Advances in Computational Intelligence Systems

1. Front Matter

   Pages i-xii

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2. Search and Optimisation

   1. Front Matter

      Pages 1-1

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   2. On the Integrity of Performance Comparison for Evolutionary Multi-objective Optimisation Algorithms

      • Kevin Wilson, Shahin Rostami

      Pages 3-15

   3. The Influence of Age Assignments on the Performance of Immune Algorithms

      • Alessandro Vitale, Antonino Di Stefano, Vincenzo Cutello, Mario Pavone

      Pages 16-28

   4. Evolutionary Constraint in Artificial Gene Regulatory Networks

      • Alexander P. Turner, George Lacey, Annika Schoene, Nina Dethlefs

      Pages 29-40

   5. Exploiting Tournament Selection for Efficient Parallel Genetic Programming

      • Darren M. Chitty

      Pages 41-53

3. Modelling and Representation

   1. Front Matter

      Pages 55-55

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   2. Solving Partial Differential Equations with Bernstein Neural Networks

      • Sina Razvarz, Raheleh Jafari, Alexander Gegov

      Pages 57-70

   3. Daily Energy Price Forecasting Using a Polynomial NARMAX Model

      • Catherine McHugh, Sonya Coleman, Dermot Kerr, Daniel McGlynn

      Pages 71-82

   4. Model Selection in Online Learning for Times Series Forecasting

      • Waqas Jamil, Abdelhamid Bouchachia

      Pages 83-95

   5. Fuzzy Modeling for Uncertain Nonlinear Systems Using Fuzzy Equations and Z-Numbers

      • Raheleh Jafari, Sina Razvarz, Alexander Gegov, Satyam Paul

      Pages 96-107

   6. Medical Expert Systems – A Study of Trust and Acceptance by Healthcare Stakeholders

      • Ioannis Vourgidis, Shadreck Joseph Mafuma, Paul Wilson, Jenny Carter, Georgina Cosma

      Pages 108-119

4. Learning and Adaptation

   1. Front Matter

      Pages 121-121

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   2. Agent Based Micro-simulation of a Passenger Rail System Using Customer Survey Data and an Activity Based Approach

      • Omololu Makinde, Daniel Neagu, Marian Gheorghe

      Pages 123-137

   3. Fintech Bitcoin Smart Investment Based on the Random Neural Network with a Genetic Algorithm

      • Will Serrano

      Pages 138-149

   4. Generating ANFISs Through Rule Interpolation: An Initial Investigation

      • Jing Yang, Changjing Shang, Ying Li, Fangyi Li, Qiang Shen

      Pages 150-162

   5. Disentangling the Latent Space of (Variational) Autoencoders for NLP

      • Gino Brunner, Yuyi Wang, Roger Wattenhofer, Michael Weigelt

      Pages 163-168

   6. A Low Computational Approach for Assistive Esophageal Adenocarcinoma and Colorectal Cancer Detection

      • Zheqi Yu, Shufan Yang, Keliang Zhou, Amar Aggoun

      Pages 169-178

   7. Learning from Interaction: An Intelligent Networked-Based Human-Bot and Bot-Bot Chatbot System

      • Jordan J. Bird, Anikó Ekárt, Diego R. Faria

      Pages 179-190

   8. A Study on CNN Transfer Learning for Image Classification

      • Mahbub Hussain, Jordan J. Bird, Diego R. Faria

      Pages 191-202

This book presents the latest trends in and approaches to computational intelligence research and its application to intelligent systems. It covers a long list of interconnected research areas, such as fuzzy systems, neural networks, evolutionary computation, clustering and classification, machine learning, data mining, cognition and robotics, and deep learning. The individual chapters are based on peer-reviewed contributions presented at the 18th Annual UK Workshop on Computational Intelligence (UKCI-2018), held in Nottingham, UK on September 5-7, 2018. The book puts a special emphasis on novel methods and reports on their use in a wide range of applications areas, thus providing both academics and professionals with a comprehensive and timely overview of new trends in computational intelligence.

• Computational intelligence
• Knowledge Representation
• Fuzzy Logic
• Fuzzy Systems
• Cognitive Computing
• Approximate Reasoning
• Machine Learning Methodologies
• Artificial Neural Networks
• Evolutionary Computation
• Swarm Intelligence
• Artificial Immune Systems
• Memetic Computing
• Nature-inspired Computing
• Software Agents and Multi-agent Systems
• Intelligent Control
• Intelligent Video Analytics
• Applications of Computational Intelligence

• School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom

  Ahmad Lotfi, Caroline Langensiepen

• Faculty of Science and Technology, Bournemouth University, Poole, United Kingdom

  Hamid Bouchachia

• School of Computing, University of Portsmouth, Portsmouth, United Kingdom

  Alexander Gegov

• College of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom

  Martin McGinnity

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