College of Science and Engineering
| Type | College |
|---|---|
| University | University of Derby |
| Dean | Chris Bussell |
Latest research outputs
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Interventions to Promote Physical Activity and Healthy Ageing: Special Issue Reprint:
Pringle, A. and Kime, N (ed.) 2025. Interventions to Promote Physical Activity and Healthy Ageing: Special Issue Reprint: Basel MDPI.Book
Energy optimization and plant comfort management in smart greenhouses using the artificial bee colony algorithm
Jawad, M., Wahid, F., Ali, S., Ma, Y., Alkhyyat, A., Khan, J. and Lee, Y. 2025. Energy optimization and plant comfort management in smart greenhouses using the artificial bee colony algorithm. Scientific Reports. 15, pp. 1-29. https://doi.org/10.1038/s41598-024-84141-5Journal article
Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder
Almas, S., Wahid, F., Ali, S., Alkhyyat, A., Ullah, K., Khan, J. and Lee, Y. 2025. Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder. Scientific Reports. 15. https://doi.org/10.1038/s41598-025-85752-2Journal article
Machine Learning-Based Molecular Dynamics Studies on Predicting Thermophysical Properties of Ethanol–Octane Blends
Shateri, A., Yang, Z. and Xie, J. 2025. Machine Learning-Based Molecular Dynamics Studies on Predicting Thermophysical Properties of Ethanol–Octane Blends. Energy and Fuels. 39 (2). https://doi.org/10.1021/acs.energyfuels.4c05653Journal article
Data-driven optimization of turbulent kinetic energy and tumble-y in combustion engines: A comparative study of machine learning models
Shateri, A., Yang, Z., Liu, Y. and Xie, J. 2025. Data-driven optimization of turbulent kinetic energy and tumble-y in combustion engines: A comparative study of machine learning models. Fuel. 389, pp. 1-22. https://doi.org/10.1016/j.fuel.2025.134590Journal article
Transferability Evaluation in Wi-Fi Intrusion Detection Systems Through Machine Learning and Deep Learning Approaches
Yonbawi, S., Afzal, A., Yasir, M., Rizwan, M. and Kryvinska, N. 2025. Transferability Evaluation in Wi-Fi Intrusion Detection Systems Through Machine Learning and Deep Learning Approaches. IEEE Access. 13, pp. 11248 - 11264. https://doi.org/10.1109/ACCESS.2025.3528214Journal article
Impact of inter-city interactions on disease scaling
Loureiro, L.A., Neto, N.R., Sutton, J., Perc, M. and Ribeiro, R.V. 2025. Impact of inter-city interactions on disease scaling. Scientific Reports. 15 (498), pp. 1-12. https://doi.org/10.1038/s41598-024-84252-zJournal article
Natural Language Processing and Information Systems
Rapp, A., Di Caro, L., Meziane, F. and Sugumaran, V. (ed.) 2024. Natural Language Processing and Information Systems. Switzerland Springer.Book
Artificial Intelligence and Its Practical Applications in the Digital Economy
Elhadj, Y.M., Nanne. M.F., Koubaa, A., Meziane, F. and Deriche, M. (ed.) 2024. Artificial Intelligence and Its Practical Applications in the Digital Economy. Switzerland Springer.Book
Analytical Psychology and Sport Epistemology, Theory and Practice
Cowen, A. 2024. Analytical Psychology and Sport Epistemology, Theory and Practice. New York Routledge.Book
Utilizing Artificial intelligence to identify an Optimal Machine learning model for predicting fuel consumption in Diesel engines
Shateri, A., Yang, Z. and Xie, J. 2024. Utilizing Artificial intelligence to identify an Optimal Machine learning model for predicting fuel consumption in Diesel engines. Energy and AI. 16, pp. 1-17. https://doi.org/10.1016/j.egyai.2024.100360Journal article
