MICAI 2011:
Puebla,
Mexico
Ildar Z. Batyrshin, Grigori Sidorov (Eds.):
Advances in Soft Computing - 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011, Proceedings, Part II.
Lecture Notes in Computer Science 7095 Springer 2011, ISBN 978-3-642-25329-4
Fuzzy Logic,
Uncertainty and Probabilistic Reasoning
- Leticia Cervantes, Oscar Castillo, Patricia Melin:
Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic.
1-12
- Martine Ceberio, Vladik Kreinovich:
No-Free-Lunch Result for Interval and Fuzzy Computing: When Bounds Are Unusually Good, Their Computation Is Unusually Slow.
13-23
- Andrey Mishin, Sergey Ulyanov:
Intelligent Robust Control of Dynamic Systems with Partial Unstable Generalized Coordinates Based on Quantum Fuzzy Inference.
24-36
- Pablo Hernández Torres, María Angélica Espejel Rivera, Luis Enrique Ramos Velasco, Julio Cesar Ramos Fernández, Julio Waissman Vilanova:
Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Process.
37-45
- Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez Díaz:
Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach.
46-57
- Enrique Naredo, Oscar Castillo:
ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem.
58-69
- Vladik Kreinovich, Christelle Jacob, Didier Dubois, Janette Cardoso, Martine Ceberio, Ildar Z. Batyrshin:
Estimating Probability of Failure of a Complex System Based on Inexact Information about Subsystems and Components, with Potential Applications to Aircraft Maintenance.
70-81
- Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof:
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.
82-94
- Pablo H. Ibargüengoytia, Miguel Angel Delgadillo, Uriel A. García:
Evaluating Probabilistic Models Learned from Data.
95-106
Evolutionary Algorithms and Other Naturally-Inspired Algorithms
- Arturo Rodriguez-Cristerna, José Torres-Jiménez, Ivan Rivera-Islas, Cindy G. Hernandez-Morales, Hillel Romero-Monsivais, Adán José García:
A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains.
107-118
- Paula Hernández Hernández, Claudia Gómez Santillán, Laura Cruz, Carlos Alberto Ochoa Ortíz Zezzatti, Norberto Castillo, Gilberto Rivera Zarate:
Hyperheuristic for the Parameter Tuning of a Bio-Inspired Algorithm of Query Routing in P2P Networks.
119-130
- Fevrier Valdez, Patricia Melin, Oscar Castillo:
Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions.
131-142
- Ralf Hofestädt:
Fundamental Features of Metabolic Computing.
143-152
- Hamid Parvin, Akram Beigi:
Clustering Ensemble Framework via Ant Colony.
153-164
- Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce:
Global Optimization with the Gaussian Polytree EDA.
165-176
- Wendoly J. Gpe. Romero-Rodríguez, Victor Manuel Zamudio Rodríguez, Maria del Rosario Baltazar-Flores, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz:
Comparative Study of BSO and GA for the Optimizing Energy in Ambient Intelligence.
177-188
- Mario Martínez-Molina, Marco A. Moreno-Armendariz, Nareli Cruz Cortés, Juan Carlos Seck Tuoh Mora:
Modeling Prey-Predator Dynamics via Particle Swarm Optimization and Cellular Automata.
189-200
Data Mining
- Sara Elena Garza Villarreal, Ramón F. Brena:
Topic Mining Based on Graph Local Clustering.
201-212
- Sergio Jiménez Vargas, Alexander F. Gelbukh:
SC Spectra: A Linear-Time Soft Cardinality Approximation for Text Comparison.
213-224
- Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Times Series Discretization Using Evolutionary Programming.
225-234
- Angel Fernando Kuri Morales, Daniel Trejo-Baños, Luis Enrique Cortes-Berrueco:
Clustering of Heterogeneously Typed Data with Soft Computing - A Case Study.
235-248
- Felix Emilio Luis-Pérez, Raúl Cruz-Barbosa, Gabriela Álvarez-Olguin:
Regional Flood Frequency Estimation for the Mexican Mixteca Region by Clustering Techniques.
249-260
- Asdrúbal López Chau, Xiaoou Li, Wen Yu, Jair Cervantes, Pedro Mejía-Alvarez:
Border Samples Detection for Data Mining Applications Using Non Convex Hulls.
261-272
- Lisbeth Rodriguez, Xiaoou Li, Pedro Mejía-Alvarez:
An Active System for Dynamic Vertical Partitioning of Relational Databases.
