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Pattern Recognition

7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Jesús Ariel Carrasco-Ochoa

    1. National Institute of Astrophysics, Optics, and Electronics, Puebla, Mexico

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  2. José Francisco Martí­nez-Trinidad

    1. Nataional Institute of Astrophysics, Optics, and Electronics, Puebla, Mexico

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  3. Juan Humberto Sossa-Azuela

    1. National Polytechnic Institute of Mexico, Ciudad de México, Mexico

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  4. José Arturo Olvera López

    1. Autonomous University of Puebla, Puebla, Mexico

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  5. Fazel Famili

    1. University of Ottawa, Ottawa, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9116)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: MCPR 2015.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XIV
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  2. Pattern Recognition and Artificial Intelligent Techniques

    1. Front Matter

      Pages 1-1
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    2. Recommendation of Process Discovery Algorithms Through Event Log Classification

      • Damián Pérez-Alfonso, Osiel Fundora-Ramírez, Manuel S. Lazo-Cortés, Raciel Roche-Escobar
      Pages 3-12

    3. A New Method Based on Graph Transformation for FAS Mining in Multi-graph Collections

      • Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Andrés Gago-Alonso, José E. Medina-Pagola
      Pages 13-22

    4. Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing

      • Leonardo Ojeda, Roberto Vega, Luis Eduardo Falcon, Gildardo Sanchez-Ante, Humberto Sossa, Javier M. Antelis
      Pages 23-32

    5. A Different Approach for Pruning Micro-clusters in Data Stream Clustering

      • Argenis A. Aroche-Villarruel, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Airel Pérez-Suárez
      Pages 33-43

    6. Computing Constructs by Using Typical Testor Algorithms

      • Manuel S. Lazo-Cortés, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Guillermo Sanchez-Diaz
      Pages 44-53

    7. Improved Learning Rule for LVQ Based on Granular Computing

      • Israel Cruz-Vega, Hugo Jair Escalante
      Pages 54-63

    8. Multitask Reinforcement Learning in Nondeterministic Environments: Maze Problem Case

      • Sajad Manteghi, Hamid Parvin, Ali Heidarzadegan, Yasser Nemati
      Pages 64-73

    9. A Modification of the TPVD Algorithm for Data Embedding

      • J. A. Hernández-Servin, J. Raymundo Marcial-Romero, Vianney Muñoz Jiménez, H. A. Montes-Venegas
      Pages 74-83

    10. Prototype Selection for Graph Embedding Using Instance Selection

      • Magdiel Jiménez-Guarneros, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
      Pages 84-92

    11. Correlation of Resampling Methods for Contrast Pattern Based Classifiers

      • Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
      Pages 93-102

    12. Boosting the Permutation Based Index for Proximity Searching

      • Karina Figueroa, Rodrigo Paredes
      Pages 103-112

  3. Image Processing and Analysis

    1. Front Matter

      Pages 113-113
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    2. Rotation Invariant Tracking Algorithm Based on Circular HOGs

      • Daniel Miramontes-Jaramillo, Vitaly Kober, Víctor Hugo Díaz-Ramírez
      Pages 115-124

    3. Similarity Analysis of Archaeological Potsherds Using 3D Surfaces

      • Edgar Roman-Rangel, Diego Jimenez-Badillo
      Pages 125-134

    4. Automatic Segmentation of Regions of Interest in Breast Thermographic Images

      • Adrian J. Villalobos-Montiel, Mario I. Chacon-Murguia, Jorge D. Calderon-Contreras, Leticia Ortega-Maynez
      Pages 135-144

    5. Automatic Detection of Clouds from Aerial Photographs of Snowy Volcanoes

      • Carolina Chang, Fernando Vaca
      Pages 145-155

    6. A Comparative Study of Robust Segmentation Algorithms for Iris Verification System of High Reliability

      • Mireya S. García-Vázquez, Eduardo Garea-Llano, Juan M. Colores-Vargas, Luis M. Zamudio-Fuentes, Alejandro A. Ramírez-Acosta
      Pages 156-165

  4. Robotics and Computer Vision

    1. Front Matter

      Pages 167-167
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Other volumes

  1. Pattern Recognition

Keywords

About this book

This book constitutes the refereed proceedings of the 7th Mexican Conference on Pattern Recognition, MCPR 2015, held in Mexico City Mexico, in June 2015.

The 30 revised full papers presented were carefully reviewed and selected from 63 submissions. The papers are organized in topical sections on pattern recognition and artificial intelligence; image processing and analysis; robotics and computer vision; natural language processing and recognition; and applications of pattern recognition.

Editors and Affiliations

  • National Institute of Astrophysics, Optics, and Electronics, Puebla, Mexico

    Jesús Ariel Carrasco-Ochoa

  • Nataional Institute of Astrophysics, Optics, and Electronics, Puebla, Mexico

    José Francisco Martí­nez-Trinidad

  • National Polytechnic Institute of Mexico, Ciudad de México, Mexico

    Juan Humberto Sossa-Azuela

  • Autonomous University of Puebla, Puebla, Mexico

    José Arturo Olvera López

  • University of Ottawa, Ottawa, Canada

    Fazel Famili

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