Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK

Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
 On the Integrity of Performance Comparison for Evolutionary Multi-objective Optimisation Algorithms  (Kevin Wilson, Shahin Rostami)....Pages 3-15
 The Influence of Age Assignments on the Performance of Immune Algorithms  (Alessandro Vitale, Antonino Di Stefano, Vincenzo Cutello, Mario Pavone)....Pages 16-28
 Evolutionary Constraint in Artificial Gene Regulatory Networks  (Alexander P. Turner, George Lacey, Annika Schoene, Nina Dethlefs)....Pages 29-40
 Exploiting Tournament Selection for Efficient Parallel Genetic Programming  (Darren M. Chitty)....Pages 41-53
Front Matter ....Pages 55-55
 Solving Partial Differential Equations with Bernstein Neural Networks  (Sina Razvarz, Raheleh Jafari, Alexander Gegov)....Pages 57-70
 Daily Energy Price Forecasting Using a Polynomial NARMAX Model  (Catherine McHugh, Sonya Coleman, Dermot Kerr, Daniel McGlynn)....Pages 71-82
 Model Selection in Online Learning for Times Series Forecasting  (Waqas Jamil, Abdelhamid Bouchachia)....Pages 83-95
 Fuzzy Modeling for Uncertain Nonlinear Systems Using Fuzzy Equations and Z-Numbers  (Raheleh Jafari, Sina Razvarz, Alexander Gegov, Satyam Paul)....Pages 96-107
 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
Front Matter ....Pages 121-121
 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
 Fintech Bitcoin Smart Investment Based on the Random Neural Network with a Genetic Algorithm  (Will Serrano)....Pages 138-149
 Generating ANFISs Through Rule Interpolation: An Initial Investigation  (Jing Yang, Changjing Shang, Ying Li, Fangyi Li, Qiang Shen)....Pages 150-162
 Disentangling the Latent Space of (Variational) Autoencoders for NLP  (Gino Brunner, Yuyi Wang, Roger Wattenhofer, Michael Weigelt)....Pages 163-168
 A Low Computational Approach for Assistive Esophageal Adenocarcinoma and Colorectal Cancer Detection  (Zheqi Yu, Shufan Yang, Keliang Zhou, Amar Aggoun)....Pages 169-178
 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
 A Study on CNN Transfer Learning for Image Classification  (Mahbub Hussain, Jordan J. Bird, Diego R. Faria)....Pages 191-202
 Dendritic Cell Algorithm with Fuzzy Inference System for Input Signal Generation  (Noe Elisa, Jie Li, Zheming Zuo, Longzhi Yang)....Pages 203-214
Front Matter ....Pages 215-215
 A Method of Abstractness Ratings for Chinese Concepts  (Xiaomei Wang, Chang Su, Yijiang Chen)....Pages 217-226
 Effective Diagnosis of Diabetes with a Decision Tree-Initialised Neuro-fuzzy Approach  (Tianhua Chen, Changjing Shang, Pan Su, Grigoris Antoniou, Qiang Shen)....Pages 227-239
 A Comparison of Re-sampling Techniques for Pattern Classification in Imbalanced Data-Sets  (Marcia Amstelvina Saul, Shahin Rostami)....Pages 240-251
 Classification of Heterogeneous Data Based on Data Type Impact on Similarity  (Najat Ali, Daniel Neagu, Paul Trundle)....Pages 252-263
 Clustering-Based Fuzzy Finite State Machine for Human Activity Recognition  (Gadelhag Mohmed, Ahmad Lotfi, Caroline Langensiepen, Amir Pourabdollah)....Pages 264-275
 Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data  (Saad Mohamad, Damla Arifoglu, Chemseddine Mansouri, Abdelhamid Bouchachia)....Pages 276-290
 Online Object Trajectory Classification Using FPGA-SoC Devices  (Pranjali Shinde, Pedro Machado, Filipe N. Santos, T. M. McGinnity)....Pages 291-302
 Key Frame Extraction and Classification of Human Activities Using Motion Energy  (David Ada Adama, Ahmad Lotfi, Caroline Langensiepen)....Pages 303-311
 A Comprehensive Obstacle Avoidance System of Mobile Robots Using an Adaptive Threshold Clustering and the Morphin Algorithm  (Meng Yuan Chen, Yong Jian Wu, Hongmei He)....Pages 312-324
Front Matter ....Pages 325-325
 Physarum Inspired Connectivity and Restoration for Wireless Sensor and Actor Networks  (Abubakr Awad, Wei Pang, George M. Coghill)....Pages 327-338
 Mining Unit Feedback to Explore Students’ Learning Experiences  (Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea)....Pages 339-350
 Dimension Reduction Based on Geometric Reasoning for Reducts  (Naohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima)....Pages 351-361
 Anomaly Detection in Activities of Daily Living Using One-Class Support Vector Machine  (Salisu Wada Yahaya, Caroline Langensiepen, Ahmad Lotfi)....Pages 362-371
 Towards Active Muscle Pattern Analysis for Dynamic Hand Motions via sEMG  (Jiahan Li, Yinfeng Fang, Yongan Huang, Gongfa Li, Zhaojie Ju, Honghai Liu)....Pages 372-382
 A Novel Crossings-Based Segmentation Approach for Gesture Recognition  (Dario Ortega Anderez, Ahmad Lotfi, Caroline Langensiepen)....Pages 383-391
Back Matter ....Pages 393-394