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2024 Book Mathematical engineering of deep learningLiquet, Benoit, Moka, Sarat and Nazarathy, Yoni (2024). Mathematical engineering of deep learning. New York, NY United States: Chapman and Hall/CRC. doi: 10.1201/9781003298687 |
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2024 Book Chapter Navigating Mathematical Basics: A Primer for Deep Learning in ScienceLiquet, Benoit, Moka, Sarat and Nazarathy, Yoni (2024). Navigating Mathematical Basics: A Primer for Deep Learning in Science. Advances in Experimental Medicine and Biology. (pp. 71-96) Cham: Springer. doi: 10.1007/978-3-031-64892-2_5 |
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2023 Journal Article Covariance clustering: modelling covariance in designed experiments when the number of variables is greater than experimental unitsForknall, Clayton R., Verbyla, Arūnas P., Nazarathy, Yoni, Yousif, Adel, Osama, Sarah, Jones, Shirley H., Kerr, Edward, Schulz, Benjamin L., Fox, Glen P. and Kelly, Alison M. (2023). Covariance clustering: modelling covariance in designed experiments when the number of variables is greater than experimental units. Journal of Agricultural, Biological and Environmental Statistics, 29 (2), 232-256. doi: 10.1007/s13253-023-00574-x |
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2023 Journal Article The value of information and efficient switching in channel selectionWang, Jiesen, Nazarathy, Yoni and Taimre, Thomas (2023). The value of information and efficient switching in channel selection. Probability in the Engineering and Informational Sciences, 37 (4), 907-927. doi: 10.1017/S0269964822000286 |
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2023 Journal Article Emerging data inputs for infectious diseases surveillance and decision makingShausan, Aminath, Nazarathy, Yoni and Dyda, Amalie (2023). Emerging data inputs for infectious diseases surveillance and decision making. Frontiers in Digital Health, 5 1131731, 1-7. doi: 10.3389/fdgth.2023.1131731 |
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2023 Journal Article Diffusion parameters of flows in stable multi-class queueing networksMoka, Sarat Babu, Nazarathy, Yoni and Scheinhardt, Werner (2023). Diffusion parameters of flows in stable multi-class queueing networks. Queueing Systems, 103 (3-4), 313-346. doi: 10.1007/s11134-022-09869-1 |
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2022 Journal Article Emulation of epidemics via Bluetooth-based virtual safe virus spread: Experimental setup, software, and dataAsanjarani, Azam, Shausan, Aminath, Chew, Keng, Graham, Thomas, Henderson, Shane G., Jansen, Hermanus M., Short, Kirsty R., Taylor, Peter G., Vuorinen, Aapeli, Yadav, Yuvraj, Ziedins, Ilze and Nazarathy, Yoni (2022). Emulation of epidemics via Bluetooth-based virtual safe virus spread: Experimental setup, software, and data. PLoS Digital Health, 1 (12) e0000142, 1-23. doi: 10.1371/journal.pdig.0000142 |
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2022 Journal Article The value of information and efficient switching in channel selectionWang, Jiesen, Nazarathy, Yoni and Taimre, Thomas (2022). The value of information and efficient switching in channel selection. Probability in the Engineering and Informational Sciences, 37 (4), 1-21. doi: 10.1017/s0269964822000286 |
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2022 Journal Article On busy periods of the critical GI/G/1 queue and BRAVONazarathy, Yoni and Palmowski, Zbigniew (2022). On busy periods of the critical GI/G/1 queue and BRAVO. Queueing Systems, 102 (1-2), 219-225. doi: 10.1007/s11134-022-09858-4 |
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2022 Journal Article Stationary Markovian arrival processes: Results and open problemsAsanjarani, Azam and Nazarathy, Yoni (2022). Stationary Markovian arrival processes: Results and open problems. ANZIAM Journal, 64, 54-68. doi: 10.21914/anziamj.v64.15161 |
