Computational Intelligence

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

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.

• Computational Intelligence
• Evolutionary Computation
• Fuzzy Computation
• Neural Computation
• IJCCI Papers
• IJCCI 2019
• IJCCI

• 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

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