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Advances in Soft Computing

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

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Ildar Batyrshin

    1. Mexican Petroleum Institute (IMP), Eje Central Lazaro Cardenas Norte, Mexico DF, Mexico

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  2. Grigori Sidorov

    1. National Polytechnic Institute (IPN), Center for Computing Research (CIC), Mexico D.F., Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7095)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: MICAI 2011.

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Table of contents (46 papers)

  1. Front Matter

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  2. Fuzzy Logic, Uncertainty and Probabilistic Reasoning

    1. Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic

      • Leticia Cervantes, Oscar Castillo, Patricia Melin
      Pages 1-12

    2. No-Free-Lunch Result for Interval and Fuzzy Computing: When Bounds Are Unusually Good, Their Computation Is Unusually Slow

      • Martine Ceberio, Vladik Kreinovich
      Pages 13-23

    3. Intelligent Robust Control of Dynamic Systems with Partial Unstable Generalized Coordinates Based on Quantum Fuzzy Inference

      • Andrey Mishin, Sergey Ulyanov
      Pages 24-36

    4. Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Process

      • Pablo Hernández Torres, María Angélica Espejel Rivera, Luis Enrique Ramos Velasco, Julio Cesar Ramos Fernández, Julio Waissman Vilanova
      Pages 37-45

    5. Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach

      • Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez-Díaz
      Pages 46-57

    6. ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem

      • Enrique Naredo, Oscar Castillo
      Pages 58-69

    7. Estimating Probability of Failure of a Complex System Based on Inexact Information about Subsystems and Components, with Potential Applications to Aircraft Maintenance

      • Vladik Kreinovich, Christelle Jacob, Didier Dubois, Janette Cardoso, Martine Ceberio, Ildar Batyrshin
      Pages 70-81

    8. Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning

      • Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
      Pages 82-94

    9. Evaluating Probabilistic Models Learned from Data

      • Pablo H. Ibargüengoytia, Miguel A. Delgadillo, Uriel A. García
      Pages 95-106

  3. Evolutionary Algorithms and Other Naturally-Inspired Algorithms

    1. A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains

      • Arturo Rodriguez-Cristerna, José Torres-Jiménez, Ivan Rivera-Islas, Cindy G. Hernandez-Morales, Hillel Romero-Monsivais, Adan Jose-Garcia
      Pages 107-118

    2. Hyperheuristic for the Parameter Tuning of a Bio-Inspired Algorithm of Query Routing in P2P Networks

      • Paula Hernández, Claudia Gómez, Laura Cruz, Alberto Ochoa, Norberto Castillo, Gilberto Rivera
      Pages 119-130

    3. Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions

      • Fevrier Valdez, Patricia Melin, Oscar Castillo
      Pages 131-142

    4. Fundamental Features of Metabolic Computing

      • Ralf Hofestädt
      Pages 143-152

    5. Clustering Ensemble Framework via Ant Colony

      • Hamid Parvin, Akram Beigi
      Pages 153-164

    6. Global Optimization with the Gaussian Polytree EDA

      • Ignacio Segovia Domínguez, Arturo Hernández Aguirre, Enrique Villa Diharce
      Pages 165-176

    7. Comparative Study of BSO and GA for the Optimizing Energy in Ambient Intelligence

      • Wendoly J. Gpe. Romero-Rodríguez, Victor Manuel Zamudio Rodríguez, Rosario Baltazar Flores, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria Alcaraz
      Pages 177-188

    8. Modeling Prey-Predator Dynamics via Particle Swarm Optimization and Cellular Automata

      • Mario Martínez-Molina, Marco A. Moreno-Armendáriz, Nareli Cruz-Cortés, Juan Carlos Seck Tuoh Mora
      Pages 189-200

  4. Data Mining

    1. Topic Mining Based on Graph Local Clustering

      • Sara Elena Garza Villarreal, Ramón F. Brena
      Pages 201-212

    2. SC Spectra: A Linear-Time Soft Cardinality Approximation for Text Comparison

      • Sergio Jiménez Vargas, Alexander Gelbukh
      Pages 213-224
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Other volumes

  1. Advances in Artificial Intelligence

  2. Advances in Soft Computing

Keywords

About this book

The two-volume set LNAI 7094 and 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully selected from XXX submissions. The second volume contains 46 papers focusing on soft computing. The papers are organized in the following topical sections: fuzzy logic, uncertainty and probabilistic reasoning; evolutionary algorithms and other naturally-inspired algorithms; data mining; neural networks and hybrid intelligent systems; and computer vision and image processing.

Editors and Affiliations

  • Mexican Petroleum Institute (IMP), Eje Central Lazaro Cardenas Norte, Mexico DF, Mexico

    Ildar Batyrshin

  • National Polytechnic Institute (IPN), Center for Computing Research (CIC), Mexico D.F., Mexico

    Grigori Sidorov

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