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Publications

Found 11 results
Filters: Keyword is machine learning  [Clear All Filters]
2024
O’Leary C, Lynch C, Toosi FGhassemi.  2024.  A Comparative Analysis of Automated Machine Learning Libraries for Electricity Price Forecasting. Appl. Comput. Syst.. 29:43–52.
2023
McDonnell K, Murphy F, Sheehan B, Masello L, Castignani G.  2023.  Deep learning in insurance: Accuracy and model interpretability using TabNet. Expert Systems with Applications. 217:119543.
Steinmacher I, Clarke P, Tuzun E, Britto R.  2023.  Editorial: Machine learning, software process, and global software engineering. Journal of Software: Evolution and Process. 35:e2545.
Khatun MAkhi, Memon SFarheen, Eising C, Dhirani LLuxmi.  2023.  Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation. IEEE Access. 11:145869-145896.
Nurgalieva L, Doherty G.  2023.  Privacy and security in digital therapeutics. Digital Therapeutics for Mental Health and Addiction. :189-204.
Masello L, Castignani G, Sheehan B, Guillen M, Murphy F.  2023.  Using contextual data to predict risky driving events: A novel methodology from explainable artificial intelligence. Accident Analysis & Prevention. 184:106997.
2022
Sannigrahi S, Basu B, Basu ASarkar, Pilla F.  2022.  Development of automated marine floating plastic detection system using Sentinel-2 imagery and machine learning models. Marine Pollution Bulletin. 178:113527.
2021
Collins C, Dennehy D, Conboy K, Mikalef P.  2021.  Artificial intelligence in information systems research: A systematic literature review and research agenda. International Journal of Information Management. 60:102383.
Parsi A, Glavin M, Jones E, Byrne D.  2021.  Prediction of paroxysmal atrial fibrillation using new heart rate variability features. Computers in Biology and Medicine. 133:104367.
2020
Carvalho A, Mahony NO', Krpalkova L, Campbell S, Walsh J, Doody P.  2020.  Ideal Edge Architecture to Scale IoT Devices. Proceedings of the 2020 4th International Symposium on Computer Science and Intelligent Control.
2019
Carvalho A, O’Mahony N, Krpalkova L, Campbell S, Walsh J, Doody J.  2019.  Farming on the edge: Architectural Goals. 2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics).

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