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Intelligent data engineering and automated learning-- IDEAL 2006 : 7th international conference, Burgos, Spain, September 20-23, 2006 : proceedings

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Cover of 'Intelligent data engineering and automated learning-- IDEAL 2006 : 7th international conference, Burgos, Spain, September 20-23, 2006 : proceedings'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 On Some of the Neural Mechanisms Underlying Adaptive Behavior
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    Chapter 2 On Correlation Measures of Intuitionistic Fuzzy Sets
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    Chapter 3 A More Effective Constructive Algorithm for Permutation Flowshop Problem
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    Chapter 4 A Fast Algorithm for Relevance Vector Machine
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    Chapter 5 Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model
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    Chapter 6 A Fast Data Preprocessing Procedure for Support Vector Regression
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    Chapter 7 Classification by Weighting, Similarity and kNN
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    Chapter 8 An Improved EM Algorithm for Statistical Segmentation of Brain MRI
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    Chapter 9 Process State and Progress Visualization Using Self-Organizing Map
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    Chapter 10 Exploiting Spatio–temporal Data for the Multiobjective Optimization of Cellular Automata Models
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    Chapter 11 Comparing Support Vector Machines and Feed-forward Neural Networks with Similar Parameters
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    Chapter 12 A New Model Selection Method for SVM
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    Chapter 13 Speed-Up LOO-CV with SVM Classifier
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    Chapter 14 Integration of Strategies Based on Relevance Feedback into a Tool for the Retrieval of Mammographic Images
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    Chapter 15 Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models
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    Chapter 16 Evolutionary Design of gdSOFPNN for Modeling and Prediction of NOx Emission Process
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    Chapter 17 Upper Bounds for Variational Stochastic Complexities of Bayesian Networks
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    Chapter 18 A Neural Stochastic Optimization Framework for Oil Parameter Estimation
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    Chapter 19 Bootstrap Prediction Intervals for Nonlinear Time-Series
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    Chapter 20 Effectiveness of Considering State Similarity for Reinforcement Learning
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    Chapter 21 On the Structural Robustness of Evolutionary Models of Cooperation
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    Chapter 22 Prediction of Chaotic Time Series Based on Multi-scale Gaussian Processes
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    Chapter 23 Visual Sensitivity Analysis for Artificial Neural Networks
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    Chapter 24 Performance of BSDT Decoding Algorithms Based on Locally Damaged Neural Networks
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    Chapter 25 K Nearest Sequence Method and Its Application to Churn Prediction
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    Chapter 26 Intelligent Data Engineering and Automated Learning – IDEAL 2006
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    Chapter 27 Genetic Algorithms and Sensitivity Analysis Applied to Select Inputs of a Multi-Layer Perceptron for the Prediction of Air Pollutant Time-Series
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    Chapter 28 Genetic Algorithms for Estimating Longest Path from Inherently Fuzzy Data Acquired with GPS
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    Chapter 29 The Topographic Neural Gas
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    Chapter 30 A Fast Classification Algorithm Based on Local Models
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    Chapter 31 Human Activity Recognition in Videos: A Systematic Approach
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    Chapter 32 Application of Artificial Neural Network to Building Compartment Design for Fire Safety
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    Chapter 33 A Method of Motion Segmentation Based on Region Shrinking
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    Chapter 34 A Family of Novel Clustering Algorithms
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    Chapter 35 Vector Quantization Segmentation for Head Pose Estimation
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    Chapter 36 Neural Network Detectors for Composite Hypothesis Tests
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    Chapter 37 Automatic Sound Classification for Improving Speech Intelligibility in Hearing Aids Using a Layered Structure
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    Chapter 38 Directed Laplacian Kernels for Link Analysis
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    Chapter 39 Pruning Adaptive Boosting Ensembles by Means of a Genetic Algorithm
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    Chapter 40 On the Fusion of Polynomial Kernels for Support Vector Classifiers
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    Chapter 41 Speech and Gesture Recognition-Based Robust Language Processing Interface in Noise Environment
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    Chapter 42 Heterogeneous Answer Acquisition Methods in Encyclopedia QA
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    Chapter 43 Face Recognition Using DCT and Hierarchical RBF Model
