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Computational Intelligence

11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17–19, 2019, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Juan Julián Merelo

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

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  2. Jonathan Garibaldi

    1. Jubilee Campus, University of Nottingham, Nottingham, UK

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  3. Alejandro Linares-Barranco

    1. ETSI Informática, Universidad de Sevilla, Sevilla, Spain

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  4. Kevin Warwick

    1. University of Reading, Coventry, UK

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  5. Kurosh Madani

    1. University of Paris-EST Créteil (UPEC), Créteil, France

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  • Highlights recent research on Computational Intelligence
  • Gathers revised papers presented at the 11th International Joint Conference on Computational Intelligence (IJCCI 2019), held in Vienna, Austria, on 17–19 September 2019
  • Written by leading experts in Computational Intelligence

Part of the book series: Studies in Computational Intelligence (SCI, volume 922)

Included in the following conference series:

Conference proceedings info: IJCCI 2019.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xvi
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  2. Evolutionary Computation Theory and Applications

    1. Front Matter

      Pages 1-1
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    2. Niching-Based Feature Selection with Multi-tree Genetic Programming for Dynamic Flexible Job Shop Scheduling

      • Yahia Zakaria, Yassin Zakaria, Ahmed BahaaElDin, Mayada Hadhoud
      Pages 3-27

    3. Building Market Timing Strategies Using Trend Representative Testing and Computational Intelligence Metaheuristics

      • Ismail Mohamed, Fernando E. B. Otero
      Pages 29-54

    4. Hybrid Strategy Coupling EGO and CMA-ES for Structural Topology Optimization in Statics and Crashworthiness

      • Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck
      Pages 55-84

    5. An Empirical Study on Insertion and Deletion Mutation in Cartesian Genetic Programming

      • Roman Kalkreuth
      Pages 85-114

    6. Handling Complexity in Some Typical Problems of Distributed Systems by Using Self-organizing Principles

      • Vesna Šešum-Čavić
      Pages 115-132

  3. Fuzzy Computation Theory and Applications

    1. Front Matter

      Pages 133-133
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    2. Markov Decision Processes with Fuzzy Risk-Sensitive Rewards: The Best Coherent Risk Measures Under Risk Averse Utilities

      • Yuji Yoshida
      Pages 135-161

    3. Correlation Analysis Via Intuitionistic Fuzzy Modal and Aggregation Operators

      • Alex Bertei, Renata H. S. Reiser, Luciana Foss
      Pages 163-190

    4. Fuzzy Geometric Approach to Collision Estimation Under Gaussian Noise in Human-Robot Interaction

      • Rainer Palm, Achim J. Lilienthal
      Pages 191-221

    5. Predicting Cardiovascular Death with Automatically Designed Fuzzy Logic Rule-Based Models

      • Christina Brester, Vladimir Stanovov, Ari Voutilainen, Tomi-Pekka Tuomainen, Eugene Semenkin, Mikko Kolehmainen
      Pages 223-236

  4. Neural Computation Theory and Applications

    1. Front Matter

      Pages 237-237
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    2. Neural Models to Quantify the Determinants of Truck Fuel Consumption

      • Alwyn J. Hoffman, Schalk Rabé
      Pages 239-262

    3. Towards a Class-Aware Information Granulation for Graph Embedding and Classification

      • Luca Baldini, Alessio Martino, Antonello Rizzi
      Pages 263-290

    4. Near Optimal Solving of the (N\(^2\)–1)-puzzle Using Heuristics Based on Artificial Neural Networks

      • Vojtech Cahlik, Pavel Surynek
      Pages 291-312

    5. Deep Convolutional Neural Network Processing of Images for Obstacle Avoidance

      • Mohammad O. Khan, Gary B. Parker
      Pages 313-332

    6. CVaR Q-Learning

      • Silvestr Stanko, Karel Macek
      Pages 333-358

    7. Rule Extraction from Neural Networks and Other Classifiers Applied to XSS Detection

      • Fawaz A. Mereani, Jacob M. Howe
      Pages 359-386

    8. Introduction to Sequential Heteroscedastic Probabilistic Neural Networks

      • Ali Mahmoudi, Reza Askari Moghadam, Kurosh Madani
      Pages 387-402
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  1. Computational Intelligence

Keywords

About this book

This present book includes a set of selected revised and extended versions of the best papers presented at the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) – held in Vienna, Austria, from 17 to 19 September 2019. The authors focus on three outstanding fields of Computational Intelligence through the selected panel, namely Evolutionary Computation, Fuzzy Computation and Neural Computation. Besides presenting the recent advances of the selected areas, the book aims to aggregate new and innovative solutions for confirmed researchers and, on the other hand, to provide a source of information and/or inspiration for young interested researchers or learners in the ever-expanding and current filed of Computational Intelligence. It constitutes a precious provision of knowledge for individual researchers as well as represents a valuable sustenance for collective use in academic libraries (of universities and engineering schools) relating innovative techniques invarious fields of applications.

Editors and Affiliations

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

    Juan Julián Merelo

  • Jubilee Campus, University of Nottingham, Nottingham, UK

    Jonathan Garibaldi

  • ETSI Informática, Universidad de Sevilla, Sevilla, Spain

    Alejandro Linares-Barranco

  • University of Reading, Coventry, UK

    Kevin Warwick

  • University of Paris-EST Créteil (UPEC), Créteil, France

    Kurosh Madani

Bibliographic Information

  • Book Title: Computational Intelligence

  • Book Subtitle: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17–19, 2019, Revised Selected Papers

  • Editors: Juan Julián Merelo, Jonathan Garibaldi, Alejandro Linares-Barranco, Kevin Warwick, Kurosh Madani

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-030-70594-7

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-70593-0Published: 02 July 2021

  • Softcover ISBN: 978-3-030-70596-1Published: 02 July 2022

  • eBook ISBN: 978-3-030-70594-7Published: 01 July 2021

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XVI, 404

  • Number of Illustrations: 37 b/w illustrations, 95 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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