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Artificial Intelligence and Soft Computing – ICAISC 2008

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Table of Contents

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    Book Overview
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    Chapter 1 Input Signals Normalization in Kohonen Neural Networks
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    Chapter 2 Parallel Realisation of the Recurrent RTRN Neural Network Learning
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    Chapter 3 Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems
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    Chapter 4 The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process
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    Chapter 5 WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural Networks
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    Chapter 6 Municipal Creditworthiness Modelling by Kohonen’s Self-organizing Feature Maps and LVQ Neural Networks
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    Chapter 7 Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform
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    Chapter 8 Accuracy Improvement of Neural Network State Variable Estimator in Induction Motor Drive
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    Chapter 9 Ensemble of Dipolar Neural Networks in Application to Survival Data
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    Chapter 10 Binary Optimization: On the Probability of a Local Minimum Detection in Random Search
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    Chapter 11 Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates
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    Chapter 12 Efficient Predictive Control Integrated with Economic Optimisation Based on Neural Models
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    Chapter 13 Model-Based Fault Detection and Isolation Using Locally Recurrent Neural Networks
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    Chapter 14 Neural Network in Fast Adaptive Fourier Descriptor Based Leaves Classification
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    Chapter 15 Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss
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    Chapter 16 Robust MCD-Based Backpropagation Learning Algorithm
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    Chapter 17 Some Issues on Intrusion Detection in Web Applications
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    Chapter 18 Neural Network Device for Reliability and Functional Analysis of Discrete Transport System
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    Chapter 19 Maximum of Marginal Likelihood Criterion instead of Cross-Validation for Designing of Artificial Neural Networks
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    Chapter 20 Type-2 Fuzzy Decision Trees
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    Chapter 21 An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems
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    Chapter 22 Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm
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    Chapter 23 A New Method for Decision Making in the Intuitionistic Fuzzy Setting
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    Chapter 24 Linguistic Summarization of Time Series Using Fuzzy Logic with Linguistic Quantifiers: A Truth and Specificity Based Approach
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    Chapter 25 TS Fuzzy Rule-Based Systems with Polynomial Membership Functions
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    Chapter 26 From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier
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    Chapter 27 Efficient Fuzzy Predictive Economic Set–Point Optimizer
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    Chapter 28 Imprecision Measures for Type-2 Fuzzy Sets: Applications to Linguistic Summarization of Databases
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    Chapter 29 Assessing the Non-technical Service Aspects by Using Fuzzy Methods
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    Chapter 30 Adaptation of Rules in the Fuzzy Control System Using the Arithmetic of Ordered Fuzzy Numbers
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    Chapter 31 Regression Modeling with Fuzzy Relations
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    Chapter 32 A New Approach to Creating Multisegment Fuzzy Systems
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    Chapter 33 On Defuzzification of Interval Type-2 Fuzzy Sets
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    Chapter 34 Combining Basic Probability Assignments for Fuzzy Focal Elements
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    Chapter 35 Using Intuitionistic Fuzzy Sets in Text Categorization
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    Chapter 36 Improving Evolutionary Algorithms with Scouting: High–Dimensional Problems
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    Chapter 37 Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW
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    Chapter 38 Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization
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    Chapter 39 Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm
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    Chapter 40 Evolutionary Methods to Create Interpretable Modular System
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    Chapter 41 Fractal Dimension of Trajectory as Invariant of Genetic Algorithms
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    Chapter 42 Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution
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    Chapter 43 Particle Swarm Optimization with Variable Population Size
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    Chapter 44 Genetic Algorithm as a Tool for Stock Market Modelling
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    Chapter 45 Robustness of Isotropic Stable Mutations in a General Search Space
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    Chapter 46 Ant Colony Optimization: A Leading Algorithm in Future Optimization of Petroleum Engineering Processes
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    Chapter 47 Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes
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    Chapter 48 On Convergence of a Simple Genetic Algorithm
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    Chapter 49 Tuning Quantum Multi-Swarm Optimization for Dynamic Tasks
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    Chapter 50 Ensembling Classifiers Using Unsupervised Learning
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    Chapter 51 A Framework for Adaptive and Integrated Classification
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    Chapter 52 Solving Regression by Learning an Ensemble of Decision Rules
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    Chapter 53 Meta-learning with Machine Generators and Complexity Controlled Exploration
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    Chapter 54 Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z
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    Chapter 55 A Comparison of Methods for Learning of Highly Non-separable Problems
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    Chapter 56 Towards Heterogeneous Similarity Function Learning for the k-Nearest Neighbors Classification
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    Chapter 57 Hough Transform in Music Tunes Recognition Systems
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    Chapter 58 Maximal Margin Estimation with Perceptron-Like Algorithm
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    Chapter 59 Classes of Kernels for Hit Definition in Compound Screening
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    Chapter 60 The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition
