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Applications and Case Studies

Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection

Kes Warda STOR-i Doctoral Training Centre, Lancaster University, Lancaster, UKView further author information

Giuseppe Dilillob INAF-IAPS, Rome, Italy;c University of Udine, Udine, Italy

https://orcid.org/0000-0002-5132-9821 View further author information

Idris Eckleyd Department of Mathematics and Statistics, Lancaster University, Lancaster, UK

https://orcid.org/0000-0001-9957-2460 View further author information

Paul Fearnheadd Department of Mathematics and Statistics, Lancaster University, Lancaster, UKCorrespondence[email protected]

https://orcid.org/0000-0002-9386-2341 View further author information

Received 27 Jul 2022, Accepted 05 Jul 2023, Published online: 06 Sep 2023

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https://doi.org/10.1080/01621459.2023.2235059
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Citations (5)

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Articles from other publishers (5)

Ziyang Yang, Idris A. Eckley & Paul Fearnhead. (2024) A communication-efficient, online changepoint detection method for monitoring distributed sensor networks. Statistics and Computing 34:3.
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Kes Ward, Gaetano Romano, Idris Eckley & Paul Fearnhead. (2024) A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models. Statistics and Computing 34:3.
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Riccardo Crupi, Giuseppe Dilillo, Giovanni Della Casa, Fabrizio Fiore & Andrea Vacchi. (2024) Enhancing Gamma-Ray Burst Detection: Evaluation of Neural Network Background Estimator and Explainable AI Insights. Galaxies 12:2, pages 12.
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Giuseppe Dilillo, Kes Ward, Idris A. Eckley, Paul Fearnhead, Riccardo Crupi, Yuri Evangelista, Andrea Vacchi & Fabrizio Fiore. (2024) Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms. The Astrophysical Journal 962:2, pages 137.
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Riccardo Crupi, Giuseppe Dilillo, Elisabetta Bissaldi, Kester Ward, Fabrizio Fiore & Andrea Vacchi. (2023) Searching for long faint astronomical high energy transients: a data driven approach. Experimental Astronomy 56:2-3, pages 421-476.
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