273-284
- Carlos E. Alvez, Aldo R. Vecchietti:
Efficiency Analysis in Content Based Image Retrieval Using RDF Annotations.
285-296
- Heidy Marisol Marín Castro, Víctor Jesús Sosa Sosa, Ivan López-Arévalo:
Automatic Identification of Web Query Interfaces.
297-306
Neural Networks and Hybrid Intelligent Systems
- Roger Z. Ríos-Mercado, Juan C. Salazar-Acosta:
A GRASP with Strategic Oscillation for a Commercial Territory Design Problem with a Routing Budget Constraint.
307-318
- Fernando David Ramirez Figueroa, Alfredo Victor Mantilla Caeiros:
Hybrid Intelligent Speed Control of Induction Machines Using Direct Torque Control.
319-330
- Daniela Sánchez, Patricia Melin, Oscar Castillo:
A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms.
331-342
- Diego R. Cueva, Rafael A. M. Gonçalves, Fábio Cozman, Marcos Ribeiro Pereira Barretto:
Crawling to Improve Multimodal Emotion Detection.
343-350
- Yaima Filiberto Cabrera, Rafael Bello Pérez, Yailé Caballero Mota, Gonzalo Ramos-Jiménez:
Improving the MLP Learning by Using a Method to Calculate the Initial Weights of the Network Based on the Quality of Similarity Measure.
351-362
- Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure.
363-373
- Carlos Roberto Domínguez Mayorga, María Angélica Espejel Rivera, Luis Enrique Ramos Velasco, Julio Cesar Ramos Fernández, Enrique Escamilla Hernández:
Wavelet Neural Network Algorithms with Applications in Approximation Signals.
374-385
Computer Vision and Image Processing
- Urszula Markowska-Kaczmar, Adam Puchalski:
Similar Image Recognition Inspired by Visual Cortex.
386-397
- Félix Calderón, Carlos A. Júnez-Ferreira:
Regularization with Adaptive Neighborhood Condition for Image Denoising.
398-406
- Francisco Madrigal, Mariano Rivera, Jean-Bernard Hayet:
Multiple Target Tracking with Motion Priors.
407-418
- Felix Emilio Luis-Pérez, Felipe Trujillo-Romero, Wilebaldo Martínez-Velazco:
Control of a Service Robot Using the Mexican Sign Language.
419-430
- July Galeano, Romuald Jolivot, Franck Marzani:
Analysis of Human Skin Hyper-Spectral Images by Non-negative Matrix Factorization.
431-442
- Leticia Flores-Pulido, Oleg Starostenko, Gustavo Rodríguez Gómez, Edgar Alberto Portilla-Flores, Marva Angelica Mora Lumbreras, Francisco Javier Albores-Velasco, Marlon Luna Sánchez, Patrick Hernández Cuamatzi:
Similarity Metric Behavior for Image Retrieval Modeling in the Context of Spline Radial Basis Function.
443-451
- Uriel H. Hernandez Belmonte, Víctor Ayala-Ramírez, Raúl Enrique Sánchez-Yáñez:
A Comparative Review of Two-Pass Connected Component Labeling Algorithms.
452-462
- Carlos Guillén Galván, Daniel Valdés Amaro, Jesus Uriarte Adrián:
A Modification of the Mumford-Shah Functional for Segmentation of Digital Images with Fractal Objects.
463-473
- Dante Mújica-Vargas, Francisco J. Gallegos Funes, Alberto Rosales-Silva, Rene Cruz-Santiago:
Robust RML Estimator - Fuzzy C-Means Clustering Algorithms for Noisy Image Segmentation.
474-486
- Vladimir V. Lukin, Nikolay N. Ponomarenko, Andrey A. Kurekin, Oleksiy B. Pogrebnyak:
Processing and Classification of Multichannel Remote Sensing Data.
487-498
- Juan Miguel Colores-Vargas, Mireya S. García-Vázquez, Alejandro Alvaro Ramírez-Acosta, Héctor Pérez-Meana:
Iris Image Evaluation for Non-cooperative Biometric Iris Recognition System.
499-509
- Oscar Herrera-Alcantara, Miguel González-Mendoza:
Optimization of Parameterized Compactly Supported Orthogonal Wavelets for Data Compression.
510-521
- José Juan Carbajal Hernández, Luis Pastor Sánchez Fernández:
Efficient Pattern Recalling Using a Non Iterative Hopfield Associative Memory.
522-529
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