Artan Dermaku, Tobias Ganzow, Georg Gottlob, Ben McMahan, Nysret Musliu, Marko Samer (auth.), Alexander Gelbukh, Eduardo F. Morales (eds.)3540886354, 9783540886358
This book constitutes the refereed proceedings of the 6th Mexican International Conference on Artificial Intelligence, MICAI 2008, held in Atizapán de Zaragoza, Mexico, in October 2008.
The 96 revised full papers presented together with 2 invited lectures were carefully reviewed and selected from 363 submissions. The papers are organized in topical sections on logic and reasoning, knowledge-based systems, knowledge representation and acquisition, ontologies, natural language processing, machine learning, pattern recognition, data mining, neural networks, genetic algorithms, hybrid intelligent systems, computer vision and image processing, robotics, planning and scheduling, uncertainty and probabilistic reasoning, fuzzy logic, intelligent tutoring systems, multi-agent systems and distributed ai, intelligent organizations, bioinformatics and medical applications, as well as applications.
Table of contents :
Front Matter….Pages –
Heuristic Methods for Hypertree Decomposition….Pages 1-11
Nonlinear Bayesian Filters for Training Recurrent Neural Networks….Pages 12-33
QuBIS : An (In)complete Solver for Quantified Boolean Formulas….Pages 34-43
Strength Two Covering Arrays Construction Using a SAT Representation….Pages 44-53
A New Framework for Local Belief Revision….Pages 54-64
Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition….Pages 65-76
An Early Warning System for the Prediction of Criminal Careers….Pages 77-89
Comparing Distance Measures with Visual Methods….Pages 90-99
Semantic Annotation and Question Answering of Statistical Graphs….Pages 100-110
Towards a Methodology to Conceptualize the Geographic Domain….Pages 111-122
Effect of Preprocessing on Extractive Summarization with Maximal Frequent Sequences….Pages 123-132
Text Summarization by Sentence Extraction Using Unsupervised Learning….Pages 133-143
Spanish Nested Named Entity Recognition Using a Syntax-Dependent Tree Traversal-Based Strategy….Pages 144-154
Question/Answering Clarification Dialogues….Pages 155-164
Using Graphs for Shallow Question Answering on Legal Documents….Pages 165-173
Two Proposals of a QA Answer Extraction Module Based on Semantic Roles….Pages 174-184
A Misclassification Reduction Approach for Automatic Call Routing….Pages 185-192
Spanish Temporal Expressions: Some Forms Reinforced by an Adverb….Pages 193-203
A Soundex-Based Approach for Spoken Document Retrieval….Pages 204-211
Textual Entailment Recognition Based on Structural Isomorphism….Pages 212-219
On-Line Modeling Via Fuzzy Support Vector Machines….Pages 220-229
Reinforcement Learning with Markov Logic Networks….Pages 230-242
Learning the Filling Policy of a Biodegradation Process by Fuzzy Actor–Critic Learning Methodology….Pages 243-253
INDIE: An Artificial Immune Network for On-Line Density Estimation….Pages 254-265
Learning Probability Densities of Optimization Problems with Constraints and Uncertainty….Pages 266-272
Pattern Classification Based on Conformal Geometric Algebra and Optimization Techniques….Pages 273-283
Automatic Classification of Three-Phase Flow Patterns of Heavy Oil in a Horizontal Pipe Using Support Vector Machines….Pages 284-294
Wavelets Based on Atomic Function Used in Detection and Classification of Masses in Mammography….Pages 295-304
The Effect of Repeated Measurements on Bayesian Decision Regions for Class Discrimination of Time-Dependent Biological Systems….Pages 305-314
Global Classifier for Confidential Data in Distributed Datasets….Pages 315-324
Undecimated Wavelet Based Autoregressive Model for Anchovy Catches Forecasting….Pages 325-332
Neural Processor as a Dynamic Power Manager for Digital Systems….Pages 333-342
Tank Model Coupled with an Artificial Neural Network….Pages 343-350
Feature Selection Using Artificial Neural Networks….Pages 351-359
Composite Kernels for Support Vector Classification of Hyper-Spectral Data….Pages 360-370
A Constraint-Handling Genetic Algorithm to Power Economic Dispatch….Pages 371-381
Using Genetic Fuzzy Algorithms to Model the Evolution of Climate Variables at San Jorge Gulf Area….Pages 382-393
Digital Filters Using Adjacency Matrix Representation….Pages 394-406
Using Hyper-heuristics for the Dynamic Variable Ordering in Binary Constraint Satisfaction Problems….Pages 407-417
Optimal Design of Multiproduct Batch Plants under Imprecise Demand….Pages 418-428
A Set of Test Cases for Performance Measures in Multiobjective Optimization….Pages 429-439
Some Demonstrations about the Cardinality of Important Sets of Non–dominated Sets….Pages 440-450
Looking Inside Particle Swarm Optimization in Constrained Search Spaces….Pages 451-461
An Approach to Searching for Two-Dimensional Cellular Automata for Recognition of Handwritten Digits….Pages 462-471