Predicting the Effects of Urbanisation on Biodiversity with the use of Soundscape Analysis
Lemon, S., Carvalho, J. and Huck, M. 2024. Predicting the Effects of Urbanisation on Biodiversity with the use of Soundscape Analysis. Undergraduate Research Scholarship Scheme Conference 2024. University of Derby. https://doi.org/10.48773/qw613Conference poster
Mechanical Behavior of 3D-Printed Zig-Zag Honeycomb Structures Made of BASF Ultrafuse 316L
Wood, P., Sarzynski, M., Platek, P., Cedro, P., Gunputh, U. and Rusinek, A. 2024. Mechanical Behavior of 3D-Printed Zig-Zag Honeycomb Structures Made of BASF Ultrafuse 316L. Materials. 17 (24). https://doi.org/10.3390/ma17246194Journal article
Bund flora in the traditional rice paddy terraces in some foothill landscapes of Guilan Province, N. Iran, towards conservation of phytodiversity in agroecosystems
Ashouri, M., Naqinezhad, A. and Norastehnia, A. 2024. Bund flora in the traditional rice paddy terraces in some foothill landscapes of Guilan Province, N. Iran, towards conservation of phytodiversity in agroecosystems. Caspian Journal of Environmental Sciences. https://doi.org/10.22124/cjes.2024.8075Journal article
An Intelligent Quantum Cyber-Security Framework for Healthcare Data Management
Gupta, K., Saxena, D., Rani, P., Kumar, J., Makkar, A. and Singh, A. K. 2024. An Intelligent Quantum Cyber-Security Framework for Healthcare Data Management. IEEE Transactions on Automation Science and Engineering. pp. 1-12. https://doi.org/10.1109/TASE.2024.3456209Journal article
A Global Cybersecurity Standardization Framework for Healthcare Informatics
Gupta, K., Mishra, V. and Makkar, A. 2024. A Global Cybersecurity Standardization Framework for Healthcare Informatics. IEEE Journal of Biomedical and Health Informatics. pp. 1-8. https://doi.org/10.1109/JBHI.2024.3467179Journal article
Microbial Use as an Agent to Improve the Durability of Sub-Structure Concrete: A Comprehensive Structured Review
Mukhtar, A.M., Mohamed, J.J., Ibrahim, N.A. and Hamza, O. 2024. Microbial Use as an Agent to Improve the Durability of Sub-Structure Concrete: A Comprehensive Structured Review. Journal of Advanced Research in Micro and Nano Engineering. 25 (1), pp. 111-124. https://doi.org/10.37934/armne.26.1.123136Journal article
Rapid In-Field Detection of Airborne Pathogens Using Loop-Mediated Isothermal Amplification (LAMP)
Bani, A., Whitby, C., Colbeck, I., Dumbrell, A. J. and Ferguson, R. M. W. 2024. Rapid In-Field Detection of Airborne Pathogens Using Loop-Mediated Isothermal Amplification (LAMP). Microorganisms. 12 (12), pp. 1-21. https://doi.org/10.3390/microorganisms12122578Journal article
Increasing timber and declining live plant diversity and volumes in global trade from 2000 to 2020
Naqinezhad, A., Morton, O. and Edwards, D. P. 2024. Increasing timber and declining live plant diversity and volumes in global trade from 2000 to 2020. Communications Earth & Environment. 5, pp. 1-9. https://doi.org/10.1038/s43247-024-01950-2Journal article
Cutting-Edge Intrusion Detection in IoT Networks: A Focus on Ensemble Models
Sama, N. U., Ullah, S., Kazmi, A. S. M. and Mazzara, M. 2024. Cutting-Edge Intrusion Detection in IoT Networks: A Focus on Ensemble Models. IEEE Access. pp. 1-20. https://doi.org/10.1109/ACCESS.2024.3491831Journal article
A Subjective Comparison of Virtual Stereo Microphone Techniques for Rendering Ambisonics
Girijavallabhan, A. and Wiggins, B. 2024. A Subjective Comparison of Virtual Stereo Microphone Techniques for Rendering Ambisonics. Proceedings of the Institute of Acoustics. 46 (3), pp. 1-16.Journal article
