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Micai 2004 : Lecture Notes - Raul Monroy

Micai 2004

Lecture Notes

By: Raul Monroy (Editor), Gustavo Arroyo-Figueroa (Editor), Luis Enrique Sucar (Editor), Humberto Sossa (Editor)

Paperback Published: May 2004
ISBN: 9783540214595
Number Of Pages: 930

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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.

Pattern-based data compressionp. 1
Using simulated annealing for paper cutting optimizationp. 11
Extracting temporal patterns from time series data bases for prediction of electrical demandp. 21
The synergy between classical and soft-computing techniques for time series predictionp. 30
A naive geography analyst system with cognitive support of imagery exploitationp. 40
Don't you escape! : I'll tell you my storyp. 49
Querying virtual worlds : a fuzzy approachp. 59
Infant cry classification to identify hypoacoustics and asphyxia with neural networksp. 69
N-best list rescoring using syntactic trigramsp. 79
Continuants based neural speaker verification systemp. 89
Agent protocols as executable ontologiesp. 99
Evaluation of RDF(S) and DAML+OIL import/export services within ontology platformsp. 109
Graduated errors in approximate queries using hierarchies and ordered setsp. 119
Finding the most similar concepts in two different ontologiesp. 129
ADM : an active deductive XML database systemp. 139
Web-based intelligent service for coalition operation support in networked organizationsp. 149
Knowledge acquisition and management system for an intelligent plannerp. 159
Stability analysis for dynamic constraint satisfaction problemsp. 169
Evaluation-based semiring meta-constraintsp. 179
Invariant patterns for program reasoningp. 190
Closing the gap between the stable semantics and extensions of WFSp. 202
A framework for agent-based brokering of reasoning servicesp. 212
Faster proximity searching in metric datap. 222
Data mining with decision trees and neural networks for calcification detection in mammogramsp. 232
An optimization algorithm based on active and instance-based learningp. 242
MultiGrid-based fuzzy systems for function approximationp. 252
Inducing classification rules from highly-structured data with compositionp. 262
Comparing techniques for multiclass classification using binary SVM predictorsp. 272
Analysing spectroscopic data using hierarchical cooperative maximum likelihood hebbian learningp. 282
Feature selection-ranking methods in a very large electric databasep. 292
Automatic case adaptation with a hybrid committee approachp. 302
Class imbalances versus class overlapping : an analysis of a learning system behaviorp. 312
Advanced clustering technique for medical data using semantic informationp. 322
Strict valued preference relations and choice functions in decision-making proceduresp. 332
Adaptation in the presence of exogeneous information in an artificial financial marketp. 342
Design patterns for multiagent systems designp. 352
A faster optimal allocation algorithm in combinatorial auctionsp. 362
An agent based framework for modelling neuronal regulators of the biological systemsp. 370
Possibilistic reasoning and privacy/efficiency tradeoffs in multi-agent systemsp. 380
A biologically motivated and computationally efficient natural language processorp. 390
A question-answering system using argumentationp. 400
Automatic building of a machine translation bilingual dictionary using recursive chain-link-type learning from a parallel corpusp. 410
Recognition of named entities in Spanish textsp. 420
Automatic enrichment of a very large dictionary of word combinations on the basis of dependency formalismp. 430
Towards an efficient evolutionary decoding algorithm for statistical machine translationp. 438
The role of imperatives in inference, agents, and actionsp. 448
Automatic multilinguality for time expression resolutionp. 458
AQUA : ontology-based question answering systemp. 468
Phrase chunking for efficient parsing in machine translation systemp. 478
Motion planning based on geometric featuresp. 488
Comparative evaluation of temporal nodes Bayesian networks and networks of probabilistic events in discrete timep. 498
Function approximation through fuzzy systems using Taylor series expansion-based rules : interpretability and parameter tuningp. 508
Causal identification in design networksp. 517
Bayes-N : an algorithm for learning Bayesian networks from data using local measures of information gain applied to classification problemsp. 527
Methodology for handling uncertainty by using interval type-2 fuzzy logic systemsp. 536
Online diagnosis using influence diagramsp. 546
Toward a new approach for online fault diagnosis combining particle filtering and parametric identificationp. 555
Power plant operator assistant : an industrial application of factored MDPsp. 565
Scene modeling by ICA and color segmentationp. 574
Non-parametric registration as a way to obtain an accurate camera calibrationp. 584
A probability-based flow analysis using MV information in compressed domainp. 592
How does the hue contribute to construct better colour features?p. 602
Morphological contrast measure and contrast mappings : one application to the segmentation of brain MRIp. 612
Gaze detection by dual camera and dual IR-LED illuminatorsp. 622
Image processing and neural networks for early detection of histological changesp. 632
An improved ICP algorithm based on the sensor projection for automatic 3D registrationp. 642
Structure and motion recovery using two step sampling for 3D match movep. 652
Multiscale image enhancement and segmentation based on morphological connected contrast mappingsp. 662
Active object recognition using mutual informationp. 672
An approach to automatic morphing of face images in frontal viewp. 679
A study of the parallelization of a coevolutionary multi-objective evolutionary algorithmp. 688
Reactive agents to improve a parallel genetic algorithm solutionp. 698
Simple feasibility rules and differential evolution for constrained optimizationp. 707
Symbolic regression problems by genetic programming with multi-branchesp. 717
A preprocessing that combines heuristic and surrogate constraint analysis to fix variables in TSPp. 727
An evolutionary algorithm for automatic spatial partitioning in reconfigurable environmentsp. 735
GA with exaptation : new algorithms to tackle dynamic problemsp. 746
Intelligent control algorithm for steam temperature regulation of thermal power plantsp. 754
A fed-batch fermentation process identification and direct adaptive neural control with integral termp. 764
A fuzzy-neural multi-model for mechanical systems identification and controlp. 774
Tuning of fuzzy controllersp. 784
Predictive control of a solar power plant with neuro-fuzzy identification and evolutionary programming optimizationp. 794
Modeling of a coupled industrial tank system with ANFISp. 804
Robust bootstrapping neural networksp. 813
A kernel method for classificationp. 823
Applying genetic and symbolic learning algorithms to extract rules from artificial neural networksp. 833
Combining MLP and RBF neural networks for novelty detection in short time seriesp. 844
Treatment of gradual knowledge using Sigma-Pi neural networksp. 854
A method to obtain sensing requirements in robotic assemblies by geometric reasoningp. 862
Intelligent task level planning for robotic assembly : issues and experimentsp. 872
Wrapper components for distributed robotic systemsp. 882
Fuzzy sliding mode control of robotic manipulators based on genetic algorithmsp. 892
Collective behavior as assembling of spatial puzzlesp. 901
Towards derandomizing PRM plannersp. 911
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540214595
ISBN-10: 3540214593
Series: Lecture Notes
Audience: General
Format: Paperback
Language: English
Number Of Pages: 930
Published: May 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 4.75
Weight (kg): 1.3