Publications | The School of Natural and Computing Sciences

DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions

2025 - Accepted/In press

Dou, J., Luo, L., Zhu, B., Luo, H., Zhong, M., Cheng, Y.

Contributions to Conferences: Papers

Food Standards Agency Science Council Report of Project ‘Artificial Intelligence Applications in Food Safety and Authenticity’

2025

Pearson, S., Gregory, P., Nicholson, C., O'Brien, J. T., Borriello, P., Burton, E., Cummins, S., Healing, J., Oliver, T., Smith, R., Tildesley, M., Wastling, J., Leontidis, G.

Commissioned by Science Council of the Food Standards Agency. Food Standards Agency. 64 pages

Books and Reports: Commissioned Reports

Digital Object Identifier: https://doi.org/10.46756/sci.fsa.yne470
Open Access: http://aura.abdn.ac.uk/bitstreams/09ce7d8c-847b-4c4f-aa84-08c57a91318c/download

EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks

2025

Konstantinou, A., Leontidis, G., Thota, M., Durrant, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://openaccess.thecvf.com/content/ICCV2025/papers/Konstantinou_EquiCaps_Predictor-Free_Pose-Aware_Pre-Trained_Capsule_Networks_ICCV_2025_paper.pdf
Open Access: https://pure.abdn.ac.uk/ws/files/309993602/Konstantinou_EquiCaps_Predictor-Free_Pose-Aware_Pre-Trained_Capsule_Networks_ICCV_2025_paper.pdf

SwinMas: Shifted Windows and Mask Unit Attention with Auxiliary Supervision for Medical Image Segmentation

2026

Lawal, M., Yi, D.

Biomedical Signal Processing and Control, vol. 113, no. A, 108858

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.bspc.2025.108858
Open Access: http://aura.abdn.ac.uk/bitstreams/dbeab86d-092c-4229-8bda-2827bb43e6a6/download

Capsule Network Projectors are Equivariant and Invariant Learners

2025

Everett, M., Durrant, A., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, pp. 1-18

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=7owCO3qskH
Open Access: https://pure.abdn.ac.uk/ws/files/309499851/4991_Capsule_Network_Projector.pdf

VisionTreeS: A Hybrid Tree-Based Visual Masked Autoencoder Approach for Strawberry Yield Forecasting From Low-Resolution Data

2025

Beddows, M. A., Durrant, A., Leontidis, G.

IEEE Transactions on AgriFood Electronics, pp. 1-9

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TAFE.2025.3613081
Open Access: https://pure.abdn.ac.uk/ws/files/309499773/TAFE3613081.pdf

COPP-Net: No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction

2025 - E-pub ahead of print

Zhu, L., Cheng, J., Wang, X., Su, H., Yuan, H., Song, J., Korhonen, J.

IEEE Transactions on Broadcasting

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TBC.2025.3597096
Additional Links: View publication in Scopus

Near-infrared vascular image segmentation using multi-stage enhancement and TAU-Net

2025

Tian, Z., Liu, H., Ji, Q., Wang, S., Li, Q., Yi, D., Liu, X.

Infrared physics & technology, vol. 148, 105875

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S1350449525001689
Digital Object Identifier: https://doi.org/10.1016/j.infrared.2025.105875
Open Access: http://aura.abdn.ac.uk/bitstreams/8dc79eaa-0cae-4325-8111-f2cf74c50490/download
Additional Links: View publication in Scopus

An End-to-End System for Culturally-Attuned Driving Feedback using a Dual-Component NLG Engine

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Can Image Quality Assessment Help Medical Image Segmentation?

2025 - Accepted/In press

Lawal, M., Sharma, P., Murchie, P., Yi, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Open Access: http://aura.abdn.ac.uk/bitstreams/60e373a7-17ba-43a9-8063-80e438c79f1e/download

Fish Detection and Size Estimation Using Curved Ellipse Modeling and Voting-Based Matching

2025 - Accepted/In press

Moorhead, C., Hua, Y., Yi, D., Li, Y., Fernandes, P. G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging

2025 - Accepted/In press

Chhetri, A., Korhonen, J., Gyawali, P. K., Bhattarai, B.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2506.15404
Open Access: http://aura.abdn.ac.uk/bitstreams/14793565-22c1-4fc8-9929-c1aefbc54efa/download
Additional Links: Conference home page

OmniNet: An Expandable Causal Inference Network for Multiple Modalities

2025

Zhou, Y., Leontidis, G., Zhong, M.

