Skip to main content
Springer Nature Link
Log in

Advances in Computational Intelligence Systems

Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Huiru Zheng

    1. School of Computing, Ulster University, Belfast, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. David Glass

    1. School of Computing, Ulster University, Belfast, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Maurice Mulvenna

    1. School of Computing, Ulster University, Belfast, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Jun Liu

    1. School of Computing, Ulster University, Belfast, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Hui Wang

    1. School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Belfast, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents recent research on Computational Intelligence Systems
  • Covers a wide range of application areas
  • Collects the edited contributions presented at the 23rd UK Workshop on Computational Intelligence

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1462)

Included in the following conference series:

Conference proceedings info: UKCI 2024.

  • 1153 Accesses

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook USD 179.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

About this book

This book comprises the papers presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024) held at Ulster University, Belfast, UK from 2 to 4 September 2024. UKCI is the premier UK event for presenting leading research on all aspects of Computational Intelligence. The book is divided into five sections: machine learning, intelligent robotics/navigation, biomedical applications, image processing and applications of computational intelligence. It highlights recent research developments in the field and so will be of interest to those in the academic community and industry seeking a greater understanding of advances in both techniques and applications.

Keywords

Table of contents (28 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery

      • Xuan Hou, Jinle Lin, Changjing Shang, Qiang Shen
      Pages 3-19

    3. Developing Variational Generative Models Using Predictive Coding

      • Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
      Pages 20-31

    4. Retrieval Augmented Large Language Model Chatbots in Higher Education: A Study on University Open Days

      • Akash K. Shanthakumar, Farhad Fassihi-Tash, Ahmad Lotfi, Jordan J. Bird
      Pages 32-44

    5. Contrastive Learning for Limited Medical Data – A Bipartite Strategy for Detection Tasks

      • Qifan Zhou, Hujun Yin
      Pages 45-54

    6. Topological and Simplicial Features in Reservoir Computing Networks

      • James McAllister, John Wade, Conor Houghton, Cian O’Donnell
      Pages 55-71

    7. A Hybrid Performance Estimation Strategy for Optimizing Neural Architecture Search

      • Lei Zhang, Xiawu Zheng, Jiarui Wu, Xiang Chang, Nigel Copner, Chih-Min Lin et al.
      Pages 72-84

    8. Supervised Dimensionality Reduction for the Algorithm Selection Problem

      • Danielle Notice, Nicos G. Pavlidis, Ahmed Kheiri
      Pages 85-97

    9. Multi-agent Awareness, No-Retracing, Diagonal Movement for Q-Learning

      • Christopher C. O’Neill
      Pages 98-105

    10. The Effect of the Hypersphere Volume Anomaly on Generative Support Vector Decoders

      • Jörg Bremer, Sebastian Lehnhoff
      Pages 106-118

    11. Model Variance in Neural Network Models for Forecasting Chaotic Systems

      • Kevin Nolan, Mark McCartney, David Glass, Samuel Moore
      Pages 119-125

  3. Intelligent Robotics/Navigation

    1. Front Matter

      Pages 127-127
      Download chapter PDF

    2. A Monocular-LiDAR SLAM Guided by Image Segmentations

      • Bingxin Zi, Haiying Wang, Jose Santos, Huiru Zheng
      Pages 129-139

    3. Improved Bug Algorithms for Robot Navigation in Unknown Environments

      • Clement Olufayo Oni, Haiying Wang
      Pages 140-156

    4. An Embedded Machine Learning Approach to Assist Navigation for People with Visual Impairments

      • Seán Ó Fithcheallaigh, Ian Cleland
      Pages 157-169

  4. Biomedical Applications

    1. Front Matter

      Pages 171-171
      Download chapter PDF

    2. Can Multivariate Granger Causality Detect Directed Connectivity of a Multistable and Dynamic Biological Decision Network Model?

      • Abdoreza Asadpour, KongFatt Wong-Lin
      Pages 173-181

    3. Classification of Dairy Cattle Combined Milk Production and Methane Emission Levels via Multilabel & Multiclass Systems

      • Stephen Ross, Haiying Wang, Tianhai Yan, Masoud Shirali, Huiru J. Zheng
      Pages 182-194

    4. Advanced Gait Analysis for Elder Wellbeing Monitoring

      • Ankit Goel, Idongesit Ekerete
      Pages 195-207
Back to top

Other volumes

  1. Advances in Computational Intelligence Systems

Editors and Affiliations

  • School of Computing, Ulster University, Belfast, UK

    Huiru Zheng, David Glass, Maurice Mulvenna, Jun Liu

  • School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Belfast, UK

    Hui Wang

Bibliographic Information

  • Book Title: Advances in Computational Intelligence Systems

  • Book Subtitle: Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK

  • Editors: Huiru Zheng, David Glass, Maurice Mulvenna, Jun Liu, Hui Wang

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-031-78857-4

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-78856-7Published: 08 January 2025

  • eBook ISBN: 978-3-031-78857-4Published: 07 January 2025

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIII, 382

  • Number of Illustrations: 27 b/w illustrations, 127 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

Publish with us

Policies and ethics

Back to top

Search

Navigation