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Hybrid Artificial Intelligent Systems

12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings

  • Francisco Javier Martínez de Pisón
  • Rubén Urraca
  • Héctor Quintián
  • Emilio Corchado

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10334)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10334)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Data Mining, Knowledge Discovery and Big Data

    1. Front Matter
      Pages 1-1
    2. Ali Mert Ertugrul, Burak Velioglu, Pinar Karagoz
      Pages 3-14
    3. Ana Valdivia, M. Victoria Luzón, Francisco Herrera
      Pages 15-25
    4. Bartosz Krawczyk, Bridget T. McInnes, Alberto Cano
      Pages 26-37
    5. Mark Abraham Magumba, Peter Nabende
      Pages 38-51
    6. Francisco Javier Martinez-de-Pison, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro, Esteban Fraile
      Pages 52-62
    7. Furkan Goz, Alev Mutlu
      Pages 63-74
    8. Natthawut Kertkeidkachorn, Ryutaro Ichise
      Pages 75-87
    9. Miguel Ángel Rodríguez, Alberto Fernández, Antonio Peregrín, Francisco Herrera
      Pages 88-97
  3. Bio-inspired Models and Evolutionary Computation

    1. Front Matter
      Pages 99-99
    2. Ga Ching Lui, Chun Yin Yip, Kwok Yip Szeto
      Pages 113-124
    3. Chun Yin Yip, Kwok Yip Szeto
      Pages 125-136
    4. David Ruano-Ordás, Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez
      Pages 137-148
    5. Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias
      Pages 161-172
    6. Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
      Pages 173-182
    7. Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
      Pages 183-192
  4. Learning Algorithms

    1. Front Matter
      Pages 193-193
    2. Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra
      Pages 195-206
    3. Eva Volna, Jaroslav Zacek, Robert Jarusek
      Pages 207-219
    4. Francisco J. Pulgar, Antonio J. Rivera, Francisco Charte, María J. del Jesus
      Pages 220-232
    5. D. Álvarez, D. Prieto, M. I. Asensio, J. M. Cascón, L. Ferragut
      Pages 256-267
    6. Anabel Gómez-Ríos, Julián Luengo, Francisco Herrera
      Pages 268-280
    7. Jacinto Carrasco, Salvador García, María del Mar Rueda, Francisco Herrera
      Pages 281-292
    8. Andrey Gritsenko, Emil Eirola, Daniel Schupp, Edward Ratner, Amaury Lendasse
      Pages 293-305
    9. David Griol, Aracel Sanchis de Miguel, José Manuel Molina
      Pages 306-317
    10. Michał Koziarski, Bartosz Krawczyk, Michał Woźniak
      Pages 318-327
  5. Visual Analysis & Advanced Data Processing Techniques

    1. Front Matter
      Pages 329-329
    2. M. Dolores Muñoz, María N. Moreno García
      Pages 331-341
    3. Génesis Varela-Salinas, Carlos Armando García-Pérez, Rafael Peláez, Adolfo J. Rodríguez
      Pages 342-353
    4. Taras Agryzkov, José Luis Oliver, Javier Santacruz, Leandro Tortosa, José F. Vicent
      Pages 367-378
    5. Faten Chaabane, Maha Charfeddine, Chokri Ben Amar
      Pages 379-390
    6. Naohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima
      Pages 391-401
    7. Pavel Škrabánek, Natália Martínková
      Pages 402-412
  6. Data Mining Applications

    1. Front Matter
      Pages 413-413
    2. Oliviu Matei, Teodor Rusu, Andrei Bozga, Petrica Pop-Sitar, Carmen Anton
      Pages 415-426
    3. Javier Antonanzas, Ruben Urraca, Alpha Pernía-Espinoza, Alvaro Aldama, Luis Alfredo Fernández-Jiménez, Francisco Javier Martínez-de-Pisón
      Pages 427-434
    4. Ramón Rueda Delgado, Luis G. Baca Ruiz, Patricia Jimeno-Sáez, Manuel Pegalajar Cuellar, David Pulido-Velazquez, Mara Del Carmen Pegalajar
      Pages 447-458
    5. Cristian Peñaranda, Vicente Julian, Javier Palanca, Vicente Botti
      Pages 471-482
    6. Irene Díaz, José Ramón Villar, Enrique de la Cal
      Pages 483-493
    7. Jesús Delgado-Maciel, Guillermo Cortes-Robles, Emilio Jiménez Macias, Cuauhtémoc Sánchez-Ramírez, Jorge García-Alcaraz
      Pages 494-506
    8. Marina Corral Bobadilla, Roberto Fernandez Martinez, Ruben Lostado Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara Gonzalez
      Pages 507-518
    9. Carlos Rodriguez-Pardo, Miguel A. Patricio, Antonio Berlanga, Jose M. Molina
      Pages 519-530

About these proceedings

Introduction

This volume constitutes the refereed proceedings of the 12th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2017, held in La Rioja, Spain, in June 2017.

The 60 full papers published in this volume were carefully reviewed and selected from 130 submissions. They are organized in the following topical sections: data mining, knowledge discovery and big data; bioinspired models and evolutionary computing; learning algorithms; visual analysis and advanced data processing techniques; data mining applications; and hybrid intelligent applications.

Keywords

case based reasoning chance discovery cognitive distributed AI systems data mining decision support systems ensemble techniques evolutionary algorithms genetic algorithms human-machine interaction hybrid artificial intelligent systems intelligent agent-based systems (complex systems) machine learning multi-agent systems multi-objective optimization natural language processing neural networks reactive distributed AI systems sentiment analysis support vector machines visualization techniques

Editors and affiliations

  • Francisco Javier Martínez de Pisón
    • 1
  • Rubén Urraca
    • 2
  • Héctor Quintián
    • 3
  • Emilio Corchado
    • 4
  1. 1.University of La Rioja LogroñoSpain
  2. 2.University of La Rioja LogroñoSpain
  3. 3.University of A Coruña FerrolSpain
  4. 4.University of SalamancaSalamancaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59650-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59649-5
  • Online ISBN 978-3-319-59650-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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