Neural Computing and Applications, vol. 37, no. 19, pp. 13749–13763

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-025-11202-9
Open Access: http://aura.abdn.ac.uk/bitstreams/ad331667-0007-4431-84ba-d2958e145871/download

Multisource Domain Adaptation for Nonintrusive Load Monitoring Through Data Distillation

2025

Luan, W., Zhang, R., Liu, B., Zhong, M., Li, K.

IEEE Transactions on Instrumentation and Measurement, vol. 74, 2521611

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TIM.2025.3551567
Additional Links: View publication in Scopus

Managing class imbalance in the training of a large language model to predict patient selection for total knee arthroplasty: Results from the Artificial intelligence to Revolutionise the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project

2025

Farrow, L., Anderson, L., Zhong, M.

Knee, vol. 54, pp. 1-8

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0968016025000213
Digital Object Identifier: https://doi.org/10.1016/j.knee.2025.02.007
Open Access: http://aura.abdn.ac.uk/bitstreams/c82322ac-e840-41f8-908c-75ac44959994/download

Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT

2025

Yi, D., Hua, Y., Murchie, P., Sharma, P.

IEEE journal of biomedical and health informatics, vol. 29, no. 4, pp. 2335-2344

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3340201
Open Access: http://aura.abdn.ac.uk/bitstreams/44bef647-55d9-4576-9330-5f25b452ed91/download
Additional Links: View publication in Scopus

Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI

2025

Allan, K., Azcona, J., Sripada, S., Leontidis, G., Sutherland, C., Phillips, L., Martin, D.

Royal Society Open Science, 241472

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.17605/OSF.IO/7ZD3S
Open Access: http://aura.abdn.ac.uk/bitstreams/274c86d1-bc26-4d80-8ad2-fbf6e7bb93a4/download

A systematic review of natural language processing applications in Trauma & Orthopaedics

2025

Farrow, L., Raja, A., Zhong, M., Anderson, L.

Bone and Joint Open, vol. 6, no. 3, pp. 264-274

Contributions to Journals: Review articles

Digital Object Identifier: https://doi.org/10.1302/2633-1462.63.BJO-2024-0081.R1
Open Access: http://aura.abdn.ac.uk/bitstreams/47b1733e-7308-4f45-bc2a-5a38d09e92d4/download
Additional Links: View publication in Scopus

Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

2025

Wang, J., Guo, Z., Yi, D., Hua, Y., Meng, Q.

Multimedia Systems, vol. 31, 16

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00530-024-01542-2

Masked Capsule Autoencoders

2025

Everett, M., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, pp. 1-15

Contributions to Journals: Articles

Online: https://openreview.net/pdf?id=JHxrh00W1j
Open Access: http://aura.abdn.ac.uk/bitstreams/7d6c983d-e42c-4c70-adb0-a323e95064f4/download
Additional Links: https://openreview.net/forum?id=JHxrh00W1j

Control and Applications of Intelligent Unmanned Aerial Vehicles

2025

Yan, Y., Yi, D., Lu, H., Gao, L.

Electronics (Switzerland), vol. 14, no. 2, 375

Contributions to Journals: Editorials

Digital Object Identifier: https://doi.org/10.3390/electronics14020375
Open Access: http://aura.abdn.ac.uk/bitstreams/49465658-3b6f-411a-92cb-7181d1554dc8/download
Additional Links: View publication in Scopus

Exploring the use of biphasic quantitative thoracic computed tomography to evaluate halo-pelvic traction in managing severe adolescent idiopathic scoliosis

2024

Zhou, J., Zhao, Z., Cai, Q., Zhong, M.