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    Chapter 44 Chaotic Dynamics for Avoiding Congestion in the Computer Network
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    Chapter 45 Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification
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    Chapter 46 Melt Index Predict by Radial Basis Function Network Based on Principal Component Analysis
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    Chapter 47 Thinking Capability of Saplings Growing Up Algorithm
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    Chapter 48 Functional Networks and the Lagrange Polynomial Interpolation
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    Chapter 49 The Evolution of OSI Network Management by Integrated the Expert Knowledge
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    Chapter 50 Learning the Complete-Basis-Functions Parameterization for the Optimization of Dynamic Molecular Alignment by ES
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    Chapter 51 Multi Criteria Wrapper Improvements to Naive Bayes Learning
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    Chapter 52 BP Neural Networks Combined with PLS Applied to Pattern Recognition of Vis/NIRs
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    Chapter 53 Speeding Up Shape Classification by Means of a Cyclic Dynamic Time Warping Lower Bound
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    Chapter 54 Using Genetic Algorithm for Network Status Learning and Worm Virus Detection Scheme
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    Chapter 55 Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis
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    Chapter 56 Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples
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    Chapter 57 Learning Discrete Probability Distributions with a Multi-resolution Binary Tree
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    Chapter 58 Combining Unsupervised and Supervised Approaches to Feature Selection for Multivariate Signal Compression
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    Chapter 59 Cohesion Factors: Improving the Clustering Capabilities of Consensus
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    Chapter 60 Using Neural Networks to Detect Microfossil Teeth in Somosaguas Sur Paleontological Site
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    Chapter 61 A Fast Grid Search Method in Support Vector Regression Forecasting Time Series
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    Chapter 62 Fast Global k-Means with Similarity Functions Algorithm
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    Chapter 63 NN-Based Detector for Known Targets in Coherent Weibull Clutter
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    Chapter 64 ICA with Sparse Connections
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    Chapter 65 Two-Stage User Mobility Modeling for Intention Prediction for Location-Based Services
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    Chapter 66 Partition-Based Similarity Joins Using Diagonal Dimensions in High Dimensional Data Spaces
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    Chapter 67 Evolving Feed-forward Neural Networks Through Evolutionary Mutation Parameters
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    Chapter 68 Computer Interface Using Eye Tracking for Handicapped People
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    Chapter 69 Local Negative Correlation with Resampling
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    Chapter 70 Convex Perceptrons
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    Chapter 71 Hybridizing Cultural Algorithms and Local Search
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    Chapter 72 ICA and Genetic Algorithms for Blind Signal and Image Deconvolution and Deblurring
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    Chapter 73 Electroencephalogram Signals from Imagined Activities: A Novel Biometric Identifier for a Small Population
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    Chapter 74 Resolving Ambiguities in the Semantic Interpretation of Natural Language Questions
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    Chapter 75 Mining the K-Most Interesting Frequent Patterns Sequentially
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    Chapter 76 Discovering Non-taxonomic Relations from the Web
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    Chapter 77 A New Algorithm of Similarity Measuring for Multi-experts’ Qualitative Knowledge Based on Outranking Relations in Case-Based Reasoning Methodology
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    Chapter 78 Comparing and Combining Spatial Dimension Reduction Methods in Face Verification
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    Chapter 79 A New Semi-supervised Dimension Reduction Technique for Textual Data Analysis
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    Chapter 80 CBR Model for the Intelligent Management of Customer Support Centers
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    Chapter 81 Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions
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    Chapter 82 Application of Bidirectional Probabilistic Character Language Model in Handwritten Words Recognition
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    Chapter 83 Efficient Classification Method for Complex Biological Literature Using Text and Data Mining Combination
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    Chapter 84 Classifying Polyphony Music Based on Markov Model
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    Chapter 85 Two Phase Semi-supervised Clustering Using Background Knowledge
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    Chapter 86 Using Rough Set to Find the Factors That Negate the Typical Dependency of a Decision Attribute on Some Condition Attributes
