Projects per year
Personal profile
Interests
Research interests include Survival Analysis, Bayesian Modelling, Data Mining, Markov Modelling and Stochastic Models. Research applications range from a strong foundation in healthcare research and medical Statistics and Operational Research to infrastructure modelling and flow modelling. Research funding from both national and international sources continues to underpin this research effort.
Particulars
Chair of the Statistics and Operational Research Examination Board.
Research Statement
The main area of my research has specialised in Coxian phase-type distributions. Since commencing work in this field in 1997, the area which had barely any research is gradually gaining momentum with more and more researchers wishing to explore the models for alternative use, further research and development and application.
Alongside this, the work I've conducted and supervised through CenSSOR has led to Queen's being seen as experts in this field. In the last 2 years, major developments in the coding has resulted in the various models now becoming much more accessible to researchers in other domains. Future research in this field is very promising.
The original research focused on healthcare of the elderly. The UK Health Reform in 2010 and growing needs for all countries to plan and manage elderly healthcare and its associated costs makes the research extremely topical and relevant to have impact on society.
One mechanism for making this possible is the Cunberland Initiative Group of which I am a founding member. We are in the process of preparing a multi-million bid for submission to the Technology Strategy Board (TSB) grant which would be supported by other grant bodies such as EPSRC, Department of Health, and NIHR. We have also started consultancy work with some of the regional health groups.
Teaching
Teaching interests involve all areas of Statistics. In particular, I am involved with the development of new modules and course pathways. In 2005, the pathway for Mathematics, Statistics & Operational Research was introduced.
More recently in 2017, I developed the new MSc Data Analytics course as a new Faculty initiative in partnership with industry. The course is now open for applications with the first intake of students starting in September 2017. As Programme Director of the course, I have outlined its priorities to deliver highly skilled experts in data analytics who will be trained in both the computational and statistical aspects of the subject area. The course has been developed to meet the growing demands for data analytics and data science experts in industry providing modules such as Fundamentals in Data Analytics, Progamming and Database Fundamentals, Data Mining, Machine Learning, Frontiers in Analytics (which includes Behavioural Analytics and Visual Analytics) and Analytics in Action where we run our own Analytathons.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Network
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R2571CEM: Nudge-based intervention supported by real-time data analytics to improve mechanical ventilator wean
Blackwood, B., Dempster, M., Gillan, C., Kee, F., Lohfeld, L., Marshall, A., Novakovic, A. & Shyamsundar, M.
04/06/2019 → …
Project: Research
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R2024SSP: QMQ Quantitative Methods at Queen's
Percy, A., Garry, J., Marshall, A. & Phinnemore, D.
01/08/2013 → …
Project: Research
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Reviewing non-intrusive load monitoring using a pilot study of an IoT device to disaggregate energy usage
McCrory, M., Marshall, A. H., Novakovic, A. & Collins, G., 10 Mar 2023, (Accepted) Proceedings of the 8th International Congress on Information and Communication Technology, ICICT 2023. Springer, (Lecture Notes in Networks and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Impact of COVID-19 on the Belfast Bike Sharing Scheme
Doyle, L., Novakovic, A., Marshall, A. H. & Cheung, D., 11 Jul 2022, Proceedings of 7th International Congress on Information and Communication Technology, ICICT 2022. Yang, X-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 3. p. 559-572 14 p. (Lecture Notes in Networks and Systems; vol. 464).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Knowledge discovery of bovine tuberculosis in the Eurasian badger using machine learning techniques
McBride, K., Novakovic, A., Marshall, A. H. & Courcier, E., 01 Dec 2022, (Accepted) 2022 International Conference on Computational Science and Computational Intelligence (CSCI): Proceedings. IEEE , (International Conference on Computational Science and Computational Intelligence (CSCI)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Process mining the performance of a real-time healthcare 4.0 systems using conditional survival models
Marshall, A. H. & Novakovic, A., 07 Jun 2022, In: Algorithms. 15, 6, 196.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure) -
The CP‐ABM approach for modelling COVID‐19 infection dynamics and quantifying the effects of non‐pharmaceutical interventions
Novakovic, A. & Marshall, A. H., Oct 2022, In: Pattern Recognition. 130, 108790.Research output: Contribution to journal › Article › peer-review
Open AccessFile23 Downloads (Pure)
Prizes
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International Statistics Institute invited member
Marshall, Adele (Recipient), 2011
Prize: Election to learned society
Activities
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MathsQUBe
Myra Lydon (Organiser) & Adele Marshall (Organiser)
2020Activity: Other activity types › Hosting a school group or open day
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IEEE 31st International Symposium on Computer Based Medical Systems
Adele Marshall (Conference committee co-chair)
18 Jun 2018 → 21 Jun 2018Activity: Participating in or organising an event types › Participation in conference
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Western University
Adele Marshall (Visiting researcher)
Apr 2018Activity: Visiting an external institution types › Visiting an external academic institution
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Statistics Course for School Teachers: Examine how to teach statistical content through the interrogation of data.
Adele Marshall (Organiser)
30 Mar 2018Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Northern Ireland Audit Office Conference - Cultivating Curiousity
Adele Marshall (Invited speaker)
16 Mar 2018Activity: Talk or presentation types › Invited or keynote talk at national or international conference
Press/Media
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Maths QUBe
01/04/2020 → 22/05/2020
3 items of Media coverage, 1 Media contribution
Press/Media: Public Engagement Activities
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