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    Chapter 61 Hierarchical SVM Classification for Localization in Multilevel Sensor Networks
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    Chapter 62 Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees
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    Chapter 63 Information Theory Inspired Weighted Immune Classification Algorithm
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    Chapter 64 Bayes’ Rule, Principle of Indifference, and Safe Distribution
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    Chapter 65 MAD Loss in Pattern Recognition and RBF Learning
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    Chapter 66 Parallel Ant Miner 2
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    Chapter 67 Object-Oriented Software Systems Restructuring through Clustering
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    Chapter 68 Data Clustering with Semi-binary Nonnegative Matrix Factorization
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    Chapter 69 An Efficient Association Rule Mining Algorithm for Classification
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    Chapter 70 Comparison of Feature Reduction Methods in the Text Recognition Task
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    Chapter 71 Robot Simulation of Sensory Integration Dysfunction in Autism with Dynamic Neural Fields Model
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    Chapter 72 A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network
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    Chapter 73 Segmentation of Ultrasound Imaging by Fuzzy Fusion: Application to Venous Thrombosis
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    Chapter 74 Optical Flow Based Velocity Field Control
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    Chapter 75 Detection of Phoneme Boundaries Using Spiking Neurons
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    Chapter 76 Geometric Structure Filtering Using Coupled Diffusion Process and CNN-Based Approach
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    Chapter 77 MARCoPlan: MultiAgent Remote Control for Robot Motion Planning
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    Chapter 78 A Hybrid Method of User Identification with Use Independent Speech and Facial Asymmetry
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    Chapter 79 Multilayer Perceptrons for Bio-inspired Friction Estimation
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    Chapter 80 Color Image Watermarking and Self-recovery Based on Independent Component Analysis
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    Chapter 81 A Fuzzy Rule-Based System with Ontology for Summarization of Multi-camera Event Sequences
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    Chapter 82 A New Approach to Interactive Visual Search with RBF Networks Based on Preference Modelling
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    Chapter 83 An Adaptive Fast Transform Based Image Compression
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    Chapter 84 Emotion Recognition with Poincare Mapping of Voiced-Speech Segments of Utterances
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    Chapter 85 Effectiveness of Simultaneous Behavior by Interactive Robot
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    Chapter 86 Quality-Driven Continuous Adaptiation of ECG Interpretation in a Distributed Surveillance System
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    Chapter 87 Detection of Eyes Position Based on Electrooculography Signal Analysis
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    Chapter 88 An NLP-Based 3D Scene Generation System for Children with Autism or Mental Retardation
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    Chapter 89 On Using Energy Signatures in Protein Structure Similarity Searching
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    Chapter 90 SYMBIOS: A Semantic Pervasive Services Platform for Biomedical Information Integration
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    Chapter 91 The PCR Primer Design as a Metaheuristic Search Process
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    Chapter 92 On Differential Stroke Diagnosis by Neuro-fuzzy Structures
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    Chapter 93 Novel Quantitative Method for Spleen’s Morphometry in Splenomegally
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    Chapter 94 Parallel Single-Thread Strategies in Scheduling
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    Chapter 95 Artificial Immune System for Short-Term Electric Load Forecasting
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    Chapter 96 Ant Focused Crawling Algorithm
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    Chapter 97 Towards Refinement of Clinical Evidence Using General Logics
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    Chapter 98 An Empirical Analysis of the Impact of Prioritised Sweeping on the DynaQ’s Performance
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    Chapter 99 Heuristic Algorithms for Solving Uncertain Routing-Scheduling Problem
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    Chapter 100 Life Story Generation Using Mobile Context and Petri Net
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    Chapter 101 On the Minima of Bethe Free Energy in Gaussian Distributions
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    Chapter 102 An Application of Causality for Representing and Providing Formal Explanations about the Behavior of the Threshold Accepting Algorithm
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    Chapter 103 A Method for Evaluation of Compromise in Multiple Criteria Problems
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    Chapter 104 Neural Networks as Prediction Models for Water Intake in Water Supply System
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    Chapter 105 Financial Prediction with Neuro-fuzzy Systems
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    Chapter 106 Selected Cognitive Categorization Systems
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    Chapter 107 Predictive Control for Artificial Intelligence in Computer Games
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    Chapter 108 Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods
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    Chapter 109 Epoch-Incremental Queue-Dyna Algorithm
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    Chapter 110 Utilizing Open Travel Alliance-Based Ontology of Golf in an Agent-Based Travel Support System
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    Chapter 111 Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling
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    Chapter 112 Autonomous Parsing of Behavior in a Multi-agent Setting
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    Chapter 113 On Resource Profiling and Matching in an Agent-Based Virtual Organization
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    Chapter 114 Knowledge Technologies-Based Multi-Agent System for Semantic Web Services Environments
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    Chapter 115 Distributed Graphs Transformed by Multiagent System
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    Chapter 116 Multi-agent Logics with Interacting Agents Based on Linear Temporal Logic: Deciding Algorithms
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    Chapter 117 On Multi Agent Coordination in the Presence of Incomplete Information
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Title
Artificial Intelligence and Soft Computing – ICAISC 2008
Published by
Springer, Berlin, Heidelberg, January 2008
DOI 10.1007/978-3-540-69731-2
ISBNs
978-3-54-069572-1, 978-3-54-069731-2
Editors

Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada

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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.
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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 %
Unknown 28 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 1 4%
Unknown 27 96%
Readers by discipline Count As %
Engineering 1 4%
Unknown 27 96%