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  • Conference proceedings
  • © 2018

Advances in Soft Computing

17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11288)

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

Conference series link(s): MICAI: Mexican International Conference on Artificial Intelligence

Conference proceedings info: MICAI 2018.

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Table of contents (33 papers)

  1. Front Matter

    Pages I-XXIII
  2. Evolutionary and Nature-Inspired Intelligence

    1. Front Matter

      Pages 1-1
    2. A Genetic Algorithm to Solve Power System Expansion Planning with Renewable Energy

      • Lourdes Martínez-Villaseñor, Hiram Ponce, José Antonio Marmolejo, Juan Manuel Ramírez, Agustina Hernández
      Pages 3-17
    3. Universal Swarm Optimizer for Multi-objective Functions

      • Luis A. Márquez-Vega, Luis M. Torres-Treviño
      Pages 50-61
    4. Solid Waste Collection in Ciudad Universitaria-UNAM Using a VRP Approach and Max-Min Ant System Algorithm

      • Katya Rodriguez-Vazquez, Beatriz Aurora Garro, Elizabeth Mancera
      Pages 76-85
    5. Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals

      • Carlos Daniel Virgilio Gonzalez, Juan Humberto Sossa Azuela, Javier M. Antelis
      Pages 110-122
    6. Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models

      • Carlos Daniel Virgilio Gonzalez, Juan Humberto Sossa Azuela, Elsa Rubio Espino, Victor H. Ponce Ponce
      Pages 123-135
    7. Efficiency Analysis of Particle Tracking with Synthetic PIV Using SOM

      • Rubén Hernández-Pérez, Ruslan Gabbasov, Joel Suárez-Cansino, Virgilio López-Morales, Anilú Franco-Árcega
      Pages 136-153
  3. Machine Learning

    1. Front Matter

      Pages 155-155
    2. Full Model Selection in Huge Datasets and for Proxy Models Construction

      • Angel Díaz-Pacheco, Carlos Alberto Reyes-García
      Pages 171-182
    3. Single Imputation Methods Applied to a Global Geothermal Database

      • Román-Flores Mariana Alelhí, Santamaría-Bonfil Guillermo, Díaz-González Lorena, Arroyo-Figueroa Gustavo
      Pages 183-194
    4. Feature Selection for Automatic Classification of Gamma-Ray and Background Hadron Events with Different Noise Levels

      • Andrea Burgos-Madrigal, Ariel Esaú Ortiz-Esquivel, Raquel Díaz-Hernández, Leopoldo Altamirano-Robles
      Pages 195-204
    5. Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets

      • Saúl Solorio-Fernández, J. Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
      Pages 205-218
    6. Dynamic Selection Feature Extractor for Trademark Retrieval

      • Simone B. K. Aires, Cinthia O. A. Freitas, Mauren L. Sguario
      Pages 219-231

Other Volumes

  1. Advances in Soft Computing

About this book

The two-volume set LNAI 11288 and 11289 constitutes the proceedings of the 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, held in Guadalajara, Mexico, in October 2018. 

The total of 62 papers presented in these two volumes was carefully reviewed and selected from 149 submissions.

The contributions are organized in topical as follows:

Part I: evolutionary and nature-inspired intelligence; machine learning; fuzzy logic and uncertainty management.

Part II: knowledge representation, reasoning, and optimization; natural language processing; and robotics and computer vision.

Editors and Affiliations

  • Instituto Politécnico Nacional, Mexico City, Mexico

    Ildar Batyrshin

  • Universidad Panamericana, Mexico City, Mexico

    María de Lourdes Martínez-Villaseñor

  • Faculty of Engineering, Universidad Panamericana, Mexico City, Mexico

    Hiram Eredín Ponce Espinosa

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access