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Computational Intelligence

9th International Joint Conference, IJCCI 2017 Funchal-Madeira, Portugal, November 1-3, 2017 Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Christophe Sabourin

    1. IUT Sénart, Université Paris-Est Créteil (UPEC), Créteil, France

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  2. Juan Julian Merelo

    1. Department of Computer Architecture and Technology, University of Granada, Granada, Spain

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  3. Kurosh Madani

    1. Université Paris-Est Créteil (UPEC), Créteil, France

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    You can also search for this editor in PubMed   Google Scholar

  4. Kevin Warwick

    1. University of Reading, Reading, UK

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  • Recent research in Computational Intelligence
  • Presents revised and selected versions of the best papers from International Joint Conference IJCCI 2017 held in Funchal-Madeira, Portugal, from 1 to 3 November 2017
  • Written by leading experts in Computational Intelligence

Part of the book series: Studies in Computational Intelligence (SCI, volume 829)

Included in the following conference series:

Conference proceedings info: IJCCI 2017.

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About this book

This book presents revised and extended versions of the best papers presented at the 9th International Joint Conference on Computational Intelligence (IJCCI 2017), held in Funchal, Madeira, from 1 to 3 November 2017. It focuses on four of the main fields of computational intelligence: evolutionary computation, fuzzy computation, neural computation, and cognitive and hybrid systems. As well as presenting the recent advances of these areas, it provides new and innovative solutions for established researchers and a source of information and/or inspiration those new to the field. Discussing innovative techniques in various application areas, it is a useful resource for individual researchers and a valuable addition to academic libraries (of universities and engineering schools).

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Keywords

Table of contents (17 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Particle Stability Time in the Stochastic Model of PSO

    • Krzysztof Trojanowski, Tomasz Kulpa
    Pages 1-18

  3. Optimizing Costs and Quality of Interior Lighting by Genetic Algorithm

    • Alice Plebe, Vincenzo Cutello, Mario Pavone
    Pages 19-39

  4. Mining of Keystroke and Mouse Dynamics to Increase the Engagement of Students with Programming Assignments

    • Mario Garcia Valdez, Juan-J. Merelo, Amaury Hernandez Aguila, Alejandra Mancilla Soto
    Pages 41-61

  5. Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting

    • Sašo Karakatič, Marjan Heričko, Vili Podgorelec
    Pages 63-75

  6. Defuzzification of a Fuzzy p-value by the Signed Distance: Application on Real Data

    • Rédina Berkachy, Laurent Donzé
    Pages 77-97

  7. Foundations of a DPLL-Based Solver for Fuzzy Answer Set Programs

    • Ivor Uhliarik
    Pages 99-117

  8. Exploring Internal Representations of Deep Neural Networks

    • Jérémie Despraz, Stéphane Gomez, Héctor F. Satizábal, Carlos Andrés Peña-Reyes
    Pages 119-138

  9. Adapting Self-Organizing Map Algorithm to Sparse Data

    • Josué Melka, Jean-Jacques Mariage
    Pages 139-161

  10. A Diffusion Approach to Unsupervised Segmentation of Hyper-Spectral Images

    • Alon Schclar, Amir Averbuch
    Pages 163-178

  11. Evaluating Methods for Building Arabic Semantic Resources with Big Corpora

    • Georges Lebboss, Gilles Bernard, Noureddine Aliane, Adelle Abdallah, Mohammad Hajjar
    Pages 179-197

  12. Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data

    • Alessio Martino, Antonello Rizzi, Fabio Massimo Frattale Mascioli
    Pages 199-219

  13. Automated Diagnostic Model Based on Isoline Map Analysis of Myocardial Tissue Structure

    • Olga V. Senyukova, Danuta S. Brotikovskaya, Svetlana G. Gorokhova, Ekaterina S. Tebenkova
    Pages 221-238

  14. Framework for Discrete-Time Model Reference Adaptive Control of Weakly Nonlinear Systems with HONUs

    • Peter M. Benes, Ivo Bukovsky, Martin Vesely, Jan Voracek, Kei Ichiji, Noriyasu Homma
    Pages 239-262

  15. Assessing Transfer Learning on Convolutional Neural Networks for Patch-Based Fingerprint Liveness Detection

    • Amirhosein Toosi, Sandro Cumani, Andrea Bottino
    Pages 263-279

  16. Environment Scene Classification Based on Images Using Bag-of-Words

    • Taurius Petraitis, Rytis Maskeliūnas, Robertas Damaševičius, Dawid Połap, Marcin Woźniak, Marcin Gabryel
    Pages 281-303

  17. Cellular Transport Systems Improved: Achieving Efficient Operations with Answer Set Programming

    • Steffen Schieweck, Gabriele Kern-Isberner, Michael ten Hompel
    Pages 305-326

  18. Reinforcement Learning and Attractor Neural Network Models of Associative Learning

    • Oussama H. Hamid, Jochen Braun
    Pages 327-349

  19. Back Matter

    Pages 351-352
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Other volumes

  1. Computational Intelligence

Editors and Affiliations

  • IUT Sénart, Université Paris-Est Créteil (UPEC), Créteil, France

    Christophe Sabourin

  • Department of Computer Architecture and Technology, University of Granada, Granada, Spain

    Juan Julian Merelo

  • Université Paris-Est Créteil (UPEC), Créteil, France

    Kurosh Madani

  • University of Reading, Reading, UK

    Kevin Warwick

Bibliographic Information

  • Book Title: Computational Intelligence

  • Book Subtitle: 9th International Joint Conference, IJCCI 2017 Funchal-Madeira, Portugal, November 1-3, 2017 Revised Selected Papers

  • Editors: Christophe Sabourin, Juan Julian Merelo, Kurosh Madani, Kevin Warwick

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-030-16469-0

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-16468-3Published: 13 June 2019

  • Softcover ISBN: 978-3-030-16471-3Published: 14 August 2020

  • eBook ISBN: 978-3-030-16469-0Published: 29 May 2019

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XIV, 352

  • Number of Illustrations: 61 b/w illustrations, 75 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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