Overview
Availability
- Associate Professor Yoni Nazarathy is:
- Available for supervision
Qualifications
- Doctor of Philosophy, University of Haifa
- Master of Arts, University of Haifa
- Bachelor of Arts, University of Haifa
Works
Search Professor Yoni Nazarathy’s works on UQ eSpace
2024
Book
Mathematical engineering of deep learning
Liquet, 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
2024
Book Chapter
Navigating Mathematical Basics: A Primer for Deep Learning in Science
Liquet, 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
2023
Journal Article
Covariance clustering: modelling covariance in designed experiments when the number of variables is greater than experimental units
Forknall, 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
2023
Journal Article
The value of information and efficient switching in channel selection
Wang, 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
2023
Journal Article
Emerging data inputs for infectious diseases surveillance and decision making
Shausan, 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
2023
Journal Article
Diffusion parameters of flows in stable multi-class queueing networks
Moka, 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
2022
Journal Article
Emulation of epidemics via Bluetooth-based virtual safe virus spread: Experimental setup, software, and data
Asanjarani, 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
2022
Journal Article
The value of information and efficient switching in channel selection
Wang, 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
2022
Journal Article
On busy periods of the critical GI/G/1 queue and BRAVO
Nazarathy, 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
2022
Journal Article
Stationary Markovian arrival processes: Results and open problems
Asanjarani, Azam and Nazarathy, Yoni (2022). Stationary Markovian arrival processes: Results and open problems. ANZIAM Journal, 64, 54-68. doi: 10.21914/anziamj.v64.15161
2022
Journal Article
Stationary Markovian arrival processes: results and open problems
Asanjarani, 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
2022
Other Outputs
Emulation of epidemics via Bluetooth-based virtual safe virus spread: experimental setup, software, and data
Asanjarani, 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.
2022
Journal Article
Modern trends in applied probability closing a special issue of overview papers
McVinish, 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
2021
Journal Article
Safe Blues: The case for virtual safe virus spread in the long-term fight against epidemics
Dandekar, 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
2021
Journal Article
A survey of parameter and state estimation in queues
Asanjarani, 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
2021
Journal Article
Estimation of semi-Markov multi-state models: a comparison of the sojourn times and transition intensities approaches
Asanjarani, 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
2021
Book
Statistics with Julia : Fundamentals for Data Science, Machine Learning and Artificial Intelligence
Nazarathy, 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
2021
Conference Publication
A novel implementation of Q-learning for the Whittle index
Gibson, 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
2020
Journal Article
Safe blues: a method for estimation and control in the fight against COVID-19
Dandekar, 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
2020
Journal Article
Modern trends in applied probability: part 1: a collection of two overview papers
McVinish, 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
Funding
Current funding
Past funding
Supervision
Availability
- Associate Professor Yoni Nazarathy is:
- Available for supervision
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Supervision history
Current supervision
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Doctor Philosophy
Statistical Methods for High Dimensional, Non-Smooth Data with Applications to Mass Spectrometry
Principal Advisor
Other advisors: Dr Alison Kelly
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Doctor Philosophy
Machine learning in epidemiology research on African Swine Fever epidemic in the Philippines Outline
Associate Advisor
Other advisors: Associate Professor Luis Furuya Kanamori, Associate Professor Benn Sartorius, Professor Colleen Lau
Completed supervision
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2024
Doctor Philosophy
Parametric sensitivity of threshold risk and multi-absorption phase type distributions
Associate Advisor
Other advisors: Emeritus Professor Jerzy Filar
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2020
Doctor Philosophy
Data Analytics in Power Engineering and Demand Management
Associate Advisor
Other advisors: Associate Professor Rahul Sharma
Media
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