Quantitative Imaging in Medicine and Surgery, vol. 14, no. 12, pp. 8429-8442

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.21037/qims-24-568
Open Access: http://aura.abdn.ac.uk/bitstreams/6649f238-0896-4284-84a9-27ed30879cf2/download
Additional Links: View publication in Scopus

NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision

2024

Pokhrel, S., Bhandari, S., Ali, S., Lambrou, T., Nguyen, A., Shrestha, Y. R., Watson, A., Stoyanov, D., Gyawali, P., Bhattarai, B.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2412.01590
Open Access: http://aura.abdn.ac.uk/bitstreams/737aa305-d4d1-43dc-8184-9bf8a2022260/download

Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification

2024 - Accepted/In press

Li, Y., Sharma, P., Leontidis, G., Yi, D.

Contributions to Journals: Conference Articles

Open Access: http://aura.abdn.ac.uk/bitstreams/00ea8995-60d4-4777-810d-f805dd2cb002/download

Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives

2024

Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M., Leontidis, G.

Sensors, vol. 24, no. 2024, 7327

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/s24227327
Open Access: http://aura.abdn.ac.uk/bitstreams/56c28a6a-f00e-40ac-bba6-09604d02fea9/download

3DTA: No-Reference 3D Point Cloud Quality Assessment with Twin Attention

2024

Zhu, L., Cheng, J., Wang, X., Su, H., Yang, H., Yuan, H., Korhonen, J.

IEEE Transactions on Multimedia, vol. 26, pp. 10489 - 10502

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TMM.2024.3407698
Additional Links: View publication in Scopus

Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions

2024

Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R., Leontidis, G.

Contributions to Journals: Conference Articles

Online: https://ceur-ws.org/Vol-3828/paper31.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/8933a31f-de0d-4382-8d8d-c6d04b6473a2/download

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

2024

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, pp. 1-16

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=y8qGOvUn1r
Open Access: http://aura.abdn.ac.uk/bitstreams/addb9cc4-62ce-48f8-90f5-55bc1c9202f3/download

Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise

2024

Khanal, B., Dai, T., Bhattarai, B., Linte, C. A.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.1007/978-3-031-72120-5_4
Open Access: http://aura.abdn.ac.uk/bitstreams/9adba5b0-2cdb-4f9b-a279-10ad16dd83c8/download

Polar Contrast Attention and Skip Cross-channel Aggregation for Efficient Learning in U-Net

2024

Lawal, M., Yi, D.

Computers in Biology and Medicine, vol. 181, 109047

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compbiomed.2024.109047
Open Access: http://aura.abdn.ac.uk/bitstreams/bfa50d1f-e5a9-4553-a76d-6737e3f6b12d/download

Emo-LSTM: An Emotion Recognition Model of ECG Data Based on Long Short-Term Memory

2024

Tian, Z., Liu, H., Mi, D., Yi, D., Li, Q.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-7139-4_77
Additional Links: View publication in Scopus

Extraction of Forearm Near-Infrared Vascular Skeleton Based on Zhang-Suen Refinement Algorithm

2024

Ji, Q., Liu, H., Tian, Z., Wang, S., Li, Q., Yi, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-7139-4_64
Additional Links: View publication in Scopus

Real-time Semantic Segmentation of Solar Photovoltaic Arrays for Autonomous UAV Flights

2024

Li, N., Chen, H., Sun, Z., Gao, J., Yi, D., Liu, C., Su, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.23919/CCC63176.2024.10662016
Additional Links: View publication in Scopus

PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic Segmentation

2024

Zhao, X., Yang, Z., Dai, T., Zhang, B., Xiao, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://openaccess.thecvf.com/content/CVPR2024/html/Zhao_PSDPM_Prototype-based_Secondary_Discriminative_Pixels_Mining_for_Weakly_Supervised_Semantic_CVPR_2024_paper.html
Digital Object Identifier: https://doi.org/10.1109/CVPR52733.2024.00330

Gated Transformer Representing Region Importance for Image Quality Assessment

2024

You, J., Lin, Y., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/IJCNN60899.2024.10650165
Additional Links: View publication in Scopus

Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition

2024

Jiang, S., Guo, J., Wang, Y., Yang, S.

IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 9, pp. 1973-1986

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JAS.2024.124515
Additional Links: View publication in Scopus

Cross Domain Policy Transfer with Effect Cycle-Consistency

2024

Zhu, R., Dai, T., Celiktutan, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICRA57147.2024.10611110

Near-Infrared Forearm Vascular Width Calculation Using Radius Estimation of Tangent Circle

2024

Ji, Q., Liu, H., Tian, Z., Wang, S., Li, Q., Yi, D.