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    Chapter 87 Automatic Extraction and Classification of Footwear Patterns
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    Chapter 88 Description of Combined Spatial Relations Between Broad Boundary Regions Based on Rough Set
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    Chapter 89 Active Sketch for Finding Primary Structures in Images
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    Chapter 90 Shape Matching Using Chord-Length Function
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    Chapter 91 Spectral High Resolution Feature Selection for Retrieval of Combustion Temperature Profiles
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    Chapter 92 Sentence Ordering in Extractive MDS
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    Chapter 93 Query Expansion with an Automatically Generated Thesaurus
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    Chapter 94 An Interactive Hybrid System for Identifying and Filtering Unsolicited E-mail
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    Chapter 95 Topological Tree Clustering of Web Search Results
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    Chapter 96 Reduced Attribute Oriented Inconsistency Handling in Decision Generation
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    Chapter 97 A Non-parametric Method for Data Clustering with Optimal Variable Weighting
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    Chapter 98 A Closed Model for Measuring Intangible Assets: A New Dimension of Profitability Applying Neural Networks
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    Chapter 99 Audio and Video Feature Fusion for Activity Recognition in Unconstrained Videos
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    Chapter 100 Multi-stage Classification for Audio Based Activity Recognition
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    Chapter 101 A Simple Approximation for Dynamic Time Warping Search in Large Time Series Database
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    Chapter 102 Regression Analisys of Segmented Parametric Software Cost Estimation Models Using Recursive Clustering Tool
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    Chapter 103 An Efficient Attribute Reduction Algorithm
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    Chapter 104 Conceptual Classification to Improve a Web Site Content
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    Chapter 105 Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer
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    Chapter 106 Using Rules Discovery for the Continuous Improvement of e-Learning Courses
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    Chapter 107 Generating Adaptive Presentations of Hydrologic Behavior
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    Chapter 108 A New Measure for Query Disambiguation Using Term Co-occurrences
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    Chapter 109 Unsupervised Word Categorization Using Self-Organizing Maps and Automatically Extracted Morphs
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    Chapter 110 Effective Classification by Integrating Support Vector Machine and Association Rule Mining
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    Chapter 111 A Design of Dynamic Network Management System
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    Chapter 112 QoS Multicast Routing Based on Particle Swarm Optimization
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    Chapter 113 Evolutionary Search of Optimal Features
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    Chapter 114 Biased Minimax Probability Machine Active Learning for Relevance Feedback in Content-Based Image Retrieval
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    Chapter 115 Evidential Integration of Semantically Heterogeneous Aggregates in Distributed Databases with Imprecision
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    Chapter 116 Describing Customer Loyalty to Spanish Petrol Stations Through Rule Extraction
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    Chapter 117 Strangeness Minimisation Feature Selection with Confidence Machines
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    Chapter 118 Indexing and Mining of Graph Database Based on Interconnected Subgraph
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    Chapter 119 Evaluation of Decision Tree Pruning with Subadditive Penalties
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    Chapter 120 Categorization of Large Text Collections: Feature Selection for Training Neural Networks
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    Chapter 121 Towards Healthy Association Rule Mining (HARM): A Fuzzy Quantitative Approach
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    Chapter 122 State Aggregation in Higher Order Markov Chains for Finding Online Communities
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    Chapter 123 Functional Networks and Analysis of Variance for Feature Selection
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    Chapter 124 Automatic Categorization of Patent Applications Using Classifier Combinations
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    Chapter 125 Best Subset Feature Selection for Massive Mixed-Type Problems
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    Chapter 126 Planning Under Uncertainty with Abstraction Hierarchies
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    Chapter 127 Fusion of Domain Knowledge for Dynamic Learning in Transcriptional Networks
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    Chapter 128 An Improved Discrete Immune Network for Multimodal Optimization
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    Chapter 129 Using Fuzzy Patterns for Gene Selection and Data Reduction on Microarray Data
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    Chapter 130 Applying GCS Networks to Fuzzy Discretized Microarray Data for Tumour Diagnosis
