Research output per year
Research output per year
Personal profile
My group
Research Group(s)
Research interests
Machine Learning.
Education/Academic qualification
Unknown, PhD Computer Science: Diversity in Neural Network Ensembles, University of Birmingham
1 Sept 1998 → 1 Sept 2003
Award Date: 1 Jul 2004
Research Beacons, Institutes and Platforms
- Institute for Data Science and AI
- Digital Futures
- Christabel Pankhurst Institute
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
Fingerprint
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Bias/Variance is not the same as Approximation/Estimation
Brown, G. & Ali, R., 5 Mar 2024, In: Transactions on Machine Learning Research .Research output: Contribution to journal › Article › peer-review
Open AccessFile610 Downloads (Pure) -
FINESSD: Near-Storage Feature Selection with Mutual Information for Resource-Limited FPGAs
Kyparissas, N., Brown, G. & Luján, M., May 2024, p. 173-184.Research output: Contribution to conference › Paper › peer-review
Open AccessFile294 Downloads (Pure) -
Low-cost and efficient prediction hardware for tabular data using Tiny Classifier Circuits
Iordanou, K., Atkinson, T., Ozer, E., Kufel, J., Aligada, G., Biggs, J., Brown, G. & Luján, M., 25 Apr 2024, In: Nature Electronics.Research output: Contribution to journal › Article › peer-review
Open Access -
A Unified Theory of Diversity in Ensemble Learning
Wood, D., Mu, T., Webb, A., Reeve, H. W. J., Luján, M. & Brown, G., 19 Dec 2023, In: Journal of Machine Learning Research. 24, 359, p. 1-49Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Downloads (Pure) -
Outlier detection of vital sign trajectories from COVID-19 patients
Summerton, S., Tivey, A., Shotton, R., Brown, G., Redfern, O. C., Oakley, R., Radford, J. & Wong, D. C., 11 Dec 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. IEEE, Vol. 2023. p. 1-4 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Centre for Digital Trust and Society
Barrett, E. (PI), Allmendinger, R. (Researcher), Elliot, M. (Researcher), Lord, N. (Researcher), Cordeiro, L. (Researcher), Gibson, R. (Researcher), Papamarkou, T. (Researcher), Dresner, D. (Researcher), Aldridge, J. (Researcher), Duncan, P. (Researcher), Banach, R. (Researcher), Brown, G. (Researcher), Dennis, L. (Researcher), Fisher, M. (Researcher), Korovin, K. (Researcher), Kotselidis, C.-E. (Researcher), Luján, M. (Researcher), Mustafa, M. (Researcher), Olivier, P. (Researcher), Reger, G. (Researcher), Zhang, N. (Researcher), Hodgkinson, G. (Researcher), Gulati, S. (Researcher), Ainsworth, J. (Researcher), Chen, Y.-W. (Researcher), Green, B. (Researcher), Healey, M. (Researcher), Uyarra, E. (Researcher), Zachariadis, M. (Researcher), Little, C. (Researcher), Mackey, E. (Researcher), Nenadic, G. (Researcher), Keane, J. (Researcher), Shlomo, N. (Researcher), Graff, N. (Researcher), Jarwar, M. A. (Researcher), Shariati Samani, S. (Researcher), Smith, D. (Researcher), Kambites, M. (Researcher), Thorpe, M. (Researcher), Rowley, P. (Researcher), Flynn, S. (Researcher), Turner, P. (Researcher), Wainwright, V. (Researcher), Czerwinsky, A. (PGR student), Nini, A. (Researcher), Broad, R. (Researcher), Shute, J. (Researcher), Deakin, J. (Researcher), Saldana-Taboada, P. (PGR student), Knight, P. (Researcher), Hutchings, S. (Researcher), Whyte, J. (Researcher), Tolz-Zilitinkevic, V. (Researcher), Pilkington, H. (Researcher), Guharoy, S. (Researcher), Nicolo, A. (Researcher), Reggiani, C. (Researcher), Garcia Oliva, J. (Researcher), Van Someren, A. (Researcher), Bon, E. (Researcher), Cantijoch Cunill, M. (Researcher), Koch, D. (Researcher) & Chen, Y.-W. (Researcher)
11/05/21 → …
Project: Other
