Advertisement

Nature-Inspired Computation and Machine Learning

13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II

  • Alexander Gelbukh
  • Félix Castro Espinoza
  • Sofía N. Galicia-Haro

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8857)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8857)

Table of contents

  1. Front Matter
  2. Genetic and Evolutionary Algorithms

    1. Noel E. Rodriguez-Maya, Mario Graff, Juan J. Flores
      Pages 1-12
    2. Abel García-Nájera, María del Carmen Gómez-Fuentes
      Pages 13-24
    3. Thiago Gomes Nepomuceno Da Silva, Leonardo Sampaio Rocha, José Everardo Bessa Maia
      Pages 25-37
    4. José Roberto Méndez Rosiles, Antonin Ponsich, Eric Alfredo Rincón García, Roman Anselmo Mora Gutiérrez
      Pages 38-49
    5. Erick De La Vega, Juan J. Flores, Mario Graff
      Pages 50-60
  3. Neural Networks

    1. Best Paper Award, First Place

      1. Angel Fernando Kuri-Morales
        Pages 72-84
      2. Sergio Miguel Hernández Manzano, Ieroham Baruch
        Pages 95-104
    2. Best Paper Award, Second Place

      1. Moulay Rachid Douiri, El Batoul Mabrouki, Ouissam Belghazi, Mohamed Ferfra, Mohamed Cherkaoui
        Pages 105-115
      2. Moulay Rachid Douiri, Mohamed Ferfra, Ouissam Belghazi, Mohamed Cherkaoui
        Pages 116-127
  4. Machine Learning

    1. Dalia Rodríguez-Salas, Manuel S. Lazo-Cortés, Ramón A. Mollineda, J. Arturo Olvera-López, Jorge de la Calleja, Antonio Benitez
      Pages 128-139
    2. Mohammad Iman Jamnejad, Sajad Parvin, Ali Heidarzadegan, Mohsen Moshki
      Pages 140-151
    3. Luis Carlos Padierna, Juan Martín Carpio, María del Rosario Baltazar, Héctor José Puga, Héctor Joaquín Fraire
      Pages 152-159
    4. Millaray Curilem, Fernando Huenupan, Cesar San Martin, Gustavo Fuentealba, Carlos Cardona, Luis Franco et al.
      Pages 160-171
    5. Pablo H. Ibargüengoytia, Alberto Reyes, Inés Romero-Leon, David Pech, Uriel A. García, Luis Enrique Sucar et al.
      Pages 184-197
    6. Gonzalo Acuña, Millaray Curilem, Beatriz Araya, Francisco Cubillos, Rodrigo Miranda, Fernanda Garrido
      Pages 198-205
    7. Adnan Amin, Changez Khan, Imtiaz Ali, Sajid Anwar
      Pages 206-218
  5. Machine Learning Applications to Audio and Text

    1. Alain Manzo-Martínez, Jose Antonia Camarena-Ibarrola
      Pages 219-230
    2. Sohail Masood, Ismael Soto, Ayyaz Hussain, M. Arfan Jaffar
      Pages 231-241
    3. Gabriela Oliva-Juarez, Fabiola Martinez-Licona, Alma Martinez-Licona, John Goddard-Close
      Pages 252-262
    4. Partha Pakray, Alexander Gelbukh
      Pages 263-271
    5. Pablo N. Mazzucchi-Augel, Héctor G. Ceballos
      Pages 272-284
  6. Data Mining

    1. Anilu Franco-Arcega, Kristell D. Franco-Sánchez, Felix A. Castro-Espinoza, Luis H. García-Islas
      Pages 285-295
    2. Lisbeth Rodríguez-Mazahua, Giner Alor-Hernández, Ma. Antonieta Abud-Figueroa, S. Gustavo Peláez-Camarena
      Pages 296-309
    3. Ping He, Xiaohua Xu
      Pages 310-318
    4. Best Student Paper Award

      1. Ivan Adrian Lopez Sanchez, Jaime Mora Vargas, Cipriano A. Santos, Miguel Gonzalez Mendoza
        Pages 319-330
  7. Fuzzy Logic