Bioengineering, vol. 11, no. 8, 801

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/bioengineering11080801
Open Access: http://aura.abdn.ac.uk/bitstreams/cb20d0c0-936a-4d90-9251-6615c742d636/download

Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea: Brent field case study

2024

Jalili Dargalusani, S., Leontidis, G., Cauvin, S., Gormley, K., Stone, M., Neilson, R.

Journal of Environmental Management, vol. 365, 121491

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.jenvman.2024.121491
Open Access: http://aura.abdn.ac.uk/bitstreams/436f5a46-dfd9-4999-9511-09e6668ad86e/download

Robust distance measurement using illumination map estimation and MAHNet in underground coal mines

2024

Zhang, J., Li, J., Liu, H., Wang, H., Yi, D., Liu, X., Li, Q.

Measurement Science and Technology, vol. 35, no. 8, 086013

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1088/1361-6501/ad25e0

Object-Centric Learning with Capsule Networks: A Survey

2024

De Sousa Ribeiro, F., Duarte, K., Everett, M. A., Leontidis, G., Shah, M.

ACM Computing Surveys, vol. 56, no. 11, 291

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1145/3674500
Open Access: http://aura.abdn.ac.uk/bitstreams/96590efe-78dd-47e8-a82d-7051227cfe47/download

Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

2024

Mckone, J. E., Lambrou, T., Ye, X., Brown, J. M.

Frontiers in Computer Science, vol. 6, 1386514

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3389/fcomp.2024.1386514
Open Access: http://aura.abdn.ac.uk/bitstreams/bd905530-799a-4c02-9081-12a8c942487b/download
Additional Links: View publication in Scopus

A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting

2024

Beddows, M. A., Leontidis, G.

Agriculture, vol. 14, no. 6, 883

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/agriculture14060883
Open Access: http://aura.abdn.ac.uk/bitstreams/ee43e83b-4ed8-42cf-88f4-cc986da56ca8/download

Coordinate-Aware Mask R-CNN with Group Normalization: A Underwater Marine Animal Instance Segmentation Framework

2024

Yi, D., Ahmedov, H. B., Jiang, S., Li, Y., Flinn, S. J., Fernandes, P. G.

Neurocomputing, vol. 583, 127488

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.neucom.2024.127488
Open Access: http://aura.abdn.ac.uk/bitstreams/0d594d07-c519-46ce-bd4d-033f8fa04b55/download

Enhanced Affinity Propagation Clustering on Heterogeneous Information Network

2024

Rajan, D., Jiang, S., Yi, D., Pang, W., Coghill, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-55568-8_28
Open Access: http://aura.abdn.ac.uk/bitstreams/0411110d-f442-4052-95bd-5052845c1b2f/download

Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

2024

Li, A. H., Markovic, M., Edwards, P., Leontidis, G.

Expert Systems with Applications, vol. 242, pp. 1-12

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.eswa.2023.122847
Open Access: http://aura.abdn.ac.uk/bitstreams/b523b56b-12bc-42d0-bd50-a645cd3fd6bc/download
Additional Links: https://www.sciencedirect.com/science/article/pii/S0957417423033493

Specialist Advisory Group (SAG) on Applications of Artificial Intelligence to Environment Natural Resources & Agriculture Policy, Scottish Government - Workshop Report

2024

Brewer, M., Leontidis, G.

Scottish Environment, Food and Agriculture Research Institutes (SEFARI). 4 pages

Books and Reports: Commissioned Reports

Online: https://sefari.scot/document/specialist-advisory-group-on-applications-of-artificial-intelligence-initial-findings
Open Access: http://aura.abdn.ac.uk/bitstreams/9f2736a1-ac1a-4b38-b64a-b249de160c55/download

FishIR: Identifying Pufferfish Individual based on Deep Learning and Face Recognition

2024

Lin, Y., Xie, S., Ghose, D., Liu, X., You, J., Korhonen, J., Liu, J., Dash, S. P.