Prediction of Pediatric Risk Using a Hybrid Model Based on Soft Computing Techniques….Pages 472-481
Cell Formation with Alternative Routings and Capacity Considerations: A Hybrid Tabu Search Approach….Pages 482-491
Fault Diagnosis of a Vehicle with Soft Computing Methods….Pages 492-502
Hybridization of PSO and a Discrete Position Update Scheme Techniques for Manufacturing Cell Design….Pages 503-512
Estimation of Parameters in Cox’s Proportional Hazard Model: Comparisons between Evolutionary Algorithms and the Newton-Raphson Approach….Pages 513-523
Gravitational Fuzzy Clustering….Pages 524-531
A Fuzzy Approach to Skin Color Detection….Pages 532-542
To Boldly Split: Partitioning Space Filling Curves by Markov Chain Monte Carlo Simulation….Pages 543-553
Impulse Denoising Using Fuzzy and Directional Processing on a DSP….Pages 554-561
A Motion Planning Strategy for Rapidly Finding an Object with a Mobile Manipulator in 3-D Environments….Pages 562-572
Extraction and Specialization of Geo-spatial Objects in Geo-images Using Semantic Compression Algorithm….Pages 573-584
A Hybrid Rough K-Means Algorithm and Particle Swarm Optimization for Image Classification….Pages 585-593
Monocular Model-Based 3D Location for Autonomous Robots….Pages 594-604
A Robust Iterative Closest Point Algorithm with Augmented Features….Pages 605-614
Multi-robot Exploration and Mapping Using Self Biddings and Stop Signals….Pages 615-625
Rhythmic Locomotion Control of Humanoid Robot….Pages 626-635
Strong Probabilistic Planning….Pages 636-652
Parametric Algorithms for Cyclic Scheduling Problems with Applications to Robotics….Pages 653-663
Solving a School Timetabling Problem Using a Bee Algorithm….Pages 664-674
An Efficient Simulated Annealing Algorithm for Feasible Solutions of Course Timetabling….Pages 675-685
On the Definition of Essential and Contingent Properties of Subjective Belief Bases….Pages 686-698
Some Properties of Aggregated Distributions over Expected Values….Pages 699-709
Generators of Fuzzy Operations for Hardware Implementation of Fuzzy Systems….Pages 710-719
Quantitative Possibilistic Networks: Handling Interventions and Ascribing Causality….Pages 720-731
Big Bang Big Crunch Optimization Method Based Fuzzy Model Inversion….Pages 732-740
Choquet Integrals and OWA Criteria as a Natural (and Optimal) Next Step after Linear Aggregation: A New General Justification….Pages 741-753
Building an Affective Model for Intelligent Tutoring Systems with Base on Teachers’ Expertise….Pages 754-764
A Knowledge Discovery Framework for Learning Task Models from User Interactions in Intelligent Tutoring Systems….Pages 765-778
Enhancing Teams with PANCHO to Improve the Training Experience….Pages 779-788
Authoring Neuro-fuzzy Tutoring Systems for M and E-Learning….Pages 789-796
Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach….Pages 797-805
Cooperation Strategies for Pursuit Games: From a Greedy to an Evolutive Approach….Pages 806-815
Multiagent-Based Portfolio Simulation Using Neural Networks….Pages 816-826
Managing Conflicting Beliefs with Fuzzy Trust on the Semantic Web….Pages 827-837
Optimal Agendas and Procedures for N-Issue Negotiation: An Inductive Definition….Pages 838-847
Toward an AgentSpeak(L) Theory of Commitment and Intentional Learning….Pages 848-858
Collective Pathfinding in Dynamic Environments….Pages 859-868
A Research in Agent Negotiation Forms Dynamic Supply Chain….Pages 869-879
BROA: A Bayesian Robotic Agents Architecture….Pages 880-888
Chaos and Budworm Dynamics of Agent Interactions: A Biologically-Inspired Approach to Digital Ecosystems….Pages 889-899
The User’s Human Values Scale Methodology in Recommender Systems from Several Information Sources of the Organization….Pages 900-912
ANT Based Routing Algorithm over a HAP Network with Integrated Services….Pages 913-924
ECA-Rule Visual Programming for Ubiquitous and Nomadic Computing….Pages 925-935
SERS and ANFIS: Fast Identification of the Presence of Retrovirus in CD4 Cells, Cause of AIDS….Pages 936-947
A Radon Transform Based Approach for Extraction of Blood Vessels in Conjunctival Images….Pages 948-956
Identification and Quantification of Pulmonary Emphysema through Pseudocolors….Pages 957-964
Computer-Guided Laparoscopic Training with Application of a Fuzzy Expert System….Pages 965-972
Structural Sensitivity of Neural and Genetic Networks….Pages 973-986
Study of Signalized Intersection Crashes Using Artificial Intelligence Methods….Pages 987-997
Fault Diagnosis of Industrial Systems with Bayesian Networks and Neural Networks….Pages 998-1008
A Comparison between Back Propagation and the Maximum Sensibility Neural Network to Surface Roughness Prediction in Machining of Titanium (Ti 6Al 4V) Alloy….Pages 1009-1019
Comparing Three Simulated Strategies for Cancer Monitoring with Nanorobots….Pages 1020-1030
Back Matter….Pages –
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