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RAI: Centre for Robotics and Artificial Intelligence
Cangelosi, A. (PI), Lennox, B. (PI), Weightman, A. (CoI), Dennis, L. (CoI), Dixon, C. (CoI), Fisher, M. (CoI), Herrmann, G. (CoI), Dickson, A. (CoI), Lanzon, A. (CoI), Stancu, A. (CoI), Miller, A. (CoI), Freitas, A. (CoI), Nini, A. (CoI), Voronkov, A. (CoI), Brass, A. (CoI), Vijayaraghavan, A. (CoI), Parslew, B. (CoI), crowther, W. (CoI), Grieve, B. (CoI), Adorno, B. (CoI), Jay, C. (CoI), Wang, C. C. L. (CoI), Todd, C. (CoI), Soutis, C. (CoI), Arsene, C. (CoI), Dresner, D. (CoI), Barrett, E. (CoI), Gowen, E. (CoI), Arvin, F. (CoI), Podd, F. (CoI), Brown, G. (CoI), Reger, G. (CoI), Cooper, G. (CoI), Mairs, H. (CoI), Yin, H. (CoI), Kinloch, I. (CoI), Eleftheriou, I. (CoI), Li, J. (CoI), Carrasco Gomez, J. (CoI), Ainsworth, J. (CoI), Sinha, J. (CoI), Ozanyan, K. (CoI), Smith, K. (CoI), Twomey, K. (CoI), Margetts, L. (CoI), Ren, L. (CoI), Zhang, L. (CoI), Cordeiro, L. (CoI), Rattray, M. (PI), Bissett, M. (CoI), Elliot, M. (CoI), Alvarez, M. (CoI), Luján, M. (CoI), Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M. (CoI), Peek, N. (CoI), Marjanovic, O. (CoI), Dorn, O. (CoI), Dudek, P. (CoI), Green, P. (CoI), Connolly, P. (CoI), Da Silva Bartolo, P. J. (CoI), Gardner, P. (CoI), Martin, P. (CoI), Potluri, P. (CoI), Curtis, R. (CoI), Schmidt, R. (CoI), Banach, R. (CoI), Batista-Navarro, R. T. (CoI), Kaski, S. (CoI), Midson, S. (CoI), Watson, S. (CoI), Holm, S. (CoI), Furber, S. (CoI), Schlegel, V. (CoI), Mirihanage, W. (CoI), Mansell, W. (CoI), Pan, W. (CoI), Sampson, B. (CoI), Sellers, W. (CoI), Yang, W. (CoI), Cai, P. (CoI), Sun, Y. (CoI), Alharthi, A. (Researcher), Macario Rojas, A. (Researcher), Serhan, B. (Researcher), Yu, C. (Researcher), Abara, D. (Researcher), Lopez Pulgarin, E. (Researcher), Faruq, F. (Researcher), Tavella, F. (Researcher), Semeraro, F. (Researcher), Liu, G. (Researcher), Fang, G. (Researcher), Niu, H. (Researcher), Taylor, H. (PI), Zhu, H. (PGR student), Collenette, J. (Researcher), Amano, K. (Researcher), Lo, K. C. J. (PGR student), Raggioli, L. (Researcher), Romeo, M. (Researcher), Ruocco, M. (PGR student), Ghaffari Saadat, M. (Researcher), Walmsley, M. (Researcher), Mubarik, A. (Researcher), Vinanzi, S. (Researcher), Su, Y.-H. (PGR student), McAleese, H. (PGR student), Stringer, P. (PGR student), Stoican, R. (PGR student), Ye, R. (PGR student), Kurawa, S. S. (PGR student), Zhang, T. (PGR student), Krywonos, W. (PGR student), Xu, Y. (PGR student), Tian, Y. (PGR student), Henderson, A. (Technical team), Morley, D. (Support team), Tallentire, J. (Support team), Smith, J. (Support team), Hawthornthwaite, S. (Support team), Carlson, J. (Support team) & Baniqued, P. D. (Researcher)
Project: Research
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EnnCore: End-to-End Conceptual Guarding of Neural Architectures
Cordeiro, L. (PI), Brown, G. (CoI), Freitas, A. (CoI), Luján, M. (CoI) & Mustafa, M. (CoI)
1/02/21 → 31/12/25
Project: Research
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Data Visualisations for Smarter mid-trial decisions
Brown, G. (PI) & Jay, C. (CoI)
1/01/18 → 30/06/19
Project: Research
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Robust Biomarker Ranking with multiple diverse endpoints
Brown, G. (PI) & Jay, C. (CoI)
1/01/18 → 31/12/18
Project: Research
Activities
- 1 Editorial work
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Machine Learning (Journal)
Brown, G. (Assistant editor)
2017 → 2020Activity: Publication peer-review and editorial work › Editorial work › Research
Press/Media
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THE TIMES: The robots are coming . . . to the rescue
2/12/17
1 Media contribution
Press/Media: Expert comment