IEEE Access, vol. 12, pp. 59807 - 59817

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/ACCESS.2024.3390412
Open Access: http://aura.abdn.ac.uk/bitstreams/74ef474b-db00-401e-ad2c-3c2322b28c04/download
Additional Links: View publication in Scopus

Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods

2024

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, vol. 2024, no. 4, pp. 1-17

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=z5AXLMBWdU&nesting=2&sort=date-desc
Digital Object Identifier: https://doi.org/10.48550/arXiv.2306.16122
Open Access: http://aura.abdn.ac.uk/bitstreams/eef0ffba-1c20-4efa-b95d-09174e253324/download
Additional Links: Open peer review reports

EXPLANATIONS OF FACTORS INFLUENCING HARSH BRAKING AND PRESENTATION STYLES

2024

Thompson, I. P., Willie, E., Reiter, E., Yi, D.

Contributions to Conferences

Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

2024

Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P. K.

IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3313785
Open Access: http://aura.abdn.ac.uk/bitstreams/45d5f41d-0e93-461a-a449-35155182c2b1/download
Additional Links: View publication in Scopus

Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation

2024

Xu, S., Zhang, L., Jiang, G., Hua, Y., Liu, Y.

Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.32604/cmc.2023.045853
Open Access: http://aura.abdn.ac.uk/bitstreams/99398f27-42e8-46d8-aa9e-94dc563fb07b/download
Additional Links: View publication in Scopus

On the Explainable Detection of Stress Levels Using Heart Rate Variability Based Deep Neural Networks

2024

Lin, Y., Ghose, D., Korhonen, J., You, J., Dash, S. P.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/Healthcom56612.2023.10472396
Additional Links: View publication in Scopus

High Resolution Image Quality Database

2024

Huang, H., Wan, Q., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP48485.2024.10446520
Open Access: http://aura.abdn.ac.uk/bitstreams/1f0a565d-7148-4dde-99b1-bb818d1479b0/download
Additional Links: View publication in Scopus

Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation

2024

Wu, W., Dai, T., Huang, X., Ma, F., Xiao, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP48485.2024.10447893

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

2024

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2403.06813
Open Access: http://aura.abdn.ac.uk/bitstreams/c5b2926c-d708-4bd9-ac6a-7cd03bc043d1/download

Segment Anything Model (SAM) for Automatic Crater Detection

2024

Giannakis, I., Bhardwaj, A., Sam, L., Leontidis, G.

EGU General Assembly 2024, pp. 21146

Contributions to Conferences: Abstracts

Digital Object Identifier: https://doi.org/10.5194/egusphere-egu24-21146
Open Access: http://aura.abdn.ac.uk/bitstreams/b0b611b4-9101-4f3e-9ef1-b2f1a4273981/download

Temporal properties of self-prioritization

2024

Lu, Z., He, X., Yi, D., Sui, J.

Entropy, vol. 26, no. 3, 242

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/e26030242
Open Access: http://aura.abdn.ac.uk/bitstreams/b7931a20-6a7e-4037-aef8-96bac6b68fa0/download

Masked Capsule Autoencoders

2024

Everett, M. A., Zhong, M., Leontidis, G.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2403.04724
Open Access: http://aura.abdn.ac.uk/bitstreams/4acef69b-d27e-4f91-b9c3-28e7229f6325/download

Smartphone-based extendable telematic data collection app

2024

Peter, T. I., Reiter, E., Yi, D.

Software Impacts, vol. 19, 100601

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.simpa.2023.100601
Open Access: http://aura.abdn.ac.uk/bitstreams/e152ec0e-1963-441b-afaf-2648ce1e50e6/download
Additional Links: View publication in Scopus

Application of IMVR Convolutional Neural Networks to Classification of Land Use Remote Sensing Datasets

2024

Shuai, Y., Xin, N., Hasan, M. M., Hu, B., Dai, T., Liu, H.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/CyberC58899.2023.00015
Additional Links: View publication in Scopus

An improved brain storm optimization with chunking-grouping method

2024

Guo, J., Gao, C., Jiang, S., Xie, W., Wu, Z.

Concurrency and Computation: Practice and Experience, vol. 36, no. 4, e7924

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1002/cpe.7924
Additional Links: View publication in Scopus

A Mahalanobis Distance-based Approach for Dynamic Multi-objective Optimization with Stochastic Changes

2024

Hu, Y., Zheng, J., Jiang, S., Yang, S., Zou, J., Wang, R.

