This book constitutes the refereed proceedings of the Second Mexican International Conference on Artificial Intelligence, MICAI 2002, held in M?rida, Yucat?n, Mexico in April 2002.
The 56 revised full papers presented were carefully reviewed and selected from more than 85 submissions from 17 countries. The papers are organized in topical sections on robotics and computer vision, heuristic search and optimization, speech recognition and natural language processing, logic, neural networks, machine learning, multi-agent systems, uncertainty management, and AI tools and applications.
Author(s): Abraham Sánchez L., René Zapata, J. Abraham Arenas B. (auth.), Carlos A. Coello Coello, Alvaro de Albornoz, Luis Enrique Sucar, Osvaldo Cairó Battistutti (eds.)
Series: Lecture Notes in Computer Science 2313 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 554
Tags: Artificial Intelligence (incl. Robotics); Image Processing and Computer Vision; Mathematical Logic and Formal Languages; Computation by Abstract Devices
Motion Planning for Car-Like Robots Using Lazy Probabilistic Roadmap Method....Pages 1-10
A Vision System for Environment Representation: From Landscapes to Landmarks....Pages 11-20
Adapting the Messy Genetic Algorithm for Path Planning in Redundant and Non-redundant Manipulators....Pages 21-30
Navigation Advice from pq-Histograms ....Pages 31-40
Path Planning Using a Single-Query Bi-directional Lazy Collision Checking Planner....Pages 41-50
An Exploration Approach for Indoor Mobile Robots Reducing Odometric Errors....Pages 51-60
Feature Matching Using Accumulation Spaces....Pages 61-68
On Selecting an Appropriate Colour Space for Skin Detection....Pages 69-78
A Methodology for the Statistical Characterization of Genetic Algorithms....Pages 79-88
MPSA: A Methodology to Parallelize Simulated Annealing and Its Application to the Traveling Salesman Problem....Pages 89-97
A Cultural Algorithm for Constrained Optimization....Pages 98-107
Penalty Function Methods for Constrained Optimization with Genetic Algorithms: A Statistical Analysis....Pages 108-117
Automatic Generation of Control Parameters for the Threshold Accepting Algorithm....Pages 118-127
Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits....Pages 128-137
Time-Domain Segmentation and Labelling of Speech with Fuzzy-Logic Post-Correction Rules....Pages 138-145
IL MT System.Evaluation for Spanish-English Pronominal Anaphora Generation....Pages 146-155
Out-of-Vocabulary Word Modeling and Rejection for Spanish Keyword Spotting Systems....Pages 156-165
The DIME Project....Pages 166-175
Detecting Deviations in Text Collections: An Approach Using Conceptual Graphs....Pages 176-184
Using Long Queries in a Passage Retrieval System....Pages 185-193
Object-Oriented Constraint Programming with J.CP....Pages 194-203
A Hybrid Treatment of Evolutionary Sets....Pages 204-213
Games and Logics of Knowledge for Multi-agent Systems....Pages 214-223
Modelling Learners of a Control Task with Inductive Logic Programming: A Case Study....Pages 224-233
Simple Epistemic Logic for Relational Database....Pages 234-241
Solving Optimal Location of Traffic Counting Points at Urban Intersections in CLP(FD)....Pages 242-251
Flexible Agent Programming in Linear Logic....Pages 252-261
Sample Complexity for Function Learning Tasks through Linear Neural Networks....Pages 262-271
Extracting Knowledge from Artificial Neural Networks: An Empirical Comparison of Trepan and Symbolic Learning Algorithms....Pages 272-281
Improving Pattern Recognition Using Several Feature Vectors....Pages 282-291
Learning Optimization in a MLP Neural Network Applied to OCR....Pages 292-300
Applications of a Collaborative Learning Ontology....Pages 301-310
Automated Case Generation from Databases Using Similarity-Based Rough Approximation....Pages 311-320
On the Stability of Example-Driven Learning Systems: A Case Study in Multirelational Learning....Pages 321-330
Sharpe Ratio-Oriented Active Trading: A Learning Approach....Pages 331-339
A Framework for Social Agents’ Interaction Based on Communicative Action Theory and Dynamic Deontic Logic....Pages 340-350
Autonomous Agents for Ubiquitous Collaborative Environments....Pages 351-360
A Framework for Agent Based Network Management Systems....Pages 361-366
A Multi-agent Cooperative Intelligent Tutoring System: The Case of Musical Harmony Domain....Pages 367-376
Reacting to Unexpected Events and Communicating in Spite of Mixed Ontologies....Pages 377-386
Logic of Interaction for Multiagent Systems....Pages 387-400
Towards a Model for an Immune System....Pages 401-410
A New Measure for the Accuracy of a Bayesian Network....Pages 411-419
FINDS: A Training Package to Assess Forensic Fibre Evidence....Pages 420-429
Predictive Control Based on an Auto-regressive Neuro-fuzzy Model Applied to the Steam Generator Startup Process at a Fossil Power Plant....Pages 430-439
Modeling Dynamical Causal Interactions with Fuzzy Temporal Networks for Process Operation Support Systems....Pages 440-449
Resection Simulation with Local Tissue Deformations for Computer Assisted Surgery of the Prostate....Pages 450-459
Biometrics and Data Mining: Comparison of Data Mining-Based Keystroke Dynamics Methods for Identity Verification....Pages 460-469
Qualitative Systems Identication for Linear Time Invariant Dynamic Systems....Pages 470-477
Monitoring the Execution of an Intelligent Planning System....Pages 477-485
A Structural Model of ECA Rules in Active Database....Pages 486-493
Use of a Rule-Based System for Process Control: Flow Instabilities in Axial Compressors Case Study....Pages 494-505
A Distributed Event Service for Adaptive Group Awareness....Pages 506-515
Mining Road Accidents....Pages 516-525
An Inference Engine for Web Adaptive Cooperative Work....Pages 526-535
Faults Diagnosis in Industrial Processes with a Hybrid Diagnostic System....Pages 536-545
