Rubén Fuentes, Jorge J. Gómez-Sanz, Juan Pavón (auth.), Christian Lemaître, Carlos A. Reyes, Jesús A. González (eds.)3540238069, 9783540238065, 9783540304982
The 97 revised full papers presented were carefully reviewed and selected from 304 submissions. The papers are organized in topical sections on distributed AI and multi-agent systems, knowledge engineering and case-based reasoning, planning and scheduling, machine learning and knowledge acquisition, natural language processing, knowledge representation and reasoning, knowledge discovery and data mining, robotics, computer vision, uncertainty and fuzzy systems, genetic algorithms and neural networks, AI in education, and miscellaneous topics.
Table of contents :
Front Matter….Pages –
Checking Social Properties of Multi-agent Systems with Activity Theory….Pages 1-11
MARCS Multi-agent Railway Control System….Pages 12-21
Dynamic Quality Control Based on Fuzzy Agents for Multipoint Videoconferencing….Pages 22-31
A Component and Aspect-Based Architecture for Rapid Software Agent Development….Pages 32-42
Formalization of Cooperation in MAS: Towards a Generic Conceptual Model….Pages 43-52
Web-Enabling MultiAgent Systems….Pages 53-61
Gaining Competitive Advantage Through Learning Agent Models….Pages 62-72
Towards an Efficient Rule-Based Coordination of Web Services….Pages 73-82
Applying Rough Sets Reduction Techniques to the Construction of a Fuzzy Rule Base for Case Based Reasoning….Pages 83-92
Dynamic Case Base Maintenance for a Case-Based Reasoning System….Pages 93-103
A Case Base Seeding for Case-Based Planning Systems….Pages 104-113
Handling Numeric Criteria in Relaxed Planning Graphs….Pages 114-123
Constrainedness and Redundancy by Constraint Ordering….Pages 124-133
To Block or Not to Block?….Pages 134-143
Adaptive Penalty Weights When Solving Congress Timetabling….Pages 144-153
Decomposition Approaches for a Capacitated Hub Problem….Pages 154-163
An Efficient Method to Schedule New Trains on a Heavily Loaded Railway Network….Pages 164-173
Studs, Seeds and Immigrants in Evolutionary Algorithms for Unrestricted Parallel Machine Scheduling….Pages 174-184
An Investigation on Genetic Algorithms for Generic STRIPS Planning….Pages 185-194
Improving Numerical Reasoning Capabilities of Inductive Logic Programming Systems….Pages 195-204
Enhanced ICA Mixture Model for Unsupervised Classification….Pages 205-214
Analysis of Galactic Spectra Using Active Instance-Based Learning and Domain Knowledge….Pages 215-224
Adapting Evolutionary Parameters by Dynamic Filtering for Operators Inheritance Strategy….Pages 225-234
Collaborative Filtering Based on Modal Symbolic User Profiles: Knowing You in the First Meeting….Pages 235-245
Machine Learning by Multi-feature Extraction Using Genetic Algorithms….Pages 246-255
Assignment of Semantic Roles Based on Word Sense Disambiguation….Pages 256-265
Multi-session Management in Spoken Dialogue System….Pages 266-274
Semantically-Driven Explanatory Text Mining: Beyond Keywords….Pages 275-285
An Electronic Assistant for Poetry Writing….Pages 286-294
Improving the Performance of a Named Entity Extractor by Applying a Stacking Scheme….Pages 295-304
Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection….Pages 305-314
Coordination Revisited – A Constraint Handling Rule Approach….Pages 315-324
Question Answering for Spanish Based on Lexical and Context Annotation….Pages 325-333
A Max-SAT Solver with Lazy Data Structures….Pages 334-342
Three Valued Logic of Łukasiewicz for Modeling Semantics of Logic Programs….Pages 343-352
Answer Set Programming and S4….Pages 353-363
A Rippling-Based Difference Reduction Technique to Automatically Prove Security Protocol Goals….Pages 364-374
On Some Differences Between Semantics of Logic Program Updates….Pages 375-385
Towards CNC Programming Using Haskell….Pages 386-396
Well Founded Semantics for Logic Program Updates….Pages 397-407
A First Order Temporal Logic for Behavior Representation….Pages 408-418
Improved Tupling for Optimizing Multi-paradigm Declarative Programs….Pages 419-429
Polynomial Classes of Boolean Formulas for Computing the Degree of Belief….Pages 430-440
Combining Quality Measures to Identify Interesting Association Rules….Pages 441-453
Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances….Pages 454-463
A Classifier for Quantitative Feature Values Based on a Region Oriented Symbolic Approach….Pages 464-473
The Protein Folding Problem Solved by a Fuzzy Inference System Extracted from an Artificial Neural Network….Pages 474-483