IEEE Transactions on Evolutionary Computation, vol. 28, no. 1, pp. 238-251

Contributions to Journals: Abstracts

Digital Object Identifier: https://doi.org/10.1109/TEVC.2023.3253850
Additional Links: View publication in Scopus; Accepted Manuscript in DeMontfort University Institutional Repository

High Resolution Image Quality Database

2024

Huang, H., Wan, Q., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2401.16087
Open Access: http://aura.abdn.ac.uk/bitstreams/f65624f1-1749-4514-b3a9-15dcd95d67d2/download

Wavelet-based Network for High Dynamic Range Imaging

2024

Dai, T., Li, W., Cao, X., Liu, J., Jia, X., Leonardis, A., Yan, Y., Yuan, S.

Computer Vision and Image Understanding, vol. 238, 103881

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S1077314223002618
Digital Object Identifier: https://doi.org/10.1016/j.cviu.2023.103881
Open Access: http://aura.abdn.ac.uk/bitstreams/81da602f-73f7-413b-ae78-d5ff0ad7c6bd/download

THE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer

2024

Zeng, B., Liang, J., Hua, Y., Li, R., Deng, H., Peng, Y., Wang, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-5672-8_32
Additional Links: Provided by the Springer Nature SharedIt content-sharing initiative; View publication in Scopus

Learning to Solve Tasks with Exploring Prior Behaviour

2023

Zhu, R., Li, S., Dai, T., Zhang, C., Celiktutan, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/IROS55552.2023.10342272
Open Access: http://aura.abdn.ac.uk/bitstreams/645a1c2b-adb8-498e-8bf5-0b593a4c972e/download

ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

2023

Everett, M. A., Zhong, M., Leontidis, G.

Transactions on Machine Learning Research, pp. 1-13

Contributions to Journals: Articles

Open Access: http://aura.abdn.ac.uk/bitstreams/90162bde-d2eb-41dc-9395-92d1288eda0c/download
Additional Links: https://openreview.net/pdf?id=Id10mlBjcx

LLEDA—Lifelong Self-Supervised Domain Adaptation

2023

Thota, M., Yi, D., Leontidis, G.

Knowledge-Based Systems, vol. 279, 110959

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.knosys.2023.110959
Open Access: http://aura.abdn.ac.uk/bitstreams/4b19db02-fdfa-48c6-94bb-080b76fabb5a/download
Additional Links: View publication in Scopus

Half of an image is enough for quality assessment

2023

You, J., Lin, Y., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICIP49359.2023.10223124

MFANet: Mixed Feature Attention Network for Port Lane Detection

2023

Zhang, J., Su, J., Yi, D., Yang, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.23919/CCC58697.2023.10240831
Additional Links: View publication in Scopus

A Deep Learning Approach to Self-prioritization Processing

2023 - Accepted/In press

Lu, Z., Yi, D., He, X., Sui, J.

Contributions to Conferences: Papers

Open Access: http://aura.abdn.ac.uk/bitstreams/da9d8c06-5497-4caa-b6db-ae5b432a1565/download

Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks

2023 - E-pub ahead of print

Hua, Y., Sui, J., Fang, H., Hu, C., Yi, D.

CAAI Transactions on Intelligence Technology

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1049/cit2.12257
Open Access: http://aura.abdn.ac.uk/bitstreams/39473133-3294-4c1f-9fa6-7901d85f9d44/download
Additional Links: View publication in Scopus

No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction

2023

Cheng, J., Su, H., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18293/SEKE2023-185
Additional Links: View publication in Scopus

Deep Reinforcement Learning for Real-Time Assembly Planning in Robot-Based Prefabricated Construction

2023

Zhu, A., Dai, T., Xu, G., Pauwels, P., Vries, B. d., Fang, M.

IEEE Transactions on Automation Science and Engineering, vol. 20, no. 3, pp. 1515-1526

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TASE.2023.3236805

No-Reference Point Cloud Quality Assessment via Weighted Patch Quality Prediction

2023

Cheng, J., Su, H., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2305.07829
Open Access: http://aura.abdn.ac.uk/bitstreams/81a4b74c-1c04-474e-9295-7e02f784a40d/download

Extended state observer-based nonsingular terminal sliding mode controller for a DC-DC buck converter with disturbances: theoretical analysis and experimental verification

2023

Wang, S., Li, S., Su, J., Li, J., Zhang, L.

