Advances in Soft Computing: 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011, Proceedings, Part II

Front Matter....Pages -
Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic....Pages 1-12
No-Free-Lunch Result for Interval and Fuzzy Computing: When Bounds Are Unusually Good, Their Computation Is Unusually Slow....Pages 13-23
Intelligent Robust Control of Dynamic Systems with Partial Unstable Generalized Coordinates Based on Quantum Fuzzy Inference....Pages 24-36
Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Process....Pages 37-45
Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach....Pages 46-57
ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem....Pages 58-69
Estimating Probability of Failure of a Complex System Based on Inexact Information about Subsystems and Components, with Potential Applications to Aircraft Maintenance....Pages 70-81
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning....Pages 82-94
Evaluating Probabilistic Models Learned from Data....Pages 95-106
A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains....Pages 107-118
Hyperheuristic for the Parameter Tuning of a Bio-Inspired Algorithm of Query Routing in P2P Networks....Pages 119-130
Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions....Pages 131-142
Fundamental Features of Metabolic Computing....Pages 143-152
Clustering Ensemble Framework via Ant Colony....Pages 153-164
Global Optimization with the Gaussian Polytree EDA....Pages 165-176
Comparative Study of BSO and GA for the Optimizing Energy in Ambient Intelligence....Pages 177-188
Modeling Prey-Predator Dynamics via Particle Swarm Optimization and Cellular Automata....Pages 189-200
Topic Mining Based on Graph Local Clustering....Pages 201-212
SC Spectra: A Linear-Time Soft Cardinality Approximation for Text Comparison....Pages 213-224
Times Series Discretization Using Evolutionary Programming....Pages 225-234
Clustering of Heterogeneously Typed Data with Soft Computing - A Case Study....Pages 235-248
Regional Flood Frequency Estimation for the Mexican Mixteca Region by Clustering Techniques....Pages 249-260
Border Samples Detection for Data Mining Applications Using Non Convex Hulls....Pages 261-272
An Active System for Dynamic Vertical Partitioning of Relational Databases....Pages 273-284
Efficiency Analysis in Content Based Image Retrieval Using RDF Annotations....Pages 285-296
Automatic Identification of Web Query Interfaces....Pages 297-306
A GRASP with Strategic Oscillation for a Commercial Territory Design Problem with a Routing Budget Constraint....Pages 307-318
Hybrid Intelligent Speed Control of Induction Machines Using Direct Torque Control....Pages 319-330
A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms....Pages 331-342
Crawling to Improve Multimodal Emotion Detection....Pages 343-350
Improving the MLP Learning by Using a Method to Calculate the Initial Weights of the Network Based on the Quality of Similarity Measure....Pages 351-362
Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure....Pages 363-373
Wavelet Neural Network Algorithms with Applications in Approximation Signals....Pages 374-385
Similar Image Recognition Inspired by Visual Cortex....Pages 386-397
Regularization with Adaptive Neighborhood Condition for Image Denoising....Pages 398-406
Multiple Target Tracking with Motion Priors....Pages 407-418
Control of a Service Robot Using the Mexican Sign Language....Pages 419-430
Analysis of Human Skin Hyper-Spectral Images by Non-negative Matrix Factorization....Pages 431-442
Similarity Metric Behavior for Image Retrieval Modeling in the Context of Spline Radial Basis Function....Pages 443-451
A Comparative Review of Two-Pass Connected Component Labeling Algorithms....Pages 452-462
A Modification of the Mumford-Shah Functional for Segmentation of Digital Images with Fractal Objects....Pages 463-473
Robust RML Estimator - Fuzzy C-Means Clustering Algorithms for Noisy Image Segmentation....Pages 474-486
Processing and Classification of Multichannel Remote Sensing Data....Pages 487-498
Iris Image Evaluation for Non-cooperative Biometric Iris Recognition System....Pages 499-509
Optimization of Parameterized Compactly Supported Orthogonal Wavelets for Data Compression....Pages 510-521
Efficient Pattern Recalling Using a Non Iterative Hopfield Associative Memory....Pages 522-529
Back Matter....Pages -