School of Computing, Mathematics and Data Sciences

2024

Deep Learning Based Forecasting of COVID-19 Hospitalisation in England: A Comparative Analysis

Ajao-olarinoye, M., Palade, V., Mousavi, S., He, F. & Wark, P. A., 19 Mar 2024, (E-pub ahead of print) 2023 International Conference on Machine Learning and Applications (ICMLA). Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1344-1349 6 p. (2023 International Conference on Machine Learning and Applications (ICMLA)).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

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29 Downloads (Pure)

Effective Natural Language Processing Algorithms for Early Alerts of Gout Flares from Chief Complaints

Lopes Oliveira, L., Jiang, X., Nellippillipathil Babu, A., Karajagi, P. & Daneshkhah, A., 10 Mar 2024, In: Forecasting. 6, 1, p. 224-238 15 p.

Research output: Contribution to journal › Article › peer-review

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28 Downloads (Pure)

Forecasting global climate drivers using Gaussian processes and convolutional autoencoders

Donnelly, J., Daneshkhah, A. & Abolfathi, S., 1 Feb 2024, In: Engineering Applications of Artificial Intelligence. 128, 12 p., 107536.

Research output: Contribution to journal › Article › peer-review

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47 Citations (Scopus)

52 Downloads (Pure)

Integrating Machine Learning in Pedestrian Forensics: A Comprehensive Tool for Analysing Pedestrian Collisions

Shrinivas, V., Bastien, C., Davies, H., Daneshkhah, A., Hardwicke, J., Neal-Sturgess, C. E. & Lamaj, A., 9 Apr 2024, In: SAE Technical Papers. 16 p., 24SS-01_0328.

Research output: Contribution to journal › Article › peer-review

LightPRA: A Lightweight Temporal Convolutional Network for Automatic Physical Rehabilitation Exercise Assessment

Sardari, S., Sharifzadeh, S., Daneshkhah, A., Loke, S. W., Palade, V., Duncan, M. J. & Nakisa, B., May 2024, In: Computers in Biology and Medicine. 173, 13 p., 108382.

Research output: Contribution to journal › Article › peer-review

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29 Downloads (Pure)

Locally correct confidence intervals for a binomial proportion: A new criteria for an interval estimator

Garthwaite, P. H., Moustafa, M. W. & Elfadaly, F. G., Mar 2024, In: Scandinavian Journal of Statistics. 51, 1, p. 220-244 25 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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49 Downloads (Pure)

Machine Learning Approaches for Region-level Prescription Demand Forecasting

Wang, X., Chen, L., Wang, J. & Zheng, D., 1 Mar 2024, 2023 IEEE Smart World Congress (SWC). Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Open Access

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9 Downloads (Pure)

Physics-informed neural networks as surrogate models of hydrodynamic simulators

Donnelly, J., Daneshkhah, A. & Abolfathi, S., 20 Feb 2024, In: Science of the Total Environment. 912, 17 p., 168814.

Research output: Contribution to journal › Article › peer-review

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38 Citations (Scopus)

62 Downloads (Pure)

Toward Population Health Intelligence: When Artificial Intelligence Meets Population Health Research

Wang, J., Chen, L., Lycett, D., Vernon, D. & Zheng, D., 3 Jun 2024, In: Computer. 57, 6, p. 62-72 11 p.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

18 Downloads (Pure)

Uncertainty Quantification of Hydro-morphodynamic Models using Probabilistic Surrogate Models

Fanous, M., Chatrabgoun, O., Esmaeilbeigi, M., Yazdani Nezhad, H. & Daneshkhah, A., 2024, (In preparation) In: Geoscience Frontiers.

Research output: Contribution to journal › Article

2023

An iterated greedy algorithm with variable reconstruction size for the obnoxious p-median problem

Mousavi, S., Bhambar, S. & England, M., 1 Jan 2025, In: International Transactions in Operational Research. 32, 1, p. 144-175 32 p., 13340.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

34 Downloads (Pure)

A novel algorithm for classification using a low rank approximation of kernel-based support vector machines with applications

Chatrabgoun, O., Esmaeilbeigi, M., Daneshkhah, A., Kamandi, A. & Salimi, N., 28 Jul 2023, (E-pub ahead of print) In: Communications in Statistics - Simulation and Computation. (In-Press), p. (In-Press) 21 p.

