Professor Paul Hurley

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
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
Funder:
  • The Ainsworth Foundation
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
Funder:
  • Australian Research Council (ACRG)
Western Researchers: Matthias Boer, Rachael Nolan and Paul Hurley
Years: 2022-01-01 - 2025-12-31
ID: P00027234
Title: Co-funded post-doctoral position with WentWest Primary Health Network
Funder:
  • WentWest Limited
  • University of Western Sydney
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
Funder:
  • South Western Sydney Local Health District
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
Funder:
  • Sydney Brain Centre
  • University of Western Sydney
  • University of Western Sydney
Western Researchers: Paul Hurley and Paul Breen
Years: 2022-08-01 - 2025-12-31
ID: P00028075

Western Sydney University

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