MICAI 2007: Advances in Artificial Intelligence: 6th Mexican International Conference on Artificial Intelligence, Aguascalientes, Mexico, November 4-10, 2007, ProceedingsAlexander Gelbukh, Àngel Fernando Kuri Morales Artificial Intelligence is a branch of computer science that studies heuristic methods of solving complex problems. Historically the first such tasks modeled human intellectual activity: reasoning, learning, seeing and speaking. Later similar methods were extended to super-complex optimization problems that appear in science, social life and industry. Many methods of Artificial Intelligence are borrowed from nature, where there occur similar super-complex problems such as those related to survival, development, and behavior of living organisms. The Mexican International Conference on Artificial Intelligence (MICAI), a yearly international conference series organized by the Mexican Society for Artificial Intelligence (SMIA), is a major international AI forum and the main event in the academic life of the country’s growing AI community. The proceedings of the previous MICAI events were published by Springer in its Lecture Notes in Artificial Intelligence (LNAI) series, vol. 1793, 2313, 2972, 3789, and 4293. Since its foundation in 2000, the conference has shown a stable growth in popularity (see Figures 1 and 3) and improvement in quality (see Fig. 2). The 25% acceptance rate milestone was passed for the first time this year. |
Contents
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Collective Methods on Flock Traffic Navigation Based on Negotiation | 52 |
A New Global Optimization Algorithm Inspired by Parliamentary Political Competitions | 61 |
Discovering Promising Regions to Help Global Numerical Optimization Algorithms | 72 |
PCB Inspection Using Image Processing and Wavelet Transform | 634 |
A SingleFrame SuperResolution Innovative Approach | 640 |
Shadows Attenuation for Robust Object Recognition | 650 |
Fuzzy Directional Adaptive Recursive Temporal Filter for Denoising of Video Sequences | 660 |
Bars Problem Solving New Neural Network Method and Comparison | 671 |
A CoarseandFine Bayesian Belief Propagation for Correspondence Problems in Computer Vision | 683 |
3D Object Recognition Based on Low Frequency Response and Random Feature Selection | 694 |
Image Processing for 3D Reconstruction Using a Modified Fourier Transform Profilometry Method | 705 |
Clustering Search Approach for the Traveling Tournament Problem | 83 |
Stationary Fokker Planck Learning for the Optimization of Parameters in Nonlinear Models | 94 |
From Horn Strong Backdoor Sets to Ordered Strong Backdoor Sets | 105 |
An MAry Quality Indicator for the Evaluation of Nondominated Sets | 118 |
Approximating the epsilonEfficient Set of an MOP with Stochastic Search Algorithms | 128 |
Towards a Hybrid Approach | 139 |
Radial Basis Function Neural Network Based on Order Statistics | 150 |
Temperature Cycling on Simulated Annealing for Neural Network Learning | 161 |
On Conditions for Intermittent Search in Selforganizing Neural Networks | 172 |
Similarity Clustering of Music Files According to User Preference | 182 |
Complete Recall on AlphaBeta Heteroassociative Memory | 193 |
A Computational Framework for Integrated Cognition of Higher Cognitive Abilities | 203 |
A RuleBased System for Assessing Consistency Between UML Models | 215 |
Partial SatisfiabilityBased Merging | 225 |
Optimizing Inference in Bayesian Networks and Semiring Valuation Algebras | 236 |
Compiling Solution Configurations in Semiring Valuation Systems | 248 |
Implementing Knowledge Update Sequences | 260 |
On Reachability of Minimal Models of MultilatticeBased Logic Programs | 271 |
Update Sequences Based on Minimal Generalized Pstable Models | 283 |
PStable Semantics for Possibilistic Logic Programs | 294 |
Improving Efficiency of Prolog Programs by Fully Automated UnfoldFold Transformation | 305 |
AWord Equation Solver Based on Levensthein Distance | 316 |
Simple ModelBased Exploration and Exploitation of Markov Decision Processes Using the Elimination Algorithm | 327 |
A Simple Model for Assessing Output Uncertainty in Stochastic Simulation Systems | 337 |
An Empirically Terminological Point of View on Agentism in the Artificial | 348 |
Inductive Logic Programming Algorithm for Estimating Quality of Partial Plans | 359 |
Modeling EmotionInfluenced Social Behavior for Intelligent Virtual Agents | 370 |
JustinTime Monitoring of Project Activities Through Temporal Reasoning | 381 |
A New Least Squares Support Vector Machine Kernel for Approximation | 392 |
Evolutionary Feature and Parameter Selection in Support Vector Regression | 399 |
Learning Models of Relational MDPs Using Graph Kernels | 409 |
Weighted InstanceBased Learning Using Representative Intervals | 420 |
A Novel Information Theory Method for Filter Feature Selection | 431 |
Building Fine Bayesian Networks Aided by PSOBased Feature Selection | 441 |
Two Simple and Effective Feature Selection Methods for Continuous Attributes with Discrete Multiclass | 452 |
An Incremental Approach for the Gravitational Clustering | 462 |
