Dr Ali Jaddoa
| Name | Dr Ali Jaddoa |
|---|---|
| Job title | Honorary Senior Lecturer |
| Research institute | School of Engineering, Technology and Design |
| ORCID | https://orcid.org/0000-0002-9996-5296 |
Research outputs
A deep gated recurrent neural network for petroleum production forecasting
Raghad Al-Shabandar, Ali Jaddoa, Panos Liatsis and Abir Jaafar Hussain 2020. A deep gated recurrent neural network for petroleum production forecasting. Machine Learning with Applications . 3, p. 100013. https://doi.org/10.1016/j.mlwa.2020.100013Dynamic decision support for resource offloading in heterogeneous Internet of Things environments
Ali Jaddoa, Georgia Sakellari, Emmanouil Panaousis, George Loukas and Panagiotis G. Sarigiannidis 2020. Dynamic decision support for resource offloading in heterogeneous Internet of Things environments. Simulation Modelling Practice and Theory. 101. https://doi.org/10.1016/j.simpat.2019.102019Estimating the prevalence of problematic opiate use in Ireland using indirect statistical methods
Gordon Hay, Jaddoa, A., Jane Oyston, Jane Webster and Marie Claire Van Hout 2017. Estimating the prevalence of problematic opiate use in Ireland using indirect statistical methods. Dublin National Advisory Committee on Drugs and Alcohol.String matching enhancement for snort IDS
S. O. Al-Mamory, Ali Hamid, A. Abdul-Razak and Z. Falah 2010. String matching enhancement for snort IDS. in: 5th International Conference on Computer Sciences and Convergence Information Technology IEEE. pp. 1020-1023A novel enhanced SOC estimation method for lithium-ion battery cells using cluster-based LSTM models and centroid proximity selection
Al-Alawi, M., Jaddoa, A., Cugley, J. and Hassanin, H. 2024. A novel enhanced SOC estimation method for lithium-ion battery cells using cluster-based LSTM models and centroid proximity selection. Journal of Energy Storage. 97 (B), p. 112866. https://doi.org/10.1016/j.est.2024.112866TCT innovation taxonomy and open foresight innovation paradigm
Ward, G. and Jaddoa, A. 2024. TCT innovation taxonomy and open foresight innovation paradigm. https://doi.org/10.13140/RG.2.2.30473.04960Enhanced state of charge estimation through Cluster-Based Learning Model: Impact study on degradation and profitability of second-life electric vehicle batteries
Al-Alawi, M., Jaddoa, A., Cugley, J. and Hassanin, H. 2025. Enhanced state of charge estimation through Cluster-Based Learning Model: Impact study on degradation and profitability of second-life electric vehicle batteries. Journal of Energy Storage. 117, p. 116071. https://doi.org/10.1016/j.est.2025.116071A systematic review for the implication of generative AI in higher education
Al-Shabandar, R., Jaddoa, A., Elwi, T., Mohammed, A. and Hussain, A. 2024. A systematic review for the implication of generative AI in higher education. Infocommunications Journal. 16 (3), pp. 31-42. https://doi.org/10.36244/ICJ.2024.3.3Concept to production with a gen AI design assistant-AIDA
Lambert, S., Mathews, C. and Jaddoa, A. 2024. Concept to production with a gen AI design assistant-AIDA. in: Grierson, H., Bohemia, E. and Buck, L. (ed.) DS 131: Proceedings of the International Conference on Engineering and Product Design Education (E&PDE 2024) The Design Society. pp. 235-240Advancing safety and efficiency in critical infrastructure with a novel SOC estimation for battery storage systems: A focus on second life batteries
Al-Alawi, M., Cugley, J., Jaddoa, A. and Hassanin, H. 2024. Advancing safety and efficiency in critical infrastructure with a novel SOC estimation for battery storage systems: A focus on second life batteries.Intelligent measuring for a customer satisfaction level inspired by transformation language model
Al-Shabandar, Raghad, Jaddoa, Ali, Mohammed, A.h. and Hussaind, Abir Jaafar 2023. Intelligent measuring for a customer satisfaction level inspired by transformation language model. in: 2023 16th International Conference on Developments in eSystems Engineering (DeSE) IEEE.A risk model for assessing exposure factors influence oil price fluctuations
Jaddoa, A., Alshabandar, R. and Hussain, A. 2023. A risk model for assessing exposure factors influence oil price fluctuations. in: Advanced Intelligent Computing Technology and Applications 19th International Conference, ICIC 2023, Zhengzhou, China, August 10–13, 2023, Proceedings, Part V Singapore Springer.1042
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