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MICAI 2004: Advances in Artificial Intelligence

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Cover of 'MICAI 2004: Advances in Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Pattern-Based Data Compression
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    Chapter 2 Using Simulated Annealing for Paper Cutting Optimization
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    Chapter 3 Extracting Temporal Patterns from Time Series Data Bases for Prediction of Electrical Demand
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    Chapter 4 The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction
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    Chapter 5 A Naïve Geography Analyst System with Cognitive Support of Imagery Exploitation
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    Chapter 6 Don’t You Escape! I’ll Tell You My Story
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    Chapter 7 Querying Virtual Worlds. A Fuzzy Approach
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    Chapter 8 Infant Cry Classification to Identify Hypoacoustics and Asphyxia with Neural Networks
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    Chapter 9 N-Best List Rescoring Using Syntactic Trigrams
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    Chapter 10 Continuants Based Neural Speaker Verification System
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    Chapter 11 Agent Protocols as Executable Ontologies
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    Chapter 12 Evaluation of RDF(S) and DAML+OIL Import/Export Services within Ontology Platforms
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    Chapter 13 Graduated Errors in Approximate Queries Using Hierarchies and Ordered Sets
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    Chapter 14 Finding the Most Similar Concepts in Two Different Ontologies
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    Chapter 15 ADM : An Active Deductive XML Database System
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    Chapter 16 Web-Based Intelligent Service for Coalition Operation Support in Networked Organizations
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    Chapter 17 Knowledge Acquisition and Management System for an Intelligent Planner
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    Chapter 18 Stability Analysis for Dynamic Constraint Satisfaction Problems
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    Chapter 19 Evaluation-Based Semiring Meta-constraints
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    Chapter 20 Invariant Patterns for Program Reasoning
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    Chapter 21 Closing the Gap between the Stable Semantics and Extensions of WFS
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    Chapter 22 A Framework for Agent-Based Brokering of Reasoning Services
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    Chapter 23 Faster Proximity Searching in Metric Data
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    Chapter 24 Data Mining with Decision Trees and Neural Networks for Calcification Detection in Mammograms
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    Chapter 25 An Optimization Algorithm Based on Active and Instance-Based Learning
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    Chapter 26 MultiGrid-Based Fuzzy Systems for Function Approximation
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    Chapter 27 Inducing Classification Rules from Highly-Structured Data with Composition
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    Chapter 28 Comparing Techniques for Multiclass Classification Using Binary SVM Predictors
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    Chapter 29 Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning
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    Chapter 30 Feature Selection-Ranking Methods in a Very Large Electric Database
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    Chapter 31 Automatic Case Adaptation with a Hybrid Committee Approach
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    Chapter 32 Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior
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    Chapter 33 Advanced Clustering Technique for Medical Data Using Semantic Information
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    Chapter 34 Strict Valued Preference Relations and Choice Functions in Decision-Making Procedures
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    Chapter 35 Adaptation in the Presence of Exogeneous Information in an Artificial Financial Market
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    Chapter 36 Design Patterns for Multiagent Systems Design
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    Chapter 37 A Faster Optimal Allocation Algorithm in Combinatorial Auctions
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    Chapter 38 An Agent Based Framework for Modelling Neuronal Regulators of the Biological Systems
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    Chapter 39 Possibilistic Reasoning and Privacy/Efficiency Tradeoffs in Multi-agent Systems
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    Chapter 40 A Biologically Motivated and Computationally Efficient Natural Language Processor
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    Chapter 41 A Question-Answering System Using Argumentation
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    Chapter 42 Automatic Building of a Machine Translation Bilingual Dictionary Using Recursive Chain-Link-Type Learning from a Parallel Corpus
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    Chapter 43 Recognition of Named Entities in Spanish Texts
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    Chapter 44 Automatic Enrichment of Very Large Dictionary of Word Combinations on the Basis of Dependency Formalism
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    Chapter 45 Towards an Efficient Evolutionary Decoding Algorithm for Statistical Machine Translation
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    Chapter 46 The Role of Imperatives in Inference, Agents, and Actions
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    Chapter 47 Automatic Multilinguality for Time Expression Resolution
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    Chapter 48 AQUA – Ontology-Based Question Answering System
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    Chapter 49 Phrase Chunking for Efficient Parsing in Machine Translation System
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    Chapter 50 Motion Planning Based on Geometric Features
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    Chapter 51 Comparative Evaluation of Temporal Nodes Bayesian Networks and Networks of Probabilistic Events in Discrete Time
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    Chapter 52 Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning
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    Chapter 53 Causal Identification in Design Networks
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    Chapter 54 Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems
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    Chapter 55 Methodology for Handling Uncertainty by Using Interval Type-2 Fuzzy Logic Systems
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    Chapter 56 Online Diagnosis Using Influence Diagrams
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    Chapter 57 Toward a New Approach for Online Fault Diagnosis Combining Particle Filtering and Parametric Identification
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    Chapter 58 Power Plant Operator Assistant: An Industrial Application of Factored MDPs
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    Chapter 59 Scene Modeling by ICA and Color Segmentation
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    Chapter 60 Non–parametric Registration as a Way to Obtain an Accurate Camera Calibration
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    Chapter 61 A Probability-Based Flow Analysis Using MV Information in Compressed Domain
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    Chapter 62 How Does the Hue Contribute to Construct Better Colour Features?
