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Research & Innovation

Algorithms and Data Analysis

The research scope of the Algorithms and Data Analysis (ADA) group ranges from theoretical computational complexity to machine learning for computer vision and data-driven solutions for operational research, digital privacy and health. Particular emphasis is placed on developing algorithmic solutions and concrete implementations for various applications in sectors such as health, security, and finance.

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Members

Anna Collins

PhD Student

Colin Cooper

Colin Cooper

Emeritus Professor of Theoretical Computer Science

Costas Iliopoulos

Costas Iliopoulos

Professor of Algorithm Design

Dimitrios Letsios

Lecturer in Data Science

Grigorios Loukides

Grigorios Loukides

Senior Lecturer in Computer Science

Frederik Mallmann-Trenn

Lecturer

Tomasz Radzik

Tomasz Radzik

Professor in Computer Science

Miaojing Shi

Lecturer in Artificial Intelligence

Michael Spratling

Michael Spratling

Reader in Computational Neuroscience and Visual Cognition

Kathleen Steinhöfel

Kathleen Steinhöfel

Reader in Computer Science

Atsushi Suzuki

Lecturer in Machine Learning

Sophia Tsoka

Reader in Bioinformatics

Hiding patients’ medical reports using an enhanced wavelet steganography algorithm in DICOM images
Ahmad, M. A., Elloumi, M., Samak, A. H., Al-Sharafi, A. M., Alqazzaz, A., Kaid, M. A. & Iliopoulos, C., Dec 2022, In: Alexandria Engineering Journal. 61, 12, p. 10577-10592 16 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.aej.2022.03.056
Design and manufacture of a lyophilised faecal microbiota capsule formulation to GMP standards
Zain, N. M. M., ter Linden, D., Lilley, A. K., Royall, P. G., Tsoka, S., Bruce, K. D., Mason, A. J., Hatton, G. B., Allen, E., Goldenberg, S. D. & Forbes, B., Oct 2022, In: Journal of Controlled Release. 350, p. 324-331 8 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.jconrel.2022.08.012
More robust object tracking via shape and motion cue integration
Gao, B. & Spratling, M., Oct 2022, In: SIGNAL PROCESSING. 199, 108628. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.sigpro.2022.108628
Shape-Texture Debiased Training for Robust Template Matching
Gao, B. & Spratling, M. W., 2 Sep 2022, In: Sensors (Basel, Switzerland). 22, 17, 6658. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.3390/s22176658
Enriched circulating and tumor-resident TGF-β+ regulatory B cells in patients with melanoma promote FOXP3+ Tregs
Harris, R. J., Willsmore, Z., Laddach, R., Crescioli, S., Chauhan, J., Cheung, A., Black, A., Geh, J. L. C., MacKenzie Ross, A. D., Healy, C., Tsoka, S., Spicer, J., Lacy, K. E. & Karagiannis, S. N., 28 Jul 2022, In: OncoImmunology. 11, 1, p. 2104426 2104426. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1080/2162402X.2022.2104426
Discovering Regression-Detection Bi-knowledge Transfer for Unsupervised Cross-Domain Crowd Counting
Liu, Y., Wang, Z., Shi, M., Satoh, S., Zhao, Q. & Yang, H., 14 Jul 2022, In: NEUROCOMPUTING. 494, p. 418-431 14 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1016/j.neucom.2022.04.107
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning
Zhang, M., Shi, M. & Li, L., 14 Jul 2022, (Accepted/In press) In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. Research output: Contribution to journal › Article › peer-review
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies.
Van Soesbergen, A., Chu, Z., Shi, M. & Mulligan, M., 25 Jun 2022, In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 60, 4207414. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1109/TGRS.2022.3172883
Multi-Omic Data Integration and Feature Selection for Survival-based Patient Stratification via Supervised Concrete Autoencoders
Avelar, P. H. D. C., Laddach, R., Karagiannis, S., Wu, M. & Tsoka, S., 21 Jun 2022. Research output: Working paper/Preprint › Preprint
On Early Extinction and the Effect of Travelling in the SIR Mode
Berenbrink, P., Cooper, C., Gava, C., Kohan Marzagao, D., Mallmann-Trenn, F. & Radzik, T., 17 Jun 2022, (Accepted/In press) UAI 2022. Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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Seminars

Upcoming seminars and events will be listed here.

Current vacancies in the group will be listed here.

Group lead

Costas Iliopoulos

Costas Iliopoulos

Professor of Algorithm Design