Current Topics in Artificial Intelligence

Conejo R. (ed.), Urretavizcaya M. (ed.)3540259457

This book constitutes the thoroughly refereed joint post-proceedings of the 10th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2003, and the 5th Conference on Technology Transfer, TTIA 2003, held in San Sebastian, Spain, in November 2003.The 66 revised full papers presented together with one invited paper were carefully selected during two rounds of reviewing and improvement from an initial total of 214 submissions. The papers span the entire spectrum of artificial intelligence and advanced applications in various fields.

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Table of contents :
Table of Contents……Page 10
Reasoning about Teaching and Learning……Page 16
A Document-Oriented Approach to the Development of Knowledge Based Systems……Page 31
A Flexible Approach to the Multidimensional Model: The Fuzzy Datacube……Page 41
A Framework for Ontology Reuse and Persistence Integrating UML and Sesame……Page 52
A Method to Adaptively Propagate the Set of Samples Used by Particle Filters……Page 62
A Model for Fuzzy Temporal Reasoning on a Database……Page 72
A Multimodal Logic Approach to Order of Magnitude Qualitative Reasoning……Page 81
A New Genetic Approach for the Partitioning Problem in Distributed Virtual Environment Systems……Page 91
A Proposal of Diagnosis for an ITS for Computational Logic……Page 101
A Reasoning Model for CBR_BDI Agents Using an Adaptable Fuzzy Inference System……Page 111
A Recurrent Neural Network for Airport Scales Location……Page 122
Adaptive P2P Multimedia Communication Using Hybrid Learning……Page 131
An Approach for Ontology Building from Text Supported by NLP Techniques……Page 141
An Efficient Preprocessing Transformation for Functional Dependencies Sets Based on the Substitution Paradigm……Page 151
An Evolutionary Algorithm for Solving Word Equation Systems……Page 162
Analysis of the Functional Block and Operator Involved in Fuzzy System Design……Page 172
Analysis of the Topology Preservation of Accelerated Growing Neural Gas in the Representation of Bidimensional Objects……Page 182
Application of Crossover Operators Based on Confidence Interval in Modeling Problems Using Real-Coding Genetic Algorithms……Page 192
ASPerson: Agent System for Personalizing Web Contents over Wireless Connection……Page 202
Automatic Computation of the Fundamental Matrix from Matched Lines……Page 212
BOGAR_LN: An Agent Based Component Framework for Developing Multi-modal Services Using Natural Language……Page 222
Building Software Agents from Software Components……Page 236
Clustering Main Concepts from e-Mails……Page 246
Definition of Postural Schemes for Humanoid Robots……Page 256
Designing a Semantic Portal for Collaborative Learning Communities……Page 266
Dialogue Act Classification in a Spoken Dialogue System……Page 275
Distributed Non-binary Constraints……Page 286
Dynamic User Modeling in a System for Personalization of Web Contents……Page 296
Embracing Causality in Inducing the Effects of Actions……Page 306
Employing TSK Fuzzy Models to Automate the Revision Stage of a CBR System……Page 317
Enhancing Consistency Based Diagnosis with Machine Learning Techniques……Page 327
Exploiting Disambiguated Thesauri for Information Retrieval in Metadata Catalogs……Page 337
Face Detection with Active Contours Using Color Information……Page 349
Formal Verification of Molecular Computational Models in ACL2: A Case Study……Page 359
Fuzzy Logic Based Torque Ripple Minimization in Switched Reluctance Motors……Page 369
Generating Random Orthogonal Polygons……Page 379
Genetic Programming for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture……Page 389
Heuristic Based Sampling in Estimation of Distribution Algorithms: An Initial Approach……Page 399
Heuristic Rules and Genetic Algorithms for Open Shop Scheduling Problem……Page 409
Hybrid Approach Based on Temporal Representation and Classification Techniques Used to Determine Unstable Conditions in a Blast Furnace……Page 419
Kernel Functions over Orders of Magnitude Spaces by Means of Usual Kernels. Application to Measure Financial Credit Risk……Page 430
Negotiation Support in Highly-Constrained Trading Scenarios……Page 440
Normalized Cyclic Edit Distances: An Efficient Algorithm……Page 450
On the Heuristic Performance of Perimeter Search Algorithms……Page 460
Plug & Play Object Oriented Bayesian Networks……Page 472
Real-Time Extensions in Multi-agent Communication……Page 483
Representing Canonical Models as Probability Trees……Page 493
Robust Aggregation of Expert Opinions Based on Conflict Analysis and Resolution……Page 503
Rotation-Based Ensembles……Page 513
SACEME: An Authoring Tool for Knowledge Acquisition Using Techniques of Programming by Examples……Page 522
Scatter Search……Page 532
Social Analysis of Multi-agent Systems with Activity Theory……Page 541
SoftComputing Techniques Applied to Catalytic Reactions……Page 551
Sports Image Classification through Bayesian Classifier……Page 561
Text Mining Using the Hierarchical Syntactical Structure of Documents……Page 571
The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction……Page 581
Time-Series Prediction: Application to the Short-Term Electric Energy Demand……Page 592
Towards a Clinical Practice Guideline Implementation for Asthma Treatment……Page 602
Towards a Generic Multiagent Model for Decision Support: Two Case Studies……Page 612
Towards Biresiduated Multi-adjoint Logic Programming……Page 623
Using the Geometrical Distribution of Prototypes for Training Set Condensing……Page 633
X-Learn: An Intelligent Educational System Oriented towards the Net……Page 643
A Neuro-fuzzy Decision Model for Prognosis of Breast Cancer Relapse……Page 653
An Interactive Train Scheduling Tool for Solving and Plotting Running Maps……Page 661
Application of Evolutionary Computation Techniques to the Optimal Short-Term Scheduling of the Electrical Energy Production……Page 671
Integration of a Generic Diagnostic Tool in Virtual Environments for Procedural Training……Page 681
TAPLI: An Adaptive Web-Based Learning Environment for Linear Programming……Page 691
H……Page 702
R……Page 703
Z……Page 704