Research output per year
Research output per year
Personal profile
Biography
After having obtained his PhD in Mathematics at the University of Exeter in 2007, specialising in theoretical dynamical systems with singularities, he accepted a position as algorithm tester and research specialist at a medium sized software development company. His main responsibility was to create, test and documents state-of-the-art statistical algorithms to analyse big datasets.
He then moved to the newly created Dublin IBM Research Lab to carry out research mainly in the field of knowledge discovery, text mining, and mathematical modelling, where he gained valuable business and research experience through collaboration with several scientists both at IBM, and at academic institutions. He was involved in a number of research projects in collaboration with other IBM Research Centres and academic institutions
He then joined Coventry University to take up a position as Teaching Fellow, and subsequently the University of Derby as a lecturer, during which he was involved various multi-disciplinary projects focussing on mathematical modelling, algorithm design, and big data analytics.
In 2016 Marcello joined the Computer Science Department at Edge Hill University as a senior lecturer and he was subsequently recently awarded a Professorship in Computer Science.
Research interests
Prof Marcello Trovati has been working in academia as well as R&D organisations, where he has gained valuable business and research experience through collaboration with several scientists at several research institutions. Marcello's interests include
- Data Science, Big Data
- Artificial Intelligence
- Text and Data Mining
- Text analytics
- Computational Statistics
- Mathematical Modelling
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):
Education/Academic qualification
Mathematics, MA, MA Single Honours, University of Aberdeen
Mathematics, PhD, Piecewise Isometries, University of Exeter
Research Institutes
- Health Research Institute
Research Centres
- Data and Complex Systems Research Centre
- Data Science STEM Research Centre
- Centre for Intelligent Visual Computing Research
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Collaborations and top research areas from the last five years
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Research output
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FSSDroid: Feature subset selection for Android malware detection
Polatidis, N., Kapetanakis, S., TROVATI, M. & KORKONTZELOS, Y., 16 Jul 2024, In: World Wide Web: Internet and Web Information Systems . 27, 5, p. 1-17 17 p., 50.Research output: Contribution to journal › Article (journal) › peer-review
Open AccessFile7 Downloads (Pure) -
Volumetric Techniques for Product Routing and Loading Optimisation in Industry 4.0: A Review
Lopes, R., Trovati, M. & Pereira, E., 24 Jan 2024, In: Future Internet. 16, 2, p. 39 1 p.Research output: Contribution to journal › Article (journal) › peer-review
Open AccessFile37 Downloads (Pure) -
Artificial Intuition for Automated Decision-Making
TROVATI, M. & ALPSAHIN CULLEN, U., 24 Jul 2023, (E-pub ahead of print) In: Journal of Applied Artificial Intelligence.Research output: Contribution to journal › Article (journal) › peer-review
Open AccessFile2 Citations (Scopus)110 Downloads (Pure) -
BotDroid: Permission-Based Android Botnet Detection Using Neural Networks
Seraj, S., Pimenidis, E., Pavlidis, M., Kapetanakis, S., TROVATI, M. & Polatidis, N., 7 Jun 2023, Engineering Applications of Neural Networks. EANN 2023. Communications in Computer and Information Science. Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C. & Pimenidis, E. (eds.). Springer, Vol. 1826. p. 71-84 14 p. (Communications in Computer and Information Science (CCIS); vol. 1856).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review
1 Citation (Scopus) -
Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-Scale Convolutional Neural Networks (DSMS-CNN)
ALTHAM, C., ZHANG, H., TROVATI, M., PEREIRA, E., Ray, N., Keller, S. & Macerollo, A., 19 Dec 2023, Medical Imaging and Computer-Aided Diagnosis: Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022). Su, R., Zhang, Y., Liu, H. & F Frang, A. (eds.). Springer, Vol. 810. p. 191-201 11 p. (Lecture Notes in Electrical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review
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Arts4Us: Working together to scale up place-based arts initiatives that support the mental health of children and young people
Karkou, V. (PI), SMITH, A. (CoI), O'KEEFFE, H. (CoI), TROVATI, M. (CoI), HOWARTH, M. (CoI), LIVERPOOL, S. (CoI), Chen, F. (CoI), Thurston, S. (PI), Omylinska-Thurston, J. (CoI), Khadhesari, Z. (CoI), Moula, Z. (CoI), Schmidt-Sane, M. (CoI), Breed, A. (CoI), Charnock, V. (CoI), Hussein, N. (PI), Ashton, M. (CoI), Tyler-McTighe, D. (CoI), Thackray, H. (CoI), Nicholson, J. (CoI), Salla, M. (CoI), Ranote, S. (CoI), Tyrer, C. (CoI), Chong, D. (CoI), Smith, N. (CoI), Gooder, A. (CoI), Rees, E. (CoI), Ross-Williams, R. (CoI), Deadman, R. (CoI), Daly, A. (CoI), Sandford, S. (CoI), Arts, O. (CoI), Chitsabesan, P. (CoI), Chris, H. (CoI), Nicola, H. (CoI), UK, S. (CoI) & Legg, H. (CoI)
1/02/24 → 31/07/27
Project: Research
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J Wareing & Son Ltd & Edge Hill University Knowledge Transfer Partnership
TROVATI, M. (PI)
1/02/24 → 1/05/26
Project: Research
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Using AI to improve order specification and quotation in highly complex manufacturing operations and supply chains
TROVATI, M. (PI)
3/04/23 → 3/07/26
Project: Research