International Journal of Control, vol. 96, no. 7, pp. 1661-1671

Contributions to Journals: Articles

Online: https://repository.essex.ac.uk/32677/
Digital Object Identifier: https://doi.org/10.1080/00207179.2022.2063192

S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning

2023

Manova, A., Durrant, A., Leontidis, G.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2305.11701
Open Access: http://aura.abdn.ac.uk/bitstreams/94d3469a-6831-4f1c-b9a6-aed0f7326946/download
Additional Links: https://arxiv.org/pdf/2305.11701.pdf

HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes

2023

Durrant, A., Leontidis, G.

Working Papers and Discussion Papers

Online: https://arxiv.org/pdf/2305.10926.pdf
Digital Object Identifier: https://doi.org/10.48550/arXiv.2305.10926
Open Access: http://aura.abdn.ac.uk/bitstreams/8194ab56-2cd3-48a8-8a6e-8e14c5ae6b9a/download

Biological survival optimization algorithm with its engineering and neural network applications

2023

Wang, L., Zhang, Q., He, X., Yang, S., Jiang, S., Dong, Y.

Soft Computing, vol. 27, pp. 6437–6463

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00500-023-07851-4
Additional Links: View publication in Scopus; Link to AAM in De Montfort University Repository

Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

2023

Onoufriou, G., Hanheide, M., Leontidis, G.

Computers and Electronics in Agriculture, vol. 208, 107784

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compag.2023.107784
Open Access: http://aura.abdn.ac.uk/bitstreams/658b65e8-4d51-4704-878d-4e164e1ca0c8/download

Eagle-YOLO: An Eagle-Inspired YOLO for Object Detection in Unmanned Aerial Vehicles Scenarios

2023

Liao, L., Luo, L., Su, J., Xiao, Z., Zou, F., Lin, Y.

Mathematics, vol. 11, no. 9, 2093

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/math11092093
Open Access: http://aura.abdn.ac.uk/bitstreams/644b253e-4bb1-40bb-81c0-9f56f125ba78/download
Additional Links: View publication in Scopus

Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance

2023

Hu, Y., Zheng, J., Jiang, S., Yang, S., Zou, J.

IEEE Transactions on Cybernetics, vol. 53, no. 4, pp. 2572 - 2585

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCYB.2021.3128584
Open Access: http://aura.abdn.ac.uk/bitstreams/dfbb0579-95dc-47b5-a596-f2c98991e0d2/download
Additional Links: View publication in Scopus

Fast Accurate Fish Recognition with Deep Learning Based on a Domain-Specific Large-Scale Fish Dataset

2023

Lin, Y., Chu, Z., Korhonen, J., Xu, J., Liu, X., Liu, J., Liu, M., Fang, L., Yang, W., Ghose, D., You, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-27077-2_40
Additional Links: View publication in Scopus

Fourier Graph Convolution Network for Time Series Prediction

2023

Liao, L., Hu, Z., Hsu, C., Su, J.

Mathematics, vol. 11, no. 7, 1649

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/math11071649
Open Access: http://aura.abdn.ac.uk/bitstreams/cac55712-6b4f-437d-87b2-e715ac6c5352/download

DKTNet: Dual-Key Transformer Network for small object detection

2023

Xu, S., Gu, J., Hua, Y., Liu, Y.

Neurocomputing, vol. 525, pp. 29-41

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.neucom.2023.01.055
Additional Links: View publication in Scopus

Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s

2023

Shen, L., Su, J., He, R., Song, L., Huang, R., Fang, Y., Song, Y., Su, B.

Computers and Electronics in Agriculture, vol. 206, 107662

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compag.2023.107662
Open Access: http://aura.abdn.ac.uk/bitstreams/d1f999f3-ec49-496d-9af5-c2bfb92df03c/download
Additional Links: View publication in Scopus

Nonintrusive Load Monitoring Based on Self-Supervised Learning

2023

Chen, S., Zhao, B., Zhong, M., Luan, W., Yu, Y.