The Human Factor in the Architecture Equation
Russo-Schtcherbakoff-Kodakoff, M. 2024. The Human Factor in the Architecture Equation. PhD Thesis University of Derby College of Science and Engineering https://doi.org/10.48773/qv40zPhD Thesis
A Self-Learning Robotic System Solution for Industrial Applications Using Imitation Learning
Jadeja, Y. 2024. A Self-Learning Robotic System Solution for Industrial Applications Using Imitation Learning. Thesis https://doi.org/10.48773/qv375Thesis
Enhancing robotics learning using imitation learning through visual-based behaviour cloning
Jadeja, Y., Shafik, M., Wood, P. and Makkar, A. 2024. Enhancing robotics learning using imitation learning through visual-based behaviour cloning. 21st International Conference on Manufacturing Research. EDP Sciences. https://doi.org/10.1051/matecconf/202440112006Conference paper
Various Active Learning Strategies Analysis in Image Labeling: Maximizing Performance with Minimum Labeled Data
Tyagi, A., Aditya, H., Shelke, N., Khandelwal, R., Singh, J., Jadeja, Y. and Turukmane, A. 2024. Various Active Learning Strategies Analysis in Image Labeling: Maximizing Performance with Minimum Labeled Data. in: Santosh, K. C., Makkar, A., Conway, M., Singh, A. K., Vacavant, A., Abou el Kalam, A., Bouguelia, M. and Hegadi, R. (ed.) Recent Trends in Image Processing and Pattern Recognition Switzerland Springer. pp. 178-188Book chapter
Deep Learning Classification of Traffic-Related Tweets: An Advanced Framework Using Deep Learning for Contextual Understanding and Traffic-Related Short Text Classification
Abdi, A., Melhem, W. and Meziane, F. 2024. Deep Learning Classification of Traffic-Related Tweets: An Advanced Framework Using Deep Learning for Contextual Understanding and Traffic-Related Short Text Classification. Applied Sciences. 14 (23), pp. 1-21. https://doi.org/10.3390/app142311009Journal article
Enhanced sound level monitoring at live events by measuring audio program loudness
Digby, J.J. and Hill, A.J. 2024. Enhanced sound level monitoring at live events by measuring audio program loudness. Institute of Acoustics Reproduced Sound. Institute of Acoustics.Conference paper
Notation for mass parallel algorithms: computing Petri net state space on GPU case study
Zaitsev, D., Zhang, Z., Liu, D. and Shmeleva, T. R. 2024. Notation for mass parallel algorithms: computing Petri net state space on GPU case study. International Journal of Parallel, Emergent and Distributed Systems . pp. 1-15. https://doi.org/10.1080/17445760.2024.2431545Journal article
Traffic Detection and Forecasting from Social Media Data Using a Deep Learning-Based Model, Linguistic Knowledge, Large Language Models, and Knowledge Graphs
Melhem, W., Abdi, A. and Meziane, F. 2024. Traffic Detection and Forecasting from Social Media Data Using a Deep Learning-Based Model, Linguistic Knowledge, Large Language Models, and Knowledge Graphs. 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. SCITEPRESS - Science and Technology Publications. https://doi.org/10.5220/0013066900003838Conference paper
Photoresponsive Surfactants for Controllable and Reversible Emulsion Systems
Xue, H., Han, Y., Liu, G., Chen, W., Wang, Z. and Wang, N. 2024. Photoresponsive Surfactants for Controllable and Reversible Emulsion Systems. Colloids and Surfaces A: Physicochemical and Engineering Aspects. 705 (1), pp. 1-9. https://doi.org/10.1016/j.colsurfa.2024.135669Journal article
Effects of burning on vegetation, soil physicochemistry and prokaryotic microbial communities in surface and subsurface peat
