Research output per year
Research output per year
Personal profile
Research interests
My research interests lie in data science and machine learning. I am particularly interested in analysing time series and streaming data and their applications in healthcare, climate change and smart metering.
Research Groups and Themes
- Intelligent Systems Laboratory
Keywords
- Machine Learning
- Data Science
- Stream mining
- Time Series Analysis
- Deep Learning
- Adaptive learning
Fingerprint
Dive into the research topics where Zahraa S Abdallah is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
Research output
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Co-eye: a multi-resolution ensemble classifier for symbolically approximated time series
Abdallah, Z. S. & Gaber, M. M., 26 Aug 2020, (E-pub ahead of print) In: Machine Learning. 2020, 33 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile5 Citations (Scopus)134 Downloads (Pure) -
Canonical Correlation Patterns for Validating Clustering of Multivariate Time Series
Degen, I., Abdallah, Z. S., Brown, K. R. & Reeve, H. W. J., 22 Jul 2025, arXiv.org.Research output: Working paper › Preprint
File35 Downloads (Pure) -
Stratify: unifying multi-step forecasting strategies
Green, R., Stevens, G., Abdallah, Z. S. & Filho, T. M. S., 1 Sept 2025, In: Data Mining and Knowledge Discovery. 39, 5, 39 p., 64.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access8 Citations (Scopus)18 Downloads (Pure)
Projects
- 1 Finished
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The opportunities for using physiological data in AI-based closed-loop systems for young adults with T1D in the UK
Armstrong, M. E. G. (Principal Investigator), Abdallah, Z. S. (Co-Investigator) & O'Kane, A. A. (Co-Investigator)
1/12/23 → 1/06/24
Project: Research
Datasets
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BrisT1D-Restricted Dataset
James, S. G. (Creator), Armstrong, M. (Creator), O'Kane, A. (Creator), Emerson, H. (Creator) & Abdallah, Z. (Creator), University of Bristol, 10 Apr 2025
DOI: 10.5523/bris.yonrplcb4bvi2vhhn2ehtmpey, http://data.bris.ac.uk/data/dataset/yonrplcb4bvi2vhhn2ehtmpey
Dataset
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ML surrogates for minimal genome design
Marucci, L. (Creator), Grierson, C. (Creator), Rees, J. (Creator), Gherman, I. (Creator), Gorochowski, T. (Creator) & Abdallah, Z. (Creator), University of Bristol, 16 May 2024
DOI: 10.5523/bris.2wnzwzenfn4tt2iva9xxmb7ayh, http://data.bris.ac.uk/data/dataset/2wnzwzenfn4tt2iva9xxmb7ayh
Dataset
Prizes
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Australian Postgraduate Award
Abdallah, Z. S. (Recipient), 2010
Prize: Prizes, Medals, Awards and Grants
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Activities
- 1 Public talk, debate, discussion
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Keynote at AALTD workshop at ECML-PKDD
Abdallah, Z. S. (Advisor)
19 Sept 2025Activity: Talk or presentation types › Public talk, debate, discussion
File