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Advances in Soft Computing

9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II

  • Conference proceedings
  • © 2010

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Editors:
  1. Grigori Sidorov

    1. Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico City, México

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  2. Arturo Hernández Aguirre

    1. Centro de Investigación en Matemáticas (CIMAT), Area de Computación, Guanajuato, México

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  3. Carlos Alberto Reyes García

    1. Ciencias Computacionales, Instituto Nacional de Astrofísica, Optica y Electrónica (INAOE), Puebla, México

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6438)

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

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Conference proceedings info: MICAI 2010.

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Table of contents (43 papers)

  1. Front Matter

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  2. Invited Paper

    1. Discovering Role of Linguistic Geometry

      • Boris Stilman, Vladimir Yakhnis, Oleg Umanskiy
      Pages 1-21

  3. Machine Learning and Pattern Recognition

    1. Elkan’s k-Means Algorithm for Graphs

      • Brijnesh J. Jain, Klaus Obermayer
      Pages 22-32

    2. A Simple Approach to Incorporate Label Dependency in Multi-label Classification

      • Everton Alvares Cherman, Jean Metz, Maria Carolina Monard
      Pages 33-43

    3. Methods and Algorithms of Information Generalization in Noisy Databases

      • Vadim Vagin, Marina Fomina
      Pages 44-55

    4. Object Class Recognition Using SIFT and Bayesian Networks

      • Leonardo Chang, Miriam Monica Duarte, Luis Enrique Sucar, Eduardo F. Morales
      Pages 56-66

    5. Boosting Based Conditional Quantile Estimation for Regression and Binary Classification

      • Songfeng Zheng
      Pages 67-79

    6. A Fast Fuzzy Cocke-Younger-Kasami Algorithm for DNA and RNA Strings Analysis

      • Herón Molina-Lozano
      Pages 80-91

    7. A Fast Implementation of the CT_EXT Algorithm for the Testor Property Identification

      • Guillermo Sanchez-Diaz, Ivan Piza-Davila, Manuel Lazo-Cortes, Miguel Mora-Gonzalez, Javier Salinas-Luna
      Pages 92-103

    8. Supervised Probabilistic Classification Based on Gaussian Copulas

      • Rogelio Salinas-Gutiérrez, Arturo Hernández-Aguirre, Mariano J. J. Rivera-Meraz, Enrique R. Villa-Diharce
      Pages 104-115

    9. Text-Independent Speaker Identification Using VQ-HMM Model Based Multiple Classifier System

      • Ali Zulfiqar, Aslam Muhammad, Ana Maria Martinez-Enriquez, G. Escalada-Imaz
      Pages 116-125

    10. Towards One-Class Pattern  Recognition in Brain Activity  via Neural Networks

      • Omer Boehm, David R. Hardoon, Larry M. Manevitz
      Pages 126-137

    11. Real Time Tracking of Musical Performances

      • Antonio Camarena-Ibarrola, Edgar Chávez
      Pages 138-148

    12. Recognizing Dactylogical Symbols with Image Segmentation and a New Differentiated Weighting Scheme

      • Laura Jeanine Razo Gil, Salvador Godoy-Calderón, Ricardo Barrón Fernández
      Pages 149-162

  4. Automatic Learning for Natural Language Processing

    1. Selecting Candidate Labels for Hierarchical Document Clusters Using Association Rules

      • Fabiano Fernandes dos Santos, Veronica Oliveira de Carvalho, Solange Oliveira Rezende
      Pages 163-176

    2. Recognizing Textual Entailment Using a Machine Learning Approach

      • Miguel Angel Ríos Gaona, Alexander Gelbukh, Sivaji Bandyopadhyay
      Pages 177-185

    3. Detection of Different Authorship of Text Sequences through Self-organizing Maps and Mutual Information Function

      • Antonio Neme, Blanca Lugo, Alejandra Cervera
      Pages 186-195

    4. Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish

      • Olga Kolesnikova, Alexander Gelbukh
      Pages 196-207

  5. Hybrid Intelligent Systems and Neural Networks

    1. On the Structure of Elimination Trees for Bayesian Network Inference

      • Kevin Grant, Keilan Scholten
      Pages 208-220

    2. CBR and Neural Networks Based Technique for Predictive Prefetching

      • Sohail Sarwar, Zia Ul-Qayyum, Owais Ahmed Malik
      Pages 221-232
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Other volumes

  1. Advances in Artificial Intelligence

  2. Advances in Soft Computing

Keywords

About this book

Artificial intelligence (AI) is a branch of computer science that models the human ability of reasoning, usage of human language and organization of knowledge, solving problems and practically all other human intellectual abilities. Usually it is characterized by the application of heuristic methods because in the majority of cases there is no exact solution to this kind of problem. Soft computing can be viewed as a branch of AI that deals with the problems that explicitly contain incomplete or complex information, or are known to be impossible for direct computation, i.e., these are the same problems as in AI but viewed from the perspective of their computation. 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. In 2010, SMIA celebrated 10 years of activity related to the organization of MICAI as is represented in its slogan “Ten years on the road with AI”. MICAI conferences traditionally publish high-quality papers in all areas of artificial intelligence and its applications. The proceedings of the previous MICAI events were also published by Springer in its Lecture Notes in Artificial Intelligence (LNAI) series, vols. 1793, 2313, 2972, 3789, 4293, 4827, 5317, and 5845. Since its foundation in 2000, the conference has been growing in popularity and improving in quality.

Editors and Affiliations

  • Centro de Investigación en Computación, Instituto Politécnico Nacional, Mexico City, México

    Grigori Sidorov

  • Centro de Investigación en Matemáticas (CIMAT), Area de Computación, Guanajuato, México

    Arturo Hernández Aguirre

  • Ciencias Computacionales, Instituto Nacional de Astrofísica, Optica y Electrónica (INAOE), Puebla, México

    Carlos Alberto Reyes García

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