On the Influence of Class Information in the TwoStage Clustering of a Human Brain Tumour Dataset | 472 |
Learning Collaboration Links in a Collaborative Fuzzy Clustering Environment | 483 |
Algorithm for Graphical Bayesian Modeling Based on Multiple Regressions | 496 |
Coordinating Returns Policies and Marketing Plans for Profit Optimization in EBusiness Based on a Hybrid Data Mining Process | 507 |
An EM Algorithm to Learn Sequences in the Wavelet Domain | 518 |
Assessment of Personal Importance Based on Social Networks | 529 |
Optimization Procedure for Predicting Nonlinear Time Series Based on a NonGaussian Noise Model | 540 |
An Improved Training Algorithm of Neural Networks for Time Series Forecasting | 550 |
Evolved Kernel Method for Time Series | 559 |
Using Ant Colony Optimization and Selforganizing Map for Image Segmentation | 570 |
Correspondence Regions and Structured Images | 580 |
The Wavelet Based Contourlet Transform and Its Application to Feature Preserving Image Coding | 590 |
Design of an Evolutionary Codebook Based on Morphological Associative Memories | 601 |
A ShapeBased Model for Visual Information Retrieval | 612 |
An Indexing and Retrieval System of Historic Art Images Based on Fuzzy Shape Similarity | 623 |
3D Space Representation by Evolutive Algorithms | 713 |
Knowledge Acquisition and Automatic Generation of Rules for the Inference Machine CLIPS | 725 |
OnLine Rectification of Sport Sequences with Moving Cameras | 736 |
A New Person Tracking Method for HumanRobot Interaction Intended for Mobile Devices | 747 |
ExampleBased Face Shape Recovery Using the Zenith Angle of the Surface Normal | 758 |
Feature Extraction and Face Verification Using Gabor and Gaussian Mixture Models | 769 |
Lips Shape Extraction Via Active Shape Model and Local Binary Pattern | 779 |
Continuous Stereo Gesture Recognition with Multilayered Silhouette Templates and Support Vector Machines | 789 |
SmallTime Local Controllability of a Differential Drive Robot with a Limited Sensor for LandmarkBased Navigation | 800 |
Learning Performance in Evolutionary Behavior Based Mobile Robot Navigation | 811 |
The Case Study of MajorClust | 821 |
Taking Advantage of the Web for Text Classification with Imbalanced Classes | 831 |
A Classifier System for Author Recognition Using SynonymBased Features | 839 |
Variants of Tree Kernels for XML Documents | 850 |
Performant Applications of Enertex Algorithm in Text Summarization and Topic Segmentation | 861 |
A New Hybrid Summarizer Based on Vector Space Model Statistical Physics and Linguistics | 872 |
Graph Decomposition Approaches for Terminology Graphs | 883 |
An Improved Fast Algorithm of Frequent String Extracting with no Thesaurus | 894 |
Using Lexical Patterns for Extracting Hyponyms from the Web | 904 |
On the Usage of Morphological Tags for Grammar Induction | 912 |
WebBased Model for Disambiguation of Prepositional Phrase Usage | 922 |
Identification of Chinese Verb Nominalization Using Support Vector Machine | 933 |
Enrichment of Automatically Generated Texts Using Metaphor | 944 |
An Integrated Reordering Model for Statistical Machine Translation | 955 |
Hobbs Algorithm for Pronoun Resolution in Portuguese | 966 |
Automatic Acquisition of Attribute Host by Selectional Constraint Resolution | 975 |
Automatic Job Offer Processing System for Human Resources | 985 |
How Context and Semantic Information Can Help a Machine Learning System? | 996 |
Auditory Cortical Representations of Speech Signals for Phoneme Classification | 1004 |
Using Adaptive Filter and Wavelets to Increase Automatic Speech Recognition Rate in Noisy Environment | 1015 |
An Iterative Approach to the Sphinx Algorithm | 1025 |
Emotion Estimation Algorithm Based on Interpersonal Emotion Included in Emotional Dialogue Sentences | 1035 |
The Framework of Mental State Transition Analysis | 1046 |
Integration of Symmetry and Macrooperators in Planning | 1056 |
Planning by Guided HillClimbing | 1067 |
An Algorithm for the Packing in Product Transportation Problems with Multiple Loading and Routing Variants | 1078 |
On the Performance of Deterministic Sampling in Probabilistic Roadmap Planning | 1089 |
Hybrid Evolutionary Algorithm for Flowtime Minimisation in NoWait Flowshop Scheduling | 1099 |
A Case Study | 1110 |
Analysis of DNADimer Distribution in Retroviral Genomes Using a Bayesian Networks Induction Technique Based on Genetic Algorithms | 1122 |
SELDITOFMS Pattern Analysis for Cancer Detection as a Base for Diagnostic Software | 1132 |
Three Dimensional Modeling of Individual Vessels Based on Matching of Adaptive Control Points | 1143 |
Design and Implementation of Petrinet Based Distributed Control Architecture for Robotic Manufacturing Systems | 1151 |
Multi Sensor Data Fusion for High Speed Machining | 1162 |
Application to the DAMADICS Benchmark Problem | 1173 |
Sliding Mode Control of a Hydrocarbon Degradation in Biopile System Using Recurrent Neural Network Model | 1184 |
A Data Mining Approach | 1195 |
Features Selection Through FSTestors in CaseBased Systems of TeachingLearning | 1206 |
Heuristic Optimization Methods for Generating Test from a Question Bank | 1218 |
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