IEEE Transactions on Instrumentation and Measurement, vol. 72, 2507113

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TIM.2023.3246504
Additional Links: View publication in Scopus

Half of an image is enough for quality assessment

2023

You, J., Lin, Y., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2301.12891

Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions

2023

Potts, R. L., Leontidis, G.

Northern Lights Deep Learning Conference 2023 (Extended Abstracts)

Contributions to Conferences: Posters

Open Access: http://aura.abdn.ac.uk/bitstreams/a0ba1da0-73a1-44cb-bbdc-edd5d31a5846/download

State-of-the-art generalisation research in NLP: a taxonomy and review

2023

Hupkes, D., Giulianelli, M., Dankers, V., Artetxe, M., Elazar, Y., Pimentel, T., Christodoulopoulos, C., Lasri, K., Saphra, N., Sinclair, A., Ulmer, D., Schottmann, F., Batsuren, K., Sun, K., Sinha, K., Khalatbari, L., Ryskina, M., Technology, H., Cotterell, R., Jin, Z.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2210.03050

Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

2023

Ghadage, A., Yi, D., Coghill, G., Pang, W.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-20650-4_4
Open Access: http://aura.abdn.ac.uk/bitstreams/58c8c4d4-5ef0-45c5-919f-b9e6f069a8cb/download
Additional Links: View publication in Scopus; Link to Conference

Lightweight deep learning methods for panoramic dental X-ray image segmentation

2022

Lin, S., Hao, X., Liu, Y., Yan, D., Liu, J., Zhong, M.

Neural Computing and Applications

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-022-08102-7
Open Access: http://aura.abdn.ac.uk/bitstreams/43bb532d-354b-43f4-aa19-843631c81b70/download
Additional Links: View publication in Scopus

Causal Effect Estimation Using Variational Information Bottleneck

2022

Lu, Z., Cheng, Y., Zhong, M., Stoian, G., Yuan, Y., Wang, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-20309-1_25
Additional Links: View publication in Scopus

LightNILM: Lightweight neural network methods for non-intrusive load monitoring

2022

Lu, Z., Cheng, Y., Zhong, M., Luan, W., Ye, Y., Wang, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1145/3563357.3566152
Additional Links: View publication in Scopus; http://nilmworkshop.org/2022/proceedings/nilm22-final65.pdf; NILM Workshop 2022

Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements

2022

Papaoikonomou, A., Wingate, J., Verma, V., Durrant, A., Ioannou, G., Papagiannis, T., Yu, M., Alexandridis, G., Dokhane, A., Leontidis, G., Kollias, S., Stafylopatis, A.

Annals of Nuclear Energy, vol. 178, 109373

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.anucene.2022.109373
Open Access: http://aura.abdn.ac.uk/bitstreams/00a88eeb-4115-4fdf-8b60-8df4e735a9ed/download

Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving

2022

Yi, D., Fang, H., Hua, Y., Su, J., Quddus, M. A., Han, J.

IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 4, pp. 1496-1506

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCDS.2021.3117925
Open Access: http://aura.abdn.ac.uk/bitstreams/0b83771f-4a25-4cb3-aa64-8df59a558d19/download
Additional Links: View publication in Scopus; https://pure.roehampton.ac.uk/portal/en/publications/1fa0afdf-d77b-44e2-b247-7ac006aa210e

CaR: A Cutting and Repulsion-Based Evolutionary Framework for Mixed-Integer Programming Problems

2022

Liu, J., Wang, Y., Huang, P. Q., Jiang, S.

IEEE Transactions on Cybernetics, vol. 52, no. 12, pp. 13129 - 13141

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCYB.2021.3103778
Additional Links: View publication in Scopus

Machine Learning to Support Visual Auditing of Home-based Lateral Flow Immunoassay Self-Test Results for SARS-CoV-2 Antibodies

2022

Wong, N. C. K., Meshkinfamfard, S., Turbe, V., Whitaker, M., Moshe, M., Bardanzellu, A., Dai, T., Pignatelli, E., Barclay, W., Darzi, A., Elliott, P., Ward, H., Tanaka, R., Cooke, G., McKendry, R., Atchison, C., Bharath, A. A.

Communications Medicine, vol. 2, 78

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s43856-022-00146-z
Open Access: http://aura.abdn.ac.uk/bitstreams/b7319bf7-bf7d-479a-a9d1-606b3de78e90/download