Research Output per year
Personal profile
Biography
Michaela has a BSc (Hons) in Computing Science, DPhil in the area of Machine Learning with British Telecom with a Patent posted: Rationalization of data used in model of time varying event behaviour (US 7024426 B2) & Data rationalisation (US 20020183999 A1). Michaela has published around 50 publications including book chapters, journals and conferences. Her research covers Artificial Intelligence, Machine Learning, Data Mining, Big Data, Telecoms, Education, Health, Gamification, Games and User Profiling.She is PI on newly awarded PM18 Big data for Supporting Public Health Policies - MIDAS (Meaningful Integration of Data, Analytics and Services) project of €4.5million, and is grant holder of an international consortium who have been awarded €3.6million Horizon 2020 project PH27 PCP project – MAGIC – Mobile Assistance for Groups and Individuals in the Community and. Within her research she has supervised and successfully completed PhD studentships including Handling Latency for Online Learning with Concept Drift, and has given several invited talks on Big Data and presented to the range of conferences and workshops. Her consultancy work ranges from Horizon2020 applications, SBRi Gamification of Medicines, to InterTradeIreland FUSION projects.Michaela is involved in a number of regional, national and international Connected Health research projects with particular expertise in Mobile Technology for Health, Gamification and Adaptive AI. As Head of School for School Michaela delivers a strong focus on teaching and developing a strong Research-teaching Nexus, Professional skills, Employability and Entrepreneurship. Her excellence in Teaching has been recognised by his being awarded a Distinguished Teaching Fellowship in 2016.
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Research Output
Identifying Key Predictors of Cognitive Dysfunction in Older People Using Supervised Machine Learning Techniques: Observational Study
Rankin, D., Black, M., Flanagan, B., Hughes, C., Moore, A., Hoey, L., Wallace, J., Gill, C., Carlin, P., Molloy, A., Cunningham, C. & McNulty, H., 16 Sep 2020, In : JMIR Medical Informatics. 8, 9, p. 1-23 23 p., e20995.Research output: Contribution to journal › Article
Open Access
File
Meaningful Big Data Integration For a Global COVID-19 Strategy
Pita Costa, J., Grobelnik, M., Fuart, F., Stopar, L., Epelde, G., Fischaber, S., Poliwoda, P., Rankin, D., Wallace, J. G., Black, M., Bond, RR., Mulvenna, M., Weston, D., Carlin, P., Bilbao, R., Nikolic, G., Shi, X., De Moor, B., Pikkarainen, M., Pääkkönen, J. & 3 others, , 15 Oct 2020, In : IEEE Computational Intelligence Magazine. 15, 4, p. 51-61 11 p.Research output: Contribution to journal › Article
Open Access
File
Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing
Rankin, D., Black, M., Bond, R., Wallace, J., Mulvenna, M. & Epelde, G., 20 Jul 2020, In : JMIR Medical Informatics. 8, 7, e18910.Research output: Contribution to journal › Article
Open Access
File
Towards a European Health Research and Innovation Cloud (HRIC)
Aarestrup, F., Albeyatti, A., Armitage, W., Auffray, C., Augello, L., Balling, R., Benhabiles, N., Bertolini, G., Bjaalie, J., Black, M., Blomberg, N., Bogaert, P., Bubak, M., Claerhout, B., Clarke, L., De Meulder, B., D'Errico, G., Di Meglio, A., Forgo, N., Gans-Combe, C. & 32 others, , 19 Feb 2020, In : Genome Medicine. 12, 1, 14 p., 18.Research output: Contribution to journal › Article
Open Access
File
3
Citations
(Scopus)
23
Downloads
(Pure)
A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience
Johnston, V., Black, M., Wallace, J. G., Mulvenna, M. & Bond, RR., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Mulvenna, M. & Bond, R. (eds.). New York, NY, USA: Association for Computing Machinery, p. 32-35 4 p. (ICPS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Prizes
Collaborative Award for Teaching Excellence 2017 Finalist
Curran, Roisin (Recipient), Black, Michaela (Recipient), Bruce, Hazel (Recipient), Grainne Dooher (Recipient), Gault, Alison (Recipient), Avril Honan (Recipient), Keenan, Michaela (Recipient), Montgomery, Ian (Recipient), Mc Cann, Claire (Recipient), Mc Killop, Aine (Recipient), Quigley, Terry (Recipient) & Zacharopoulou, Amanda (Recipient), 31 Aug 2017
Prize
File
Activities
- 1 Organising a conference, workshop, ...
32nd British Human Computer Interaction Conference
Raymond Bond (Chair), , Maurice Mulvenna (Chair), , Michaela Black (Chair), & Jonathan Wallace (Chair)
2 Jul 2018 → 6 Jul 2018
Activity: Participating in or organising an event › Organising a conference, workshop, ...
Press / Media
€30 BILLION IN RESEARCH AND INNOVATION FUNDING AVAILABLE FROM EUROPE
18/10/17
1 Media contribution
Press/Media: Public Engagement Activities
Recognising the achievements of Ireland’s Champions of EU Research
28/06/17
1 Media contribution
Press/Media: Research
20 incredible women leading the way to scientific advancement
14/11/16
1 Media contribution
Press/Media: Other
New project looks to have the MIDAS touch for healthcare data
9/09/16
1 Media contribution
Press/Media: Research