Shaun M. Allingham, Samantha J. Drake, Andrew Ramsey, Chris D. Field, Felix C. Nwaishi and Elliott, D. 2024. Effects of burning on vegetation, soil physicochemistry and prokaryotic microbial communities in surface and subsurface peat. Science of The Total Environment. 956, pp. 1-17. https://doi.org/10.1016/j.scitotenv.2024.177318Journal article
Deep Learning-Driven Anomaly Detection for IoMT-Based Smart Healthcare Systems
Khan, A., Rizwan, M., Bagdasar, O., Alabdulatif, A., Alamro, S. and Alnajim, A. 2024. Deep Learning-Driven Anomaly Detection for IoMT-Based Smart Healthcare Systems. Computer Modeling in Engineering & Sciences . 141 (3), pp. 2121-2141. https://doi.org/10.32604/cmes.2024.054380Journal article
Transformer-based active learning for multi-class text annotation and classification
Hussain, M. 2024. Transformer-based active learning for multi-class text annotation and classification. Digital Health. pp. 1-21. https://doi.org/10.1177/20552076241287357Journal article
Two-way photoswitching norbornadiene derivatives for solar energy storage
Liang Fei, Helen Hölzel, Zhihang Wang, Andreas Erbs Hillers-Bendtsen, Adil S. Aslam, Monika Shamsabadi, Jialing Tan, Kurt V. Mikkelsen, Chaoxia Wang and Kasper Moth-Poulsen 2024. Two-way photoswitching norbornadiene derivatives for solar energy storage. Chemical Science. (15), pp. 18179-18186. https://doi.org/10.1039/d4sc04247fJournal article
Cell cycle traverse rate predicts long-term outcomes in a multi-institutional cohort of patients with triple-negative breast cancer
Aleskandarany, M. 2024. Cell cycle traverse rate predicts long-term outcomes in a multi-institutional cohort of patients with triple-negative breast cancer. BJC Reports. pp. 1-10. https://doi.org/10.1038/s44276-024-00097-zJournal article
Irradiation of Drosophila melanogaster Leads to Increased Autophagy in Multiple Adult Tissues
Malik, B. and Trinca, T. M. 2024. Irradiation of Drosophila melanogaster Leads to Increased Autophagy in Multiple Adult Tissues. Journal of Experimental Neurology. 5 (4), pp. 167-171.Journal article
Cast from the Past? Microbial Diversity of a Neolithic Stone Circle
Mercedes Martín-Cereceda, Amaya de Cos-Gandoy, Richard A. J. Williams, David Elliott, Andrea Serrano-Bellón, Blanca Pérez-Uz and Abel Sanchez-Jimenez 2024. Cast from the Past? Microbial Diversity of a Neolithic Stone Circle. Microorganisms. 12 (11). https://doi.org/10.3390/microorganisms12112338Journal article
Half of Atlantic reef-building corals at elevated risk of extinction due to climate change and other threats
Sweet, M. 2024. Half of Atlantic reef-building corals at elevated risk of extinction due to climate change and other threats. PLos ONE. 19 (11). https://doi.org/10.1371/journal.pone.0309354Journal article
On the Use of Muscle Activation Patterns and Artificial Intelligence Methods for the Assessment of the Surgical Skills of Clinicians †
Samuel, O. 2024. On the Use of Muscle Activation Patterns and Artificial Intelligence Methods for the Assessment of the Surgical Skills of Clinicians †. Engineering Proceedings. 58 (1). https://doi.org/10.3390/ecsa-10-16231Journal article
Bio-Magneto Sensing and Unsupervised Deep Multiresolution Analysis for Labor Predictions in Term and Preterm Pregnancies †
Samuel, O. 2024. Bio-Magneto Sensing and Unsupervised Deep Multiresolution Analysis for Labor Predictions in Term and Preterm Pregnancies †. Engineering Proceedings. 58 (1). https://doi.org/10.3390/ecsa-10-16245Journal article
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