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    Chapter 131 Refractory Effects of Chaotic Neurodynamics for Finding Motifs from DNA Sequences
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    Chapter 132 Neighborhood-Based Clustering of Gene-Gene Interactions
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    Chapter 133 Gene Expression Profiling Using Flexible Neural Trees
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    Chapter 134 Multivariate Crosstalk Models
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    Chapter 135 Decision Making Association Rules for Recognition of Differential Gene Expression Profiles
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    Chapter 136 Application of Chemoinformatics to the Structural Elucidation of Natural Compounds
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    Chapter 137 Intelligent Coordinated Control of Multiple Teleoperated Robots
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    Chapter 138 SMas: A Shopping Mall Multiagent Systems
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    Chapter 139 Protecting Agent from Attack in Grid ComputingII
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    Chapter 140 A Graph Transformation System Model of Dynamic Reorganization in Multi-agent Systems
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    Chapter 141 Efficient Search of Winning Strategies in Multi-agent Systems on Random Network: Importance of Local Solidarity
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    Chapter 142 Heterogeneous Domain Ontology for Location Based Information System in a Multi-agent Framework
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    Chapter 143 Intelligent Data Analysis for the Verification of Multi-Agent Systems Interactions
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    Chapter 144 Multi-agent Based Hybrid System for Dynamic Web-Content Adaptation
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    Chapter 145 Strategic Software Agents in Continuous Double Auction Under Dynamic Environments
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    Chapter 146 Student Modeling for Adaptive Teachable Agent to Enhance Interest and Comprehension
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    Chapter 147 An Agent-Based Model of Personal Web Communities
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    Chapter 148 A Conceptual Framework for Automated Negotiation Systems
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    Chapter 149 Development of New IFC-BRIDGE Data Model and a Concrete Bridge Design System Using Multi-agents
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    Chapter 150 Multi-Agent Systems over RT-Java for a Mobile Robot Control
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    Chapter 151 Financial Risk Modeling with Markov Chains
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    Chapter 152 CNY Realignment and USD Expectation: Empirical Study Based on RND Function of Currency Option
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    Chapter 153 Investment Selection and Risk Management for Insurance Corporation
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    Chapter 154 Knowledge-Based Risk Assessment Under Uncertainty in Engineering Projects
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    Chapter 155 Fuzzy Regression with Quadratic Programming: An Application to Financial Data
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    Chapter 156 Improving Search in Unstructured P2P Systems: Intelligent Walks (I-Walks)
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    Chapter 157 Evolutionary Product-Unit Neural Networks for Classification
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    Chapter 158 Uncentered (Absolute) Correlation Clustering Method Fit for Establishing Theoretical SAPK/JNK Signaling Pathway in Human Soft Tissue Sarcoma Samples
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    Chapter 159 Guiding Genetic Program Based Data Mining Using Fuzzy Rules
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    Chapter 160 Neural Network Models for Language Acquisition: A Brief Survey
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    Chapter 161 Incorporating Knowledge in Evolutionary Prototype Selection
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    Chapter 162 Evidence Relationship Matrix and Its Application to D-S Evidence Theory for Information Fusion
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    Chapter 163 Soft Computing in Context-Sensitive Multidimensional Ranking
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    Chapter 164 Ontology-Based Classifier for Audio Scenes in Telemedicine
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    Chapter 165 PSO and ACO in Optimization Problems
  167. Altmetric Badge
    Chapter 166 Constraints in Particle Swarm Optimization of Hidden Markov Models
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    Chapter 167 Nature-Inspired Approaches to Mining Trend Patterns in Spatial Databases
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    Chapter 168 A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems
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    Chapter 169 MOVICAB-IDS: Visual Analysis of Network Traffic Data Streams for Intrusion Detection
  171. Altmetric Badge
    Chapter 170 Maximum Likelihood Topology Preserving Ensembles
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Title
Intelligent data engineering and automated learning-- IDEAL 2006 : 7th international conference, Burgos, Spain, September 20-23, 2006 : proceedings
Published by
Springer, January 2006
DOI 10.1007/11875581
ISBNs
978-3-54-045485-4, 978-3-54-045487-8
Authors

Corchado, Emilio

Editors

Emilio Corchado, Hujun Yin, Vicente Botti, Colin Fyfe

X Demographics

X Demographics

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

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 1 8%
Unknown 11 92%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 8%
Unknown 11 92%
Readers by discipline Count As %
Computer Science 1 8%
Unknown 11 92%