inspired Control Model for Object Manipulation by Humanoid Robots
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    Chapter 100 Neuronal Architecture for Reactive and Adaptive Navigation of a Mobile Robot
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    Chapter 101 Learning Autonomous Behaviours for Non-holonomic Vehicles
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    Chapter 102 Morphological Independence for Landmark Detection in Vision Based SLAM
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    Chapter 103 Self Organizing Map (SOM) Approach for Classification of Mechanical Faults in Induction Motors
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    Chapter 104 Method for Power System Topology Verification with Use of Radial Basis Function Networks
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    Chapter 105 Intelligent Detection of Voltage Instability in Power Distribution Systems
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    Chapter 106 RBF Based Induction Motor Control with a Good Nonlinearity Compensation
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    Chapter 107 Neural Networks for QoS Network Management
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    Chapter 108 Improvement of Anomaly Intrusion Detection Performance by Indirect Relation for FTP Service
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    Chapter 109 Combining SVM Classifiers for Email Anti-spam Filtering
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    Chapter 110 Analyzing a Web-Based Social Network Using Kohonen’s SOM
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    Chapter 111 Multiple Instance Learning with Genetic Programming for Web Mining
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    Chapter 112 Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging Field Data and Domain Knowledge
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    Chapter 113 Clustering and Visualizing HIV Quasispecies Using Kohonen’s Self-Organizing Maps
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    Chapter 114 Estimation of the Rate of Detection of Infected Individuals in an Epidemiological Model
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    Chapter 115 Use of ANNs as Classifiers for Selective Attention Brain-Computer Interfaces
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    Chapter 116 Neural Networks and Other Machine Learning Methods in Cancer Research
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    Chapter 117 Mixture Modeling of DNA Copy Number Amplification Patterns in Cancer
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    Chapter 118 Towards the Integration of a Bioprofile in Ocular Melanoma
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    Chapter 119 Independent Component Analysis Applied to Detection of Early Breast Cancer Signs
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    Chapter 120 A Prototype Integrated Decision Support System for Breast Cancer Oncology
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    Chapter 121 Early Breast Cancer Prognosis Prediction and Rule Extraction Using a New Constructive Neural Network Algorithm
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    Chapter 122 Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning
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    Chapter 123 Neural Network Based Virtual Reality Spaces for Visual Data Mining of Cancer Data: An Unsupervised Perspective
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    Chapter 124 Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Cancer Databases: An Evolutionary Computation Approach
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    Chapter 125 Supervised Neural Gas for Classification of Functional Data and Its Application to the Analysis of Clinical Proteom Spectra
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    Chapter 126 Intelligent Healthcare Managing: An Assistive Technology Approach
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    Chapter 127 Design Improvements for Proportional Control of Autonomous Wheelchairs Via 3DOF Orientation Tracker
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    Chapter 128 The Impact of Cognitive Navigation Assistance on People with Special Needs
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    Chapter 129 Shared Autonomy in Assistive Technologies
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    Chapter 130 Augmented Reality Visualization Interface for Biometric Wireless Sensor Networks
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    Chapter 131 Using CARREL  +  to Increase Availability of Human Organs for Transplantation
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    Chapter 132 Nature-Inspired Planner Agent for Health Care
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    Chapter 133 Optical Devices Diagnosis by Neural Classifier Exploiting Invariant Data Representation and Dimensionality Reduction Ability
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    Chapter 134 A Connectionist Model of Human Reading
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    Chapter 135 Discovering Stock Market Trading Rules Using Multi-layer Perceptrons
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    Chapter 136 Evaluation of Supervised vs. Non Supervised Databases for Hand Geometry Verification
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    Chapter 137 Perceptive Particle Swarm Optimization: A New Learning Method from Birds Seeking
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    Chapter 138 A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems
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    Chapter 139 Consequences of Data Uncertainty and Data Precision in Artificial Neural Network Sugar Cane Yield Prediction
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    Chapter 140 Using Simulated Annealing for Optimal Tuning of a PID Controller for Time-Delay Systems. An Application to a High-Performance Drilling Process
Attention for Chapter 14: Heuristic Search Based Exploration in Reinforcement Learning
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Chapter title
Heuristic Search Based Exploration in Reinforcement Learning
Chapter number 14
Book title
Computational and Ambient Intelligence
Published by
Springer, Berlin, Heidelberg, June 2007
DOI 10.1007/978-3-540-73007-1_14
Book ISBNs
978-3-54-073006-4, 978-3-54-073007-1
Authors

Ngo Anh Vien, Nguyen Hoang Viet, SeungGwan Lee, TaeChoong Chung

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 3 38%
Student > Ph. D. Student 2 25%
Researcher 1 13%
Student > Doctoral Student 1 13%
Unknown 1 13%
Readers by discipline Count As %
Computer Science 6 75%
Agricultural and Biological Sciences 1 13%
Unknown 1 13%