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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
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Title
Computational and ambient intelligence : 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastian, Spain, June 20-22, 2007 : proceedings
Published by
Springer, January 2007
DOI 10.1007/978-3-540-73007-1
ISBNs
978-3-54-073006-4, 978-3-54-073007-1
Authors

Sandoval, Francisco

Editors

Sandoval, Francisco, Prieto, Alberto, Cabestany, Joan, Graña, Manuel

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 17 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 17 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 3 18%
Unknown 14 82%
Readers by discipline Count As %
Unspecified 3 18%
Unknown 14 82%