Personal profile
Research interests
I'm interested in the analysis and interpretation of complex datasets (e.g., biological, healthcare), and development of computational models and algorithms to solve complex real-world problems.
Teaching interests
Artificial Intelligence, Data Science, Machine Learning, and core Computer Science areas.
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Collaborations and top research areas from the last five years
Research output
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Machine learning for sports betting: Should model selection be based on accuracy or calibration?
Walsh, C. & Joshi, A., 1 Jun 2024, In: Machine Learning with Applications. 16, 100539, 100539.Research output: Contribution to journal › Article › peer-review
Open Access9 Link opens in a new tab Citations (SciVal) -
Degeneracy and stability in neural circuits of dopamine and serotonin neuromodulators: A theoretical consideration
Behera, C. K., Joshi, A., Wang, D.-H., Sharp, T. & Wong-Lin, K., 25 Jan 2023, In: Frontiers in Computational Neuroscience. 16, 950489.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (SciVal) -
Machine learning for sports betting: should forecasting models be optimised for accuracy or calibration?
Walsh, C. & Joshi, A., 10 Mar 2023, (Submitted) arXiv, 25 p.Research output: Working paper / Preprint › Preprint
File390 Downloads (Pure) -
Distinguishing Lewy Body Dementia from Alzheimer's Disease using Machine Learning on Heterogeneous Data: A Feasibility Study
McCombe, N., Joshi, A., Finn, D. P., McClean, P. L., Roberts, G., O'Brien, J. T., Thomas, A. J., Kane, J. P. M. & Wong-Lin, K., Jul 2022.Research output: Contribution to conference › Paper › peer-review
Open Access3 Link opens in a new tab Citations (SciVal) -
Multi-dimensional relationships among dementia, depression and prescribed drugs in England and Wales hospitals
Joshi, A., Todd, S., Finn, D. P., McClean, P. L. & Wong-Lin, K. F., Dec 2022, In: BMC Medical Informatics and Decision Making. 22, 1, 262.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (SciVal)
Datasets
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Code and data for "Degeneracy and stability in neural circuits of dopamine and serotonin neuromodulators: A theoretical consideration"
Behera, C. K. (Creator), Joshi, A. (Creator), Wang, D.-H. (Creator), Sharp, T. (Creator) & Wong-Lin, K. (Creator), University of Bath, 25 Jan 2023
DOI: 10.15125/BATH-01266, https://github.com/ckbehera/degeneracy
Dataset