Research output: Contribution to journal › Article › peer-review

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Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review

Sardari, S., Sharifzadeh, S., Daneshkhah, A., Nakisa, B., Loke, S. W., Palade, V. & Duncan, M., May 2023, In: Computers in Biology and Medicine. 158, 21 p., 106835.

Research output: Contribution to journal › Review article › peer-review

Open Access

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13 Citations (Scopus)

111 Downloads (Pure)

Beneath the bonnet of online privacy: Monitoring GDPR compliance through citizen science

Shah, H. & Marshall, I., Sept 2023, EU Research, Autumn, 2023, p. 78 81 p.

Research output: Contribution to specialist publication › Article

Open Access

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Causal Analysis of Influence of the Solar Cycle and Latitudinal Solar-Wind Structure on Co-Rotation Forecasts

Chakraborty, N., Turner, H., Owens, M. & Lang, M., 13 Dec 2023, In: Solar Physics. 298, 12, 20 p., 142.

Research output: Contribution to journal › Article › peer-review

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Core manufacturing ontology to model manufacturing operations and sequencing knowledge

Saha, S., Li, W. D., Usman, Z. & Shah, N., Mar 2023, In: Service Oriented Computing and Applications. 17, p. 5-23 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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3 Citations (Scopus)

95 Downloads (Pure)

Correlation distances in social networks

MacCarron, P., Mannion, S. & Platini, T., 14 Jun 2023, In: Journal of Complex Networks. 11, 3, 19 p., cnad016.

Research output: Contribution to journal › Article › peer-review

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Data-Driven Design for Anomaly Detection in Network Access Control Systems

Muhammad, M. A., Caraffini, F., Fasanmade, A., Ishola, O., Mohammed, K. & Morden, J., 15 Mar 2023, (E-pub ahead of print) 2nd International Conference on Business Analytics for Technology and Security, ICBATS 2023. IEEE, 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition

Mehta, R., Sharifzadeh, S., Palade, V., Tan, B., Daneshkhah, A. & Karayaneva, Y., 14 Oct 2023, (E-pub ahead of print) In: Machine Learning and Knowledge Extraction. 5, 4, p. 1493-1518 26 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Citations (Scopus)

79 Downloads (Pure)

Diabetic Retinopathy Detection Using Transfer and Reinforcement Learning with Effective Image Preprocessing and Data Augmentation Techniques

Tariq, M., Palade, V., Ma, Y. & Altahhan, A., 7 Feb 2023, (E-pub ahead of print) Fusion of Machine Learning Paradigms. Hatzilygeroudis, I. K., Tsihrintzis, G. A. & Jain, L. C. (eds.). 1 ed. Springer , p. 33-61 29 p. (Intelligent Systems Reference Library; vol. 236).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

7 Citations (Scopus)

Editorial: Women in language and computation 2022

Loughran, R., Shah, H., Monti, J. & Zhitomirsky-Geffet, M., 17 Oct 2023, (E-pub ahead of print) In: Frontiers in Artificial Intelligence. 6, 2 p., 1299100.

Research output: Contribution to journal › Editorial › peer-review

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Effective Natural Language Processing Algorithms for Gout Flare Early Alert from Chief Complaints

Lopes Oliveira, L., Nellippillipathil Babu, A., Jiang, X., Karajagi, P. & Daneshkhah, A., Nov 2023, (Submitted) In: International Journal of Environmental Research and Public Health. 8 p.

Research output: Contribution to journal › Article

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18 Downloads (Pure)

Efficacy of the 4F Feedback Model: A Game-Based Assessment in University Education

de Freitas, S., Uren, V., Kiili, K., Ninaus, M., Petridis, P., Lameras, P., Dunwell, I., Arnab, S., Jarvis, S. & Star, K., 6 Feb 2023, In: Information. 14, 2, 16 p., 99.

Research output: Contribution to journal › Article › peer-review

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3 Citations (Scopus)

151 Downloads (Pure)

Exploiting flat subspaces in local search for p-Center problem and two fault-tolerant variants

Mousavi, S. R., Jan 2023, In: Computers and Operations Research. 149, 22 p., 106023.

