This book constitutes the refereed proceedings of the Third Mexican International Conference on Artificial Intelligence, MICAI 2004, held in Mexico City, Mexico in April 2004.
The 94 revised full papers presented were carefully reviewed and selected from 254 submissions. The papers are organized in topical sections on applications, intelligent interfaces and speech processing, knowledge representation, logic and constraint programming, machine learning and data mining, multiagent systems and distributed AI, natural language processing, uncertainty reasoning, vision, evolutionary computation, modeling and intelligent control, neural networks, and robotics.
Author(s): Ángel Kuri, José Galaviz (auth.), Raúl Monroy, Gustavo Arroyo-Figueroa, Luis Enrique Sucar, Humberto Sossa (eds.)
Series: Lecture Notes in Computer Science 2972 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004
Language: English
Pages: 930
Tags: Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Mathematical Logic and Formal Languages; Image Processing and Computer Vision
Front Matter....Pages -
Pattern-Based Data Compression....Pages 1-10
Using Simulated Annealing for Paper Cutting Optimization....Pages 11-20
Extracting Temporal Patterns from Time Series Data Bases for Prediction of Electrical Demand....Pages 21-29
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction....Pages 30-39
A Naïve Geography Analyst System with Cognitive Support of Imagery Exploitation....Pages 40-48
Don’t You Escape! I’ll Tell You My Story....Pages 49-58
Querying Virtual Worlds. A Fuzzy Approach....Pages 59-68
Infant Cry Classification to Identify Hypoacoustics and Asphyxia with Neural Networks....Pages 69-78
N-Best List Rescoring Using Syntactic Trigrams....Pages 79-88
Continuants Based Neural Speaker Verification System....Pages 89-98
Agent Protocols as Executable Ontologies....Pages 99-108
Evaluation of RDF(S) and DAML+OIL Import/Export Services within Ontology Platforms....Pages 109-118
Graduated Errors in Approximate Queries Using Hierarchies and Ordered Sets....Pages 119-128
Finding the Most Similar Concepts in Two Different Ontologies....Pages 129-138
ADM : An Active Deductive XML Database System....Pages 139-148
Web-Based Intelligent Service for Coalition Operation Support in Networked Organizations....Pages 149-158
Knowledge Acquisition and Management System for an Intelligent Planner....Pages 159-168
Stability Analysis for Dynamic Constraint Satisfaction Problems....Pages 169-178
Evaluation-Based Semiring Meta-constraints....Pages 179-189
Invariant Patterns for Program Reasoning....Pages 190-201
Closing the Gap between the Stable Semantics and Extensions of WFS....Pages 202-211
A Framework for Agent-Based Brokering of Reasoning Services....Pages 212-221
Faster Proximity Searching in Metric Data....Pages 222-231
Data Mining with Decision Trees and Neural Networks for Calcification Detection in Mammograms....Pages 232-241
An Optimization Algorithm Based on Active and Instance-Based Learning....Pages 242-251
MultiGrid-Based Fuzzy Systems for Function Approximation....Pages 252-261
Inducing Classification Rules from Highly-Structured Data with Composition....Pages 262-271
Comparing Techniques for Multiclass Classification Using Binary SVM Predictors....Pages 272-281
Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning....Pages 282-291
Feature Selection-Ranking Methods in a Very Large Electric Database....Pages 292-301
Automatic Case Adaptation with a Hybrid Committee Approach....Pages 302-311
Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior....Pages 312-321
Advanced Clustering Technique for Medical Data Using Semantic Information....Pages 322-331
Strict Valued Preference Relations and Choice Functions in Decision-Making Procedures....Pages 332-341
Adaptation in the Presence of Exogeneous Information in an Artificial Financial Market....Pages 342-351
Design Patterns for Multiagent Systems Design....Pages 352-361
A Faster Optimal Allocation Algorithm in Combinatorial Auctions....Pages 362-369
An Agent Based Framework for Modelling Neuronal Regulators of the Biological Systems....Pages 370-379
Possibilistic Reasoning and Privacy/Efficiency Tradeoffs in Multi-agent Systems....Pages 380-389
A Biologically Motivated and Computationally Efficient Natural Language Processor....Pages 390-399
A Question-Answering System Using Argumentation....Pages 400-409
Automatic Building of a Machine Translation Bilingual Dictionary Using Recursive Chain-Link-Type Learning from a Parallel Corpus....Pages 410-419
