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Collaborations and top research areas from the last five years
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DSI: AI for Scientific Data Streams: Real-time detection of change and anomalous structure
Pein, F. (Co-Investigator), Grose, D. (Co-Investigator), Fearnhead, P. (Co-Investigator), Romano, G. (Co-Investigator) & Eckley, I. (Principal Investigator)
Engineering and Physical Sciences Research Council
1/10/25 → 31/03/26
Project: Research
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Mathematical Sciences RA
Heathwaite, L. (Principal Investigator), Belton, A. (Co-Investigator), Heathwaite, L. (Principal Investigator), Guan, A. (Co-Investigator), Romano, G. (Co-Investigator), Katsigiannis, F. (Co-Investigator), Katsigiannis, F. (Co-Investigator) & Austin, E. (Co-Investigator)
Engineering and Physical Sciences Research Council
1/04/21 → 31/12/23
Project: Research
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Online Multivariate Changepoint Detection: Leveraging Links With Computational Geometry
Pishchagina, L., Romano, G., Fearnhead, P., Runge, V. & Rigaill, G., 24/06/2025, (Accepted/In press) In: Journal of the Royal Statistical Society: Series B (Statistical Methodology).Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open AccessFile21 Downloads (Pure) -
A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models
Ward, K., Romano, G., Eckley, I. & Fearnhead, P., 19/03/2024, In: Statistics and Computing. 34, 3, 99.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access -
A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning
Romano, G., Eckley, I. & Fearnhead, P., 31/01/2024, In: IEEE Transactions on Signal Processing. 72, p. 594 - 606 13 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open AccessFile97 Downloads (Pure) -
Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics
Romano, G., Eckley, I. A., Fearnhead, P. & Rigaill, G., 31/03/2023, In: Journal of Machine Learning Research. 24, p. 1-36 36 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open AccessFile53 Downloads (Pure) -
gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection
Runge, V., Hocking, T. D., Romano, G., Afghah, F., Fearnhead, P. & Rigaill, G., 27/03/2023, In: Journal of Statistical Software. 106, 6, p. 1–39 39 p.Research output: Contribution to Journal/Magazine › Journal article › peer-review
Open Access