    1. Invited Paper

      1. Oscar Castillo, Patricia Melin, Fevrier Valdez
        Pages 331-344
      2. Luis Carlos Gonzalez-Sua, Ivan Gonzalez, Leonardo Garrido, Rogelio Soto
        Pages 357-369
      3. Omar Rodríguez-Zalapa, Antonio Hernández-Zavala, Jorge Adalberto Huerta-Ruelas
        Pages 370-381
  8. Robotics, Planning, and Scheduling

    1. Ricardo Zavala-Yoé, Ricardo A. Ramírez-Mendoza, Daniel Chaparro-Altamirano
      Pages 392-409
    2. Nohe Ramon Cazarez-Castro, Luis T. Aguilar, Selene L. Cardenas-Maciel, Carlos A. Goribar-Jimenez
      Pages 426-435
    3. Best Paper Award, Third Place

      1. Martin Kolombo, Roman Barták
        Pages 451-463
  9. Biomedical Applications

    1. Livier Rentería-Gutiérrez, Félix F. González-Navarro, Margarita Stilianova-Stoytcheva, Lluís A. Belanche-Muñoz, Brenda L. Flores-Ríos, Jorge E. Ibarra-Esquer
      Pages 464-473
    2. Verónica Rodríguez-López, Raúl Cruz-Barbosa
      Pages 474-485
    3. Flávio Oliveira de Sousa, Alcione Oliveira de Paiva, Luiz Alberto Santana, Fábio Ribeiro Cerqueira, Rodrigo Siqueira-Batista, Andréia Patrícia Gomes
      Pages 486-498
    4. Andrzej W. Przybyszewski, Mark Kon, Stanislaw Szlufik, Justyna Dutkiewicz, Piotr Habela, Dariusz M. Koziorowski
      Pages 499-509
    5. Juan Pablo Soto, Julio Waissman, Pedro Flores-Pérez, Gilberto Muñoz-Sandoval
      Pages 510-517
  10. Back Matter

Other volumes

  1. 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part I
  2. Nature-Inspired Computation and Machine Learning
    13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II

About these proceedings

Introduction

The two-volume set LNAI 8856 and LNAI 8857 constitutes the proceedings of the 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, held in Tuxtla, Mexico, in November 2014. The total of 87 papers plus 1 invited talk presented in these proceedings were carefully reviewed and selected from 348 submissions. The first volume deals with advances in human-inspired computing and its applications. It contains 44 papers structured into seven sections: natural language processing, natural language processing applications, opinion mining, sentiment analysis, and social network applications, computer vision, image processing, logic, reasoning, and multi-agent systems, and intelligent tutoring systems.
The second volume deals with advances in nature-inspired computation and machine learning and contains also 44 papers structured into eight sections: genetic and evolutionary algorithms, neural networks, machine learning, machine learning applications to audio and text, data mining, fuzzy logic, robotics, planning, and scheduling, and biomedical applications.

Keywords

affective computing autonomous agents biometrics computer vision distributed systems evolutionary computation fuzzy logic genetic algorithms image enhancement information retrieval linguistics memetic algorithms multi-agent systems neural networks object detection ontology design optimization problems pattern recognition recommender system speech recognition

Editors and affiliations

  • Alexander Gelbukh
    • 1
  • Félix Castro Espinoza
    • 2
  • Sofía N. Galicia-Haro
    • 3
  1. 1.Centro de Investigación en Computación, Instituto Politécnico NacionalMexico CityMexico
  2. 2.Universidad Autónoma del Estado de Hidalgo, Área Académica de Computación y Electrónica, Carretera Pachuca-TulancingoHidalgoMexico
  3. 3.Facultad de cienciasUniversidad Autónoma Nacional de MéxicoMéxico DFMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-13650-9
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-13649-3
  • Online ISBN 978-3-319-13650-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
Industry Sectors
Pharma
Automotive
Chemical Manufacturing
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Energy, Utilities & Environment
Aerospace
Engineering