Recognition of Named Entities in Spanish Texts....Pages 420-429
Automatic Enrichment of Very Large Dictionary of Word Combinations on the Basis of Dependency Formalism....Pages 430-437
Towards an Efficient Evolutionary Decoding Algorithm for Statistical Machine Translation....Pages 438-447
The Role of Imperatives in Inference, Agents, and Actions....Pages 448-457
Automatic Multilinguality for Time Expression Resolution....Pages 458-467
AQUA – Ontology-Based Question Answering System....Pages 468-477
Phrase Chunking for Efficient Parsing in Machine Translation System....Pages 478-487
Motion Planning Based on Geometric Features....Pages 488-497
Comparative Evaluation of Temporal Nodes Bayesian Networks and Networks of Probabilistic Events in Discrete Time....Pages 498-507
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning....Pages 508-516
Causal Identification in Design Networks....Pages 517-526
Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems....Pages 527-535
Methodology for Handling Uncertainty by Using Interval Type-2 Fuzzy Logic Systems....Pages 536-545
Online Diagnosis Using Influence Diagrams....Pages 546-554
Toward a New Approach for Online Fault Diagnosis Combining Particle Filtering and Parametric Identification....Pages 555-564
Power Plant Operator Assistant: An Industrial Application of Factored MDPs....Pages 565-573
Scene Modeling by ICA and Color Segmentation....Pages 574-583
Non–parametric Registration as a Way to Obtain an Accurate Camera Calibration....Pages 584-591
A Probability-Based Flow Analysis Using MV Information in Compressed Domain....Pages 592-601
How Does the Hue Contribute to Construct Better Colour Features?....Pages 602-611
Morphological Contrast Measure and Contrast Mappings: One Application to the Segmentation of Brain MRI....Pages 612-621
Gaze Detection by Dual Camera and Dual IR-LED Illuminators....Pages 622-631
Image Processing and Neural Networks for Early Detection of Histological Changes....Pages 632-641
An Improved ICP Algorithm Based on the Sensor Projection for Automatic 3D Registration....Pages 642-651
Structure and Motion Recovery Using Two Step Sampling for 3D Match Move....Pages 652-661
Multiscale Image Enhancement and Segmentation Based on Morphological Connected Contrast Mappings....Pages 662-671
Active Object Recognition Using Mutual Information....Pages 672-678
An Approach to Automatic Morphing of Face Images in Frontal View....Pages 679-687
A Study of the Parallelization of a Coevolutionary Multi-objective Evolutionary Algorithm....Pages 688-697
Reactive Agents to Improve a Parallel Genetic Algorithm Solution....Pages 698-706
Simple Feasibility Rules and Differential Evolution for Constrained Optimization....Pages 707-716
Symbolic Regression Problems by Genetic Programming with Multi-branches....Pages 717-726
A Preprocessing That Combines Heuristic and Surrogate Constraint Analysis to Fix Variables in TSP....Pages 727-734
An Evolutionary Algorithm for Automatic Spatial Partitioning in Reconfigurable Environments....Pages 735-745
GA with Exaptation: New Algorithms to Tackle Dynamic Problems....Pages 746-753
Intelligent Control Algorithm for Steam Temperature Regulation of Thermal Power Plants....Pages 754-763
A Fed-Batch Fermentation Process Identification and Direct Adaptive Neural Control with Integral Term....Pages 764-773
A Fuzzy-Neural Multi-model for Mechanical Systems Identification and Control....Pages 774-783
Tuning of Fuzzy Controllers....Pages 784-793
Predictive Control of a Solar Power Plant with Neuro-Fuzzy Identification and Evolutionary Programming Optimization....Pages 794-803
Modeling of a Coupled Industrial Tank System with ANFIS....Pages 804-812
Robust Bootstrapping Neural Networks....Pages 813-822
A Kernel Method for Classification....Pages 823-832
Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks....Pages 833-843
Combining MLP and RBF Neural Networks for Novelty Detection in Short Time Series....Pages 844-853
Treatment of Gradual Knowledge Using Sigma-Pi Neural Networks....Pages 854-861
A Method to Obtain Sensing Requirements in Robotic Assemblies by Geometric Reasoning....Pages 862-871
Intelligent Task Level Planning for Robotic Assembly: Issues and Experiments....Pages 872-881
Wrapper Components for Distributed Robotic Systems....Pages 882-891
Fuzzy Sliding Mode Control of Robotic Manipulators Based on Genetic Algorithms....Pages 892-900
Collective Behavior as Assembling of Spatial Puzzles....Pages 901-910
Towards Derandomizing PRM Planners....Pages 911-920
Back Matter....Pages -
