Research output per year
Research output per year
Organisation profile
Organisation profile
The research scope of the Algorithms and Data Analysis (ADA) group ranges from theoretical computational-complexity issues, through design and analysis of algorithms and data structures for generic computational problems, to developing machine learning algorithms that are able to apply but also acquire new knowledge, adapt to environment, and process new inputs. Particular emphasis is placed on developing algorithmic solutions and concrete implementations for various applications, focusing on applications engaging with verticals such as health, security, and finance.
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Dive into the research topics where Algorithms and Data Analysis is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Dimitrios Letsios
- Informatics - Lecturer in Computer Science
- Algorithms and Data Analysis
Person: Member, Academic
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Grigorios Loukidis
- Finance Hub
- Health Hub
- Security Hub
- Urban Living Hub
- Informatics - Senior Lecturer
- Algorithms and Data Analysis
Person: Member, Academic
Research output
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An IgE antibody targeting HER2 identified by clonal selection restricts breast cancer growth via immune-stimulating activities
Palhares, L. C. G. F., Grandits, M., Stoker, K., Chauhan, J., Sow, H. S., Fruhwirth, G. O., Tsoka, S., Birtley, J., Partington, L., Wilson, T., Hardaker, E., Karagiannis, S. N., Bax, H. J. & FitzGerald, K., 12 Feb 2025, In: Journal Of Experimental & Clinical Cancer Research. 44, 1, p. 49 49.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Downloads (Pure) -
An investigation into the causes of race bias in AI-based cine CMR segmentation
Lee, T., Puyol-Antón, E., Ruijsink, B., Roujol, S., Barfoot, T., Ogbomo-Harmitt, S., Shi, M. & King, A., 24 Feb 2025, In: European Heart Journal - Digital Health.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer
Chen, X., Shi, M., Zhou, Z., He, L. & Tsoka, S., 2025, The 39th Annual AAAI Conference on Artificial Intelligence.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Projects
- 11 Finished
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RESET: Restarting the Economy in Support of Environment, through Technology
Mulligan, M. (Primary Investigator), Shi, M. (Co-Investigator) & academic, A. (Co-Investigator)
1/01/2021 → 30/06/2024
Project: Research
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Privacy-preserving collection of sequences from individuals for data mining
Loukidis, G. (Primary Investigator), Iliopoulos, C. (Primary Investigator) & Plangger, K. (Primary Investigator)
1/07/2020 → 19/02/2023
Project: Research
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Predicting treatment response using non-black box machine learning based pathology and radiology image analysis in breast and head-neck cancers
Grigoriadis, A. (Primary Investigator), Pinder, S. (Co-Investigator), Ng, T. (Co-Investigator), Gillett, C. (Co-Investigator), Loukidis, G. (Co-Investigator) & Thavaraj, S. (Co-Investigator)
1/04/2020 → 1/12/2020
Project: Research
Student theses
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Algorithms for String and Graph Data Protection
Chen, H. (Author), Loukidis, G. (Supervisor), 1 Jan 2023Student thesis: Doctoral Thesis › Doctor of Philosophy
File -
Algorithms in information security: spambots detection, string sanitization, and computing antiperiods
Alamro, H. (Author), Iliopoulos, C. (Supervisor) & Loukidis, G. (Supervisor), 1 Oct 2021Student thesis: Doctoral Thesis › Doctor of Philosophy
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Clustering complex datasets: algorithms and applications
Zhong, H. (Author), Loukidis, G. (Supervisor) & Tsoka, S. (Supervisor), 1 Jan 2023Student thesis: Doctoral Thesis › Doctor of Philosophy
File
Prizes
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Best paper award
da Costa Avelar, P. H. (Recipient), Laddach, R. (Recipient), Karagiannis, S. (Recipient), Wu, M. (Recipient) & Tsoka, S. (Recipient), 1 Dec 2022
Prize: Prize (including medals and awards)