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ORCID23rd UKCI 2024: Belfast, UK
- Huiru Zheng, David H. Glass, Maurice D. Mulvenna, Jun Liu, Hui Wang:
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. Advances in Intelligent Systems and Computing 1462, Springer 2024, ISBN 978-3-031-78856-7
Machine Learning
- Xuan Hou, Jinle Lin, Changjing Shang, Qiang Shen:
Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery. 3-19 - Senhui Qiu
, Saugat Bhattacharyya, Damien Coyle, Shirin Dora:
Developing Variational Generative Models Using Predictive Coding. 20-31 - Akash K. Shanthakumar, Farhad Fassihi Tash, Ahmad Lotfi, Jordan J. Bird:
Retrieval Augmented Large Language Model Chatbots in Higher Education: A Study on University Open Days. 32-44 - Qifan Zhou, Hujun Yin:
Contrastive Learning for Limited Medical Data - A Bipartite Strategy for Detection Tasks. 45-54 - James McAllister, John Wade, Conor J. Houghton, Cian O'Donnell:
Topological and Simplicial Features in Reservoir Computing Networks. 55-71 - Lei Zhang, Xiawu Zheng, Jiarui Wu, Xiang Chang, Nigel Copner, Chih-Min Lin, Fei Chao, Yanjie Chen, Changjing Shang, Qiang Shen:
A Hybrid Performance Estimation Strategy for Optimizing Neural Architecture Search. 72-84 - Danielle Notice, Nicos G. Pavlidis, Ahmed Kheiri:
Supervised Dimensionality Reduction for the Algorithm Selection Problem. 85-97 - Christopher C. O'Neill:
Multi-agent Awareness, No-Retracing, Diagonal Movement for Q-Learning. 98-105 - Jörg Bremer, Sebastian Lehnhoff:
The Effect of the Hypersphere Volume Anomaly on Generative Support Vector Decoders. 106-118 - Kevin Nolan, Mark McCartney, David H. Glass, Samuel Moore:
Model Variance in Neural Network Models for Forecasting Chaotic Systems. 119-125
Intelligent Robotics/Navigation
- Bingxin Zi, Haiying Wang, Jose Santos, Huiru Zheng:
A Monocular-LiDAR SLAM Guided by Image Segmentations. 129-139 - Clement Olufayo Oni, Haiying Wang:
Improved Bug Algorithms for Robot Navigation in Unknown Environments. 140-156 - Seán Ó Fithcheallaigh, Ian Cleland:
An Embedded Machine Learning Approach to Assist Navigation for People with Visual Impairments. 157-169
Biomedical Applications
- Abdoreza Asadpour, KongFatt Wong-Lin:
Can Multivariate Granger Causality Detect Directed Connectivity of a Multistable and Dynamic Biological Decision Network Model? 173-181 - Stephen Ross, Haiying Wang, Tianhai Yan, Masoud Shirali, Huiru Jane Zheng:
Classification of Dairy Cattle Combined Milk Production and Methane Emission Levels via Multilabel & Multiclass Systems. 182-194 - Ankit Goel, Idongesit Ekerete:
Advanced Gait Analysis for Elder Wellbeing Monitoring. 195-207 - Afolabi Salami Alausa, Jose Miguel Sanchez Bornot, Abdoreza Asadpour, Paula L. McClean, KongFatt Wong-Lin:
Alzheimer's Disease Classification Confidence of Individuals Using Deep Learning on Heterogeneous Data. 208-218
Image Processing
- Zheyi Chen, Xiang Chang, Fei Chao, Yanjie Chen, Changjing Shang, Qiang Shen:
Enhancing Single Image Super Resolution: A Galerkin-Type Attention Mechanism-Based Approach with Residual Channel Attention Networks. 221-232 - Venkata Nalajarla, Steven Preston, Shanfeng Hu, Liam Monte, Louis Monte, Longzhi Yang:
3D Teeth and Gum Segmentation Through Feature Fusion for Dental Image Processing. 233-254 - Eaby Kollonoor Babu, Kamlesh Mistry, Muhammad Naveed Anwar, Li Zhang:
Pose-Invariant Facial Expression Recognition Based on MOEO Algorithm and LBP. 255-275
Applications of Computational Intelligence
- Toyin Sofoluwe, Shirin Dora, Iain W. Phillips, Fung Po Tso:
Mitigating Cyber Threats from the Edge. 279-290 - Rebecca Hamm, Ahmed Kheiri, Tim Pigden:
Constructive Heuristics for Commercial Waste Collection with Time-Dependent Travel. 291-302 - Angela Chiatto, Amir Alizadeh, Giovanni Acampora, Autilia Vitiello, Amir Pourabdollah, Ahmad Lotfi:
A Performance Study of Genetic Algorithms-Based Quantum Approximate Optimisation in the Context of Power Networks. 303-314 - Titilayo Olabisi Soyoye, Tianhua Chen, Richard Hill:
Predicting Academic Performance of University Students Using Adaptive Neuro Fuzzy Inference System (ANFIS)- Subtractive Clustering Algorithm (ANFIS-SC): A Case Study in the UK. 315-333 - Jesus Enrique Gascon, Matias Garcia-Constantino:
Clustering Analysis of Tourism and Crime in Barcelona from 2011 to 2022. 334-339 - Mengyuan Ma, Hujun Yin:
Few-Shot Object Detection with Enhanced Prototypes. 340-352 - Anjali Karar Kumar, Matthew Burns:
Identifying and Predicting Patent Trends in the Artificial Intelligence Domain. 353-367 - Zhanwen Wu, Longzhi Yang, Jinxin Wang, Feng Zhang, Zhaolong Zhu, Xiaolei Guo, Pingxiang Cao:
Distributed Heterogeneous Panel Furniture Production with Lot-Sizing and Scheduling. 368-379
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