Research output per year
Research output per year
Personal profile
Research interests
Decision support systems (particularly for healthcare and computer security), Provenance, Unsupervised learning algorithms, Anomaly detection, Explainable and ethical AI/ML
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Dive into the research topics where Ghita Berrada is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A Rule Mining-based Advanced Persistent Threats Detection System
Benabderrahmane, S., Berrada, G., Cheney, J. & Valtchev, P., Aug 2021, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21. Zhou, Z.-H. (ed.). p. 3589-3596Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access2 Citations (Scopus) -
A baseline for unsupervised advanced persistent threat detection in system-level provenance
Berrada, G., Cheney, J., Benabderrahmane, S., Maxwell, W., Mookherjee, H., Theriault, A. & Wright, R., Jul 2020, In: FUTURE GENERATION COMPUTER SYSTEMS. 108, p. 401-413 13 p.Research output: Contribution to journal › Article › peer-review
26 Citations (Scopus) -
Categorical anomaly detection in heterogeneous data using minimum description length clustering
Cheney, J., Gombau, X., Berrada, G. & Benabderrahmane, S., 14 Jun 2020.Research output: Working paper/Preprint › Preprint
File40 Downloads (Pure) -
Aggregating unsupervised provenance anomaly detectors
Berrada, G. & Cheney, J., 2019.Research output: Contribution to conference types › Paper › peer-review
11 Citations (Scopus) -
Hadoop for EEG storage and processing: A feasibility study
Berrada, G., Van Keulen, M. & Habib, M. B., 2014, Brain Informatics and Health - International Conference, BIH 2014, Proceedings. Springer Verlag, p. 218-230 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8609 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
4 Citations (Scopus)
Projects
- 1 Finished
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God, the Oracle, and the Nightclub Bouncer: Can human dignity be modelled in an AI-based decision support system for post-Covid health certification?
Berrada, G. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
2/11/2020 → 1/03/2021
Project: Research