Matthew Harper

Journal article

Coombs T, Abdelkader A, Ginige T, Van Calster P, Harper M, Al-Jumeily D, Assi S. 2024. Understanding drug use patterns among the homeless population: A systematic review of quantitative studies Emerging Trends in Drugs, Addictions, and Health, 4 DOI Publisher Url

Wilson M, Al‐Hamid A, Abbas I, Birkett JW, Khan I, Harper M, Al‐Jumeily D, Assi S. 2024. Identification of diagnostic biomarkers used in the diagnosis of cardiovascular diseases and diabetes mellitus: A systematic review of quantitative studies Diabetes, Obesity and Metabolism, DOI Author Url Publisher Url Public Url

Thesis/Dissertation

Harper M. 2023. Comparison of subjective and physiological stress levels in home and office work environments Khan W, Al-Jumeily OBE D, Ghali F, Hussain A. Public Url

Chapters

Jain A, Harper M, Jayabalan M, Mustafina J, Khan W, Liatsis P, Ismail NL, Al-Jumeily OBE D. 2023. Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques Lecture Notes on Data Engineering and Communications Technologies 165 :117-128 DOI Publisher Url

Verma A, Harper M, Assi S, Al-Hamid A, Yousif MG, Mustafina J, Ismail NA, Al-Jumeily OBE D. 2023. Suicide Ideation Detection: A Comparative Study of Sequential and Transformer Hybrid Algorithms Lecture Notes on Data Engineering and Communications Technologies 165 :373-387 DOI Publisher Url

Lolla R, Harper M, Lunn J, Mustafina J, Assi J, Loy CK, Al-Jumeily OBE D. 2023. Machine Learning Techniques for Predicting Risks of Late Delivery Lecture Notes on Data Engineering and Communications Technologies 165 :343-356 DOI Publisher Url

Al-Jumeily OBE D, Harper M, Ghali F, Hussain A. 2021. Challenges in Data Capturing and Collection for Physiological Detection of Dementia-Related Difficulties and Proposed Solutions ICIC 2021: Intelligent Computing Theories and Application 978-3-030-84532-2 DOI

Harper M, Ghali F, Hussain A, Al-Jumeily OBE D. 2021. Review of Methods for Data Collection Experiments with People with Dementia and the Impact of COVID-19 ICIC 2021: Intelligent Computing Theories and Application DOI

Conference publication

Harper M, Ghali F, Khan W. 2022. Comparison of Subjective and Physiological Stress Levels in Home and Office Work Environments Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13395 LNAI :183-197 DOI Publisher Url

Harper M, Ghali F, Hussain A, Al-Jumeily D. 2021. Review of Methods for Data Collection Experiments with People with Dementia and the Impact of COVID-19 Lecture Notes in Computer Science, International Conference on Intelligent Computing 12838 :132-147 DOI Publisher Url Public Url

Harper M, Ghali F, Hussain A, Al-Jumeily D. 2021. Challenges in Data Capturing and Collection for Physiological Detection of Dementia-Related Difficulties and Proposed Solutions Lecture Notes in Computer Science, International Conference on Intelligent Computing 12838. :162-173 DOI Publisher Url Public Url

Harper M, Ghali F. 2021. Roles of caregivers in physiological data collection experiments with people with dementia and mitigating the impacts of COVID-19 Proceedings - International Conference on Developments in eSystems Engineering, DeSE, 2021-December :149-155 DOI Publisher Url

Harper M, Ghali F. 2020. A Systematic review of wearable devices for tracking physiological indicators of Dementia related difficulties 2020 13TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2020), 13th International Conference on Developments in eSystems Engineering (DeSE) :406-411 DOI Author Url Publisher Url

Harper M, Mustafina J, Aljaaf AJ, Lunn J, Yasen S, Ghali F. 2019. Data science techniques to support prediction, diagnosis and ReCODE treatment of Alzheimer's Disease AlJumeily D, Hind J, Mustafina J, AlHajj A, Hussain A, Magid E, Tawfik H. 12TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2019), 12th International Conference on the Developments in eSystems Engineering (DeSE) :332-339 DOI Author Url Publisher Url

Conference presentation:

Quora insincere questions classification using attention-based models, Data Science and Emerging Technologies 2022 (DaSET 2022), Virtual, Oral presentation. 2022

Loan default forecasting using StackNet, Data Science and Emerging Technologies 2022 (DaSET 2022), Virtual, Oral presentation. 2022