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    Chapter 63 Morphological Contrast Measure and Contrast Mappings: One Application to the Segmentation of Brain MRI
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    Chapter 64 Gaze Detection by Dual Camera and Dual IR-LED Illuminators
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    Chapter 65 Image Processing and Neural Networks for Early Detection of Histological Changes
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    Chapter 66 An Improved ICP Algorithm Based on the Sensor Projection for Automatic 3D Registration
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    Chapter 67 Structure and Motion Recovery Using Two Step Sampling for 3D Match Move
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    Chapter 68 Multiscale Image Enhancement and Segmentation Based on Morphological Connected Contrast Mappings
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    Chapter 69 Active Object Recognition Using Mutual Information
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    Chapter 70 An Approach to Automatic Morphing of Face Images in Frontal View
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    Chapter 71 A Study of the Parallelization of a Coevolutionary Multi-objective Evolutionary Algorithm
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    Chapter 72 Reactive Agents to Improve a Parallel Genetic Algorithm Solution
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    Chapter 73 Simple Feasibility Rules and Differential Evolution for Constrained Optimization
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    Chapter 74 Symbolic Regression Problems by Genetic Programming with Multi-branches
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    Chapter 75 A Preprocessing That Combines Heuristic and Surrogate Constraint Analysis to Fix Variables in TSP
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    Chapter 76 An Evolutionary Algorithm for Automatic Spatial Partitioning in Reconfigurable Environments
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    Chapter 77 GA with Exaptation: New Algorithms to Tackle Dynamic Problems
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    Chapter 78 Intelligent Control Algorithm for Steam Temperature Regulation of Thermal Power Plants
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    Chapter 79 A Fed-Batch Fermentation Process Identification and Direct Adaptive Neural Control with Integral Term
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    Chapter 80 A Fuzzy-Neural Multi-model for Mechanical Systems Identification and Control
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    Chapter 81 Tuning of Fuzzy Controllers
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    Chapter 82 Predictive Control of a Solar Power Plant with Neuro-Fuzzy Identification and Evolutionary Programming Optimization
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    Chapter 83 Modeling of a Coupled Industrial Tank System with ANFIS
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    Chapter 84 Robust Bootstrapping Neural Networks
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    Chapter 85 A Kernel Method for Classification
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    Chapter 86 Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks
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    Chapter 87 Combining MLP and RBF Neural Networks for Novelty Detection in Short Time Series
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    Chapter 88 Treatment of Gradual Knowledge Using Sigma-Pi Neural Networks
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    Chapter 89 A Method to Obtain Sensing Requirements in Robotic Assemblies by Geometric Reasoning
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    Chapter 90 Intelligent Task Level Planning for Robotic Assembly: Issues and Experiments
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    Chapter 91 Wrapper Components for Distributed Robotic Systems
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    Chapter 92 Fuzzy Sliding Mode Control of Robotic Manipulators Based on Genetic Algorithms
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    Chapter 93 Collective Behavior as Assembling of Spatial Puzzles
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    Chapter 94 Towards Derandomizing PRM Planners
Attention for Chapter 85: A Kernel Method for Classification
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