
Professor Paul Hurley
Professor of Data Science,
Data Science
Biography
Qualifications
- PhD Swiss Federal Institute Of Technology Lausanne
- BSc National University of Ireland
Organisational Unit (School / Division)
- Data Science
Contact
Email: | Paul.Hurley@westernsydney.edu.au |
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Phone: | |
Mobile: | |
Location: | EN.1.31 Parramatta |
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Publications
Journal Articles
- Simeoni, M., Besson, A., Hurley, P. and Vetterli, M. (2021), 'CPGD : Cadzow plug-and-play gradient descent for generalised FRI', IEEE Transactions on Signal Processing, vol 69 , pp 42 - 57.
- Pan, H., Simeoni, M., Hurley, P., Blu, T. and Vetterli, M. (2017), 'LEAP : looking beyond pixels with continuous-space EstimAtion of Point sources', Astronomy and Astrophysics, vol 608 .
Conference Papers
- Simeoni, M. and Hurley, P. (2021), 'Siml : sieved maximum likelihood for array signal processing', ICASSP (Conference) , Toronto, Ont..
- Simeoni, M. and Hurley, P. (2019), 'Graph spectral clustering of convolution artefacts in radio interferometric images', IEEE International Conference on Acoustics, Speech and Signal Processing, Brighton, U.K..
- Simeoni, M., Kashani, S., Hurley, P. and Vetterli, M. (2019), 'DeepWave : a recurrent neural-network for real-time acoustic imaging', NeurIPS Conference, Vancouver, Canada.
- Roquette, L., Simeoni, M. and Hurley, P. (2018), 'A functional framework for ultrasound imaging', International Conference on Image Processing, Athens, Greece.
- Gurel, N., Hurley, P. and Simeoni, M. (2018), 'Towards more accurate radio telescope images', IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Salt Lake City, Utah.
- Roquette, L., Simeoni, M., Hurley, P. and Besson, A. (2017), 'On an analytical, spatially-varying, formulation of the point-spread-function with an application to deconvolution', IEEE International Ultrasonics Symposium, Washington, D.C., Wash..
- Gurel, N., Hurley, P. and Simeoni, M. (2017), 'Denoising radio interferometric images by subspace clustering', IEEE International Conference on Image Processing, Beijing, China.
- Wei, L., Wijnholds, S. and Hurley, P. (2017), 'Robust recovery for aperture synthesis imaging', IEEE International Conference on Image Processing, Beijing, China.
- Hurley, P. and Simeoni, M. (2017), 'Flexarray : random phased array layouts for analytical spatial filtering', ICASSP (Conference), New Orleans, La..
- Bezzam, E., Scheibler, R., Azcarreta, J., Pan, H., Simeoni, M., Beuchat, R., Hurley, P., Bruneau, B., Ferry, C. and Kashani, S. (2017), 'Hardware and software for reproducible research in audio array signal processing', ICASSP (Conference), New Orleans, La..
- Roquette, L., Simeoni, M., Hurley, P. and Besson, A. (2017), 'On an analytical, spatially-varying, point-spread-function', IEEE International Ultrasonics Symposium, Washington, D.C..
- Hurley, P. and Simeoni, M. (2016), 'Flexibeam : analytic spatial filtering by beamforming', International Conference on Acoustics, Speech and Signal Processing, Shanghai, China.
- Cherubini, G., Hurley, P., Simeoni, M. and Kazemi, S. (2016), 'Imaging in radio interferometry by iterative subset scanning using a modified AMP algorithm', ICASSP (Conference), Shanghai, China.
- Hurley, P. and Simeoni, M. (2016), 'Beamforming towards regions of interest for multi-site mobile networks', International Zurich Seminar on Communications, Zurich, Switzerland.
- Ocal, O., Hurley, P., Cherubini, G. and Kazemi, S. (2015), 'Collaborative randomized beamforming for phased array radio interferometers', ICASSP (Conference), Brisbane, Qld..
- Ionesou, R., Hurley, P. and Apostol, S. (2015), 'Inverse lithography using sparse mask representations', Optical Microlithography (Conference), San Jose, Calif..
- Cherubini, G., Hurley, P., Simeoni, M. and Kazemi, S. (2015), 'Iterative image subset scanning for image reconstruction from sensor signals', IEEE International Symposium on Signal Processing and Information Technology, Abu Dhabi, United Arab Emirates.
Current Projects
Title: | Development and validation of early diagnostic test screens for dementia |
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Western Researchers: | Mourad Tayebi, David Mahns, Morven Cameron and Paul Hurley |
Years: | 2021-07-01 - 2025-06-30 |
ID: | P00027520 |
Title: | Physics-aware machine learning for data-driven fire risk prediction |
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Western Researchers: | Matthias Boer, Rachael Nolan and Paul Hurley |
Years: | 2022-01-01 - 2024-12-31 |
ID: | P00027234 |
Title: | Co-funded post-doctoral position with WentWest Primary Health Network |
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Western Researchers: | Andrew Page, Paul Hurley and Yi Guo |
Years: | 2022-09-01 - 2025-09-01 |
ID: | P00028241 |
Title: | Physiological and physics-based Machine Learning for cardiovascular waveform diagnostic pattern recognition |
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Western Researchers: | Paul Hurley and Paul Breen |
Years: | 2023-01-01 - 2026-12-31 |
ID: | P00028326 |
Title: | EEG / ECG first-principle signal processing and machine learning for early identification of stroke neurology |
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Western Researchers: | Paul Hurley and Paul Breen |
Years: | 2022-08-01 - 2025-12-31 |
ID: | P00028075 |