Personal profile
Profile Keywords
Data Streaming Libraries, Text Mining Frameworks, High Performance Computing, Distributed Systems, Big Data, Applied AI, Parallel Computing, Workflows Systems, Reproducible Frameworks
Biography
I am Lecturer at the School of Computer Science. Before that, I was working as an Assistant Professor in Heriot Watt, as a Vice President Applied Researcher at JPMorgan Chase, as a Research Fellow at the EPCC (University of Edinburgh), as a Senior Data Scientist at the British Geological Survey, as a Senior Research Associate at the Data Intensive Research Group of the University Edinburgh and as a Research Assistant and Teaching Fellow at the Computer Architecture Group of University Carlos III Madrid.
I am the Group Leader for the Systems Research Group (SRG) at the University of St Andrews. And recently I have been awarded with the UK Young Academy membership.
Research interests
My research focuses on developing new advanced information processing technologies and interfaces to extract knowledge from data with the goal of accelerating scientific discovery and
facilitating the production and adoption of reproducible and reusable scientific software that exploits state-of-the-art distributed and parallel computing platforms. I apply these techniques to several domains such as health, the earth and life sciences, and digital humanities to co-design and implement new data science applications.
I am currently working on three closely research topics. The first one is to develop adaptive communication techniques which optimise the data movement for data-intensive applications at different HPC levels. The second one is to facilitate the development of scientific workflows/application that can by run in many HPC environments while hiding the complexity to the users. And the last one is to develop intelligent frameworks that understand automatically doman-experts software and provide automated and tailored advice and suggestions
I am passionate about working with partners in these areas to address their challenges, which stimulate new computer science research problems, and allow me to test novel approaches in real-world systems.
Teaching activity
Keywords
- QA75 Electronic computers. Computer science
- Distributed Systems
- Parallel Frameworks
- Data Science
- Scientific Workflows
- Data Streaming
- Data Intensive Computing
- Digital Humanities
- High Performance Computing
- Big Data
- Software Engineering
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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SDG 3 Good Health and Well-being
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SDG 13 Climate Action
Fingerprint
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Collaborations and top research areas from the last five years
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Cultural analytics in the UK: events data potential for the creative and cultural industries
Black , S. R., Filgueira, R., McAra, L., Miles, B., Terras, M. & Parsons, M., 1 Jan 2024, In: Cultural Trends. 33, 5, p. 680-695 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Evaluating events data for cultural analytics: a case study on the economic and social effects of Covid-19 on the Edinburgh Festivals
Black, S. R., Filgueira, R., McAra, L., Miles, B., Parsons, M. & Terras, M., 7 Feb 2024, (E-pub ahead of print) In: Creative Industries. Latest Articles, 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Multi-level AI-driven analysis of software repository similarities
Zhang, H., Zhang, L., Fang, L. & Filgueira, R., 16 Sept 2024, 2024 IEEE 20th International Conference on e-Science (e-Science): September 16-20, 2024 | Osaka, Japan. IEEE, 10 p. 30. (IEEE International Conference on e-Science (e-Science)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Building lightweight semantic search engines
Rovatsos, M. & Filgueira, R., 25 Sept 2023, Proceedings: 2023 IEEE 19th international conference on e-science (e-science). Papadopoulos, G. A., Filgueira, R. & Da Silva, R. F. (eds.). Piscataway, NJ: IEEE, 10 p. 10254874. (IEEE international conference on e-science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
frances: cloud-based historical text mining with deep learning and parallel processing
Yu, L., Charlton, A., Askins, W., Terras, M. & Filgueira, R., 25 Sept 2023, Proceedings: 2023 IEEE 19th international conference on e-science (e-science). Papadopoulos, G. A., Filgueira, R. & Da Silva, R. F. (eds.). Piscataway, NJ: IEEE, 10 p. (IEEE international conference on e-science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile
Datasets
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SoftwareUnderstanding/inspect4py: Inspect4py 0.0.1: First release
Filgueira, R. (Contributor) & Garijo, D. (Contributor), Zenodo, 2022
Dataset: Software
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GazetteersScotland-KG: A Knowlege Graph for representing the Gazetteers of Scotland (1803-1901)
Filgueira, R. (Creator), Zenodo, 2022
Dataset
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ChapbooksScotland-KG: A Knowlege Graph for representing the "Chapbooks Printed In Scotland" (1671 - 1893)
Filgueira, R. (Creator), Zenodo, 2022
Dataset
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EB-KG: Knowledge Graph of the first 8 eiditions Encyclopaedia Brittanica (1768-1860)
Filgueira, R. (Creator), Zenodo, 2022
Dataset
Projects
- 3 Finished
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Decoding Democracy: Analysing Public Participation in Constitutional Reform with Deep Learning
Filgueira, R. (PI)
1/03/23 → 31/08/23
Project: Standard
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Towards Large-scale Cultural Analytics in the Arts and Humanities
Filgueira, R. (CoI)
1/02/22 → 13/06/22
Project: Standard
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Towards Large-scale Cultural Analytics: Towards Large-scale Cultural Analytics In The Arts And Humanities
Filgueira, R. (PI)
Arts and Humanities Research Council
31/01/22 → 30/06/22
Project: Standard
Activities
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Current and Future Trends of AI
Filgueira, R. (Speaker)
29 Nov 2023Activity: Talk or presentation types › Invited talk
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Exploring interdisciplinary research: A hands on approach
Filgueira, R. (Speaker)
22 Nov 2023Activity: Talk or presentation types › Invited talk
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AI, Research Software and Scientific Workflows: Bridging the Gap
Filgueira, R. (Speaker)
10 Oct 2023Activity: Talk or presentation types › Invited talk
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19th IEEE International Conference on eScience
Papadopoulos, G. A. (Chair), Ferreira da Silva, R. (Chair of programme committee) & Filgueira, R. (Chair of programme committee)
9 Oct 2023 → 13 Oct 2023Activity: Participating in or organising an event types › Participation in or organising a conference
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Supercomputing and Artificial Intelligence: accelerating each other's pace.
Filgueira, R. (Speaker)
13 Sept 2023Activity: Talk or presentation types › Invited talk
Prizes
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Honorary Fellow, University of Edinburgh, School of Informatics
Filgueira, R. (Recipient), 1 Jan 2021
Prize: Other distinction
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The National Librarian's Research Fellowship in Digital Scholarship 2021-2022
Filgueira, R. (Recipient), 31 Mar 2021
Prize: Prize (including medals and awards)