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2022 Journal Article Stationary Markovian arrival processes: results and open problemsAsanjarani, Azam and Nazarathy, Yoni (2022). Stationary Markovian arrival processes: results and open problems. The ANZIAM Journal, 64 (1) PII S1446181122000013, 1-15. doi: 10.1017/s1446181122000013 |
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2022 Other Outputs Emulation of epidemics via Bluetooth-based virtual safe virus spread: experimental setup, software, and dataAsanjarani, Azam, Shausan, Aminath, Chew, Keng, Graham, Thomas, Henderson, Shane G., Jansen, Hermanus M., Short, Kirsty R., Taylor, Peter G., Vuorinen, Aapeli, Yadav, Yuvraj, Ziedins, Ilze and Nazarathy, Yoni (2022). Emulation of epidemics via Bluetooth-based virtual safe virus spread: experimental setup, software, and data. |
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2022 Journal Article Modern trends in applied probability closing a special issue of overview papersMcVinish, Ross, Nazarathy, Yoni and Nguyen, Giang (2022). Modern trends in applied probability closing a special issue of overview papers. Queueing Systems, 100 (1-2), 93-94. doi: 10.1007/s11134-021-09735-6 |
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2021 Journal Article Safe Blues: The case for virtual safe virus spread in the long-term fight against epidemicsDandekar, Raj, Henderson, Shane G., Jansen, Hermanus M., McDonald, Joshua, Moka, Sarat, Nazarathy, Yoni, Rackauckas, Christopher, Taylor, Peter G. and Vuorinen, Aapeli (2021). Safe Blues: The case for virtual safe virus spread in the long-term fight against epidemics. Patterns, 2 (3) 100220, 1-9. doi: 10.1016/j.patter.2021.100220 |
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2021 Journal Article A survey of parameter and state estimation in queuesAsanjarani, Azam, Nazarathy, Yoni and Taylor, Peter (2021). A survey of parameter and state estimation in queues. Queueing Systems, 97 (1-2), 39-80. doi: 10.1007/s11134-021-09688-w |
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2021 Journal Article Estimation of semi-Markov multi-state models: a comparison of the sojourn times and transition intensities approachesAsanjarani, Azam, Liquet, Benoit and Nazarathy, Yoni (2021). Estimation of semi-Markov multi-state models: a comparison of the sojourn times and transition intensities approaches. International Journal of Biostatistics, 18 (1), 243-262. doi: 10.1515/ijb-2020-0083 |
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2021 Conference Publication A novel implementation of Q-learning for the Whittle indexGibson, Lachlan J., Jacko, Peter and Nazarathy, Yoni (2021). A novel implementation of Q-learning for the Whittle index. 14th EAI International Conference, VALUETOOLS 2021, Virtual, 30-31 October 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-92511-6_10 |
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2021 Book Statistics with Julia : Fundamentals for Data Science, Machine Learning and Artificial IntelligenceNazarathy, Yoni and Klok, Hayden (2021). Statistics with Julia : Fundamentals for Data Science, Machine Learning and Artificial Intelligence. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-70901-3 |
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2020 Journal Article Safe blues: a method for estimation and control in the fight against COVID-19Dandekar, Raj Abhijit, Henderson, Shane G., Jansen, Marijn, Moka, Sarat, Nazarathy, Yoni, Rackauckas, Christopher, Taylor, Peter G. and Vuorinen, Aapeli (2020). Safe blues: a method for estimation and control in the fight against COVID-19. medRxiv. doi: 10.1101/2020.05.04.20090258 |
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2020 Journal Article Modern trends in applied probability: part 1: a collection of two overview papersMcVinish, Ross, Nazarathy, Yoni and Nguyen, Giang (2020). Modern trends in applied probability: part 1: a collection of two overview papers. Queueing Systems, 96 (1-2), 1-2. doi: 10.1007/s11134-020-09670-y |