A Multi-robot Strategy for Rapidly Searching a Polygonal Environment….Pages 484-493
Internet-Based Teleoperation Control with Real-Time Haptic and Visual Feedback….Pages 494-503
Representation Development and Behavior Modifiers….Pages 504-513
New Technique to Improve Probabilistic Roadmap Methods….Pages 514-523
A New Neural Architecture Based on ART and AVITE Models for Anticipatory Sensory-Motor Coordination in Robotics….Pages 524-534
Development of Local Perception-Based Behaviors for a Robotic Soccer Player….Pages 535-544
Statistical Inference in Mapping and Localization for Mobile Robots….Pages 545-554
Fusing a Laser Range Finder and a Stereo Vision System to Detect Obstacles in 3D….Pages 555-561
Adaptive Automata for Mapping Unknown Environments by Mobile Robots….Pages 562-571
Digital Image Processing of Functional Magnetic Resonance Images to Identify Stereo-Sensitive Cortical Regions Using Dynamic Global Stimuli….Pages 572-581
An Image Analysis System to Compute the Predominant Direction of Motion in a Foucault Pendulum….Pages 582-589
A Perceptual User Interface Using Mean Shift….Pages 590-599
Projected Fringe Technique in 3D Surface Acquisition….Pages 600-609
Optimized Object Recognition Based on Neural Networks Via Non-uniform Sampling of Appearance-Based Models….Pages 610-616
A Statistical Validation of Vessel Segmentation in Medical Images….Pages 617-625
Structural Recognition with Kernelized Softassign….Pages 626-635
Kernel Based Method for Segmentation and Modeling of Magnetic Resonance Images….Pages 636-645
Real-Valued Pattern Recall by Associative Memory….Pages 646-655
Binary Associative Memories Applied to Gray Level Pattern Recalling….Pages 656-666
Selection of an Automated Morphological Gradient Threshold for Image Segmentation. Application to Vision-Based Path Planning….Pages 667-676
Color Image Classification Through Fitting of Implicit Surfaces….Pages 677-686
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall….Pages 687-696
Nonlinear System Identification Using ANFIS Based on Emotional Learning….Pages 697-707
Improving k-NN by Using Fuzzy Similarity Functions….Pages 708-716
Decomposing Ordinal Sums in Neural Multi-adjoint Logic Programs….Pages 717-726
Comparing Metrics in Fuzzy Clustering for Symbolic Data on SODAS Format….Pages 727-736
Estimating User Location in a WLAN Using Backpropagation Neural Networks….Pages 737-746
On the Optimal Computation of Finite Field Exponentiation….Pages 747-756
Particle Swarm Optimization in Non-stationary Environments….Pages 757-766
An Efficient Learning Algorithm for Feedforward Neural Network….Pages 767-777
Combining Data Reduction and Parameter Selection for Improving RBF-DDA Performance….Pages 778-787
Bidirectional Neural Network for Clustering Problems….Pages 788-798
Reducing the Complexity of Kernel Machines with Neural Growing Gas in Feature Space….Pages 799-808
Multirecombined Evolutionary Algorithm Inspired in the Selfish Gene Theory to Face the Weighted Tardiness Scheduling Problem….Pages 809-819
A Novel Approach to Function Approximation: Adaptive Multimodule Regression Networks….Pages 820-829
A Novel Hybrid Approach of Mean Field Annealing and Genetic Algorithm for Load Balancing Problem….Pages 830-840
Geodesic Topographic Product: An Improvement to Measure Topology Preservation of Self-Organizing Neural Networks….Pages 841-850
A Genetic Algorithm for the Shortest Common Superstring Problem….Pages 851-860
Improving the Efficiency of a Clustering Genetic Algorithm….Pages 861-870
The Hopfield Associative Memory Network: Improving Performance with the Kernel “Trick”….Pages 871-880
A Cultural Algorithm with Differential Evolution to Solve Constrained Optimization Problems….Pages 881-890
An Approach of Student Modelling in a Learning Companion System….Pages 891-900
A BDI Approach to Infer Student’s Emotions….Pages 901-911
Mobile Robotic Supported Collaborative Learning (MRSCL)….Pages 912-921
Evaluation of the Teaching-Learning Process with Fuzzy Cognitive Maps….Pages 922-931
Using Simulated Annealing for Discrete Optimal Control Systems Design….Pages 932-941
Determination of Possible Minimal Conflict Sets Using Constraint Databases Technology and Clustering….Pages 942-952
Implementation of a Linguistic Fuzzy Relational Neural Network for Detecting Pathologies by Infant Cry Recognition….Pages 953-962
Adding Personality to Chatterbots Using the Persona-AIML Architecture….Pages 963-973
DIMEx100: A New Phonetic and Speech Corpus for Mexican Spanish….Pages 974-983
Back Matter….Pages –
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