Research output: Contribution to journal › Article › peer-review

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4 Citations (Scopus)

36 Downloads (Pure)

Human-in-the-loop machine learning with applications for population health

Chen, L., Wang, J., Guo, B. & Chen, L., Mar 2023, In: CCF Transactions on Pervasive Computing and Interaction. 5, 1, p. 1-12 12 p.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Hydro-morphodynamic modelling of mangroves imposed by tidal waves using finite element discontinuous Galerkin method

Fanous, M., Daneshkhah, A., Eden, J. M., Remesan, R. & Palade, V., 28 Mar 2023, In: Coastal Engineering. 182, 19 p., 104303.

Research output: Contribution to journal › Article › peer-review

Open Access

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6 Citations (Scopus)

93 Downloads (Pure)

Indonesian 2013 Curriculum Ten Years On: Impact on Mathematics Teaching

Lawson, D., Muhammad, R. R., Aslam, F. & Crawford, M., 15 Jun 2023, In: Journal of Research in Science, Mathematics and Technology Education . 6, SI, p. 109-136 28 p.

Research output: Contribution to journal › Article › peer-review

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Modeling intrinsic factors of inclusive engagement in Citizen Science: Insights from the participants’ survey analysis of CSI-COP

Hadad, S., Zhitomirsky-geffet, M., Shah, H., Rigler, D., Celentano, U., Tiensuu, H., Röning, J., Vallverdú, J., Jove Casabella, E., Stepankova, O., Gialelis, Y., Lantavou, K., Ignat, T., Masone, G. D., Winter, J. & Dumitrasco, M., 28 Nov 2023, (E-pub ahead of print) In: PLoS ONE. 18, 11, 29 p., e0294575.

Research output: Contribution to journal › Article › peer-review

Open Access

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73 Downloads (Pure)

Parameters influencing pedestrian injury and severity: A systematic review and meta-analysis

Shrinivas, V., Bastien, C., Daneshkhah, A., Davies, H. & Hardwicke, J., Mar 2023, In: Transportation Engineering. 11, 27 p., 100158.

Research output: Contribution to journal › Article › peer-review

Open Access

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5 Citations (Scopus)

233 Downloads (Pure)

Physics Informed Neural Networks To Model The Hydro-Morphodynamics Of Mangrove Environments

Fanous, M., Daneshkhah, A., Yang, J., Eden, J., See, S. & Palade, V., Oct 2023, 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering. Papadrakakis, M., Papadopoulos, V. & Stefanou, G. (eds.). 5 ed. Athens, Greece: ECCOMAS Proceedia, p. 822-835 14 p. 19649. (UNCECOMP Proceedings; no. 193216).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

Open Access

1 Citation (Scopus)

Stakeholders’ impact on the reuse potential of structural elements at the end-of-life of a building: A machine learning approach

Rakhshan, K., Daneshkhah, A. & Morel, J-C., 1 Jul 2023, In: Journal of Building Engineering. 70, 16 p., 106351.

Research output: Contribution to journal › Article › peer-review

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2 Citations (Scopus)

57 Downloads (Pure)

2022

Developing Graph Convolutional Networks and Mutual Information for Arrhythmic Diagnosis Based on Multichannel ECG Signals

Andayeshgar, B., Abdali-Mohammadi, F., Sepahvand, M., Daneshkhah, A., Almasi, A. & Salari, N., 28 Aug 2022, In: International Journal of Environmental Research and Public Health. 19, 17, 17 p., 10707.

Research output: Contribution to journal › Article › peer-review

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8 Citations (Scopus)

3 Downloads (Pure)

Gaussian Process Emulation of Spatio-temporal Outputs of a 2D Inland Flood Model

Donnelly, J., Abolfathi, S., Pearson, J., Chatrabgoun, O. & Daneshkhah, A., 15 Oct 2022, In: Water Research. 225, 17 p., 119100.

Research output: Contribution to journal › Article › peer-review

Open Access

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78 Citations (Scopus)

35 Downloads (Pure)

Institutional Data Analysis and Machine Learning Prediction of Student Performance

Suleiman, R. & Anane, R., 20 May 2022, (E-pub ahead of print) 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, p. 1480-1485 6 p. (2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2022).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

5 Citations (Scopus)

Predicting Primary Sequence-Based Protein-Protein Interactions Using a Mercer Series Representation of Nonlinear Support Vector Machine

Chatrabgoun, O., Daneshkhah, A., Esmaeilbeigi, M., Sohrabi Safa, N., H. Alenezi, A. & Rahman, A., 1 Dec 2022, In: IEEE Access. 10, p. 124345 - 124354 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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