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  • Conference proceedings
  • © 2018

Advances in Soft Computing

16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10632)

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 2017.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XXV
  2. Neural Networks

    1. Front Matter

      Pages 1-1
    2. Versatility of Artificial Hydrocarbon Networks for Supervised Learning

      • Hiram Ponce, Ma Lourdes Martínez-Villaseñor
      Pages 3-16
    3. Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks

      • Hiram Ponce, Guillermo González, Luis Miralles-Pechuán, Ma Lourdes Martínez-Villaseñor
      Pages 17-29
    4. Road Perspective Depth Reconstruction from Single Images Using Reduce-Refine-Upsample CNNs

      • José E. Valdez-Rodríguez, Hiram Calvo, Edgardo M. Felipe-Riverón
      Pages 30-40
    5. Fast Learning for Accurate Object Recognition Using a Pre-trained Deep Neural Network

      • Víctor Lobato-Ríos, Ana C. Tenorio-Gonzalez, Eduardo F. Morales
      Pages 41-53
    6. Introducing a Classification Model Based on SVM for Network Intrusion Detection

      • Ghodratolah Dastfal, Samad Nejatian, Hamid Parvin, Vahideh Rezaie
      Pages 54-66
  3. Evolutionary Algorithms and Optimization

    1. Front Matter

      Pages 67-67
    2. On the Many-Objective Pickup and Delivery Problem: Analysis of the Performance of Three Evolutionary Algorithms

      • Abel García-Nájera, Antonio López-Jaimes, Saúl Zapotecas-Martínez
      Pages 69-81
    3. An Evolutive Scoring Method for Cloud Computing Provider Selection Based on Performance Indicators

      • Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli
      Pages 82-94
    4. A Fast and Efficient Method for #2SAT via Graph Transformations

      • Marco A. López, J. Raymundo Marcial-Romero, Guillermo De Ita, Rosa M. Valdovinos
      Pages 95-106
    5. AL-DDoS Attack Detection Optimized with Genetic Algorithms

      • Jan Quequezana-Buendia, Julio Santisteban
      Pages 107-117
    6. A Quartile-Based Hyper-heuristic for Solving the 0/1 Knapsack Problem

      • Fernando Gómez-Herrera, Rodolfo A. Ramirez-Valenzuela, José Carlos Ortiz-Bayliss, Ivan Amaya, Hugo Terashima-Marín
      Pages 118-128
    7. Extending the Pareto-Dominance Based MOEAs Framework for Overlapping Community Detection

      • Darian Horacio Grass-Boada, Airel Pérez-Suárez, Rafael Bello, Alejandro Rosete
      Pages 129-141
    8. New Advances in the Development of a Thermodynamic Equilibrium-Inspired Metaheuristic

      • Broderick Crawford, Ricardo Soto, Enrique Cortés
      Pages 142-153
    9. Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems

      • Cristian Ordoñez, Edgar Ruano, Carlos Cobos, Hugo Ordoñez, Armando Ordoñez
      Pages 154-170
  4. Hybrid Intelligent Systems and Fuzzy Logic

    1. Front Matter

      Pages 171-171
    2. Automatic Closed Modeling of Multiple Variable Systems Using Soft Computation

      • Angel Kuri-Morales, Alejandro Cartas-Ayala
      Pages 185-196
    3. Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers

      • Mabel Frias, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
      Pages 197-207

Other Volumes

  1. Advances in Soft Computing

About this book

The two-volume set LNAI 10632 and 10633 constitutes the proceedings of the 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, held in Enseneda, Mexico, in October 2017. 
The total of 60 papers presented in these two volumes was carefully reviewed and selected from 203 submissions.

The contributions were organized in the following topical sections: 
Part I: neural networks; evolutionary algorithms and optimization; hybrid intelligent systems and fuzzy logic; and machine learning and data mining.
Part II: natural language processing and social networks; intelligent tutoring systems and educational applications; and image processing and pattern recognition.

Editors and Affiliations

  • Universidad Autónoma del Estado de Hidalgo, Pachuca, Mexico

    Félix Castro

  • INFOTEC Aguascalientes, Aguascalientes, Mexico

    Sabino Miranda-Jiménez

  • Tecnológico de Monterrey, Atizapán de Zaragoza, Mexico

    Miguel González-Mendoza

Bibliographic Information

Buy it now

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 74.99
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