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Robert Lyon
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Fifty Years of Pulsar Candidate Selection: From simple filters to a new principled real-time classification approach
RJ Lyon, BW Stappers, S Cooper, JM Brooke, JD Knowles
Monthly Notices of the Royal Astronomical Society 459 (1), 1104-1123, 2016
2182016
Hellinger Distance Trees for Imbalanced Streams
RJ Lyon, JM Brooke, JD Knowles, BW Stappers
Pattern Recognition (ICPR), 2014 22nd International Conference on, 1969-1974, 2014
332014
Single-pulse classifier for the LOFAR Tied-Array All-sky Survey
D Michilli, JWT Hessels, RJ Lyon, CM Tan, C Bassa, S Cooper, ...
Monthly Notices of the Royal Astronomical Society 480 (3), 3457-3467, 2018
302018
Why are pulsars hard to find?
RJ Lyon
PQDT-UK & Ireland, 2016
302016
A study on classification in imbalanced and partially-labelled data streams
RJ Lyon, JM Brooke, JD Knowles, BW Stappers
2013 IEEE International Conference on Systems, Man, and Cybernetics, 1506-1511, 2013
282013
Ensemble candidate classification for the LOTAAS pulsar survey
CM Tan, RJ Lyon, BW Stappers, S Cooper, JWT Hessels, VI Kondratiev, ...
Monthly Notices of the Royal Astronomical Society 474 (4), 4571-4583, 2018
252018
Pulsar Searches with the SKA
L Levin, W Armour, C Baffa, E Barr, S Cooper, R Eatough, A Ensor, ...
Proceedings of the International Astronomical Union 13 (S337), 171-174, 2017
232017
Comparing Multiclass, Binary, and Hierarchical Machine Learning Classification schemes for variable stars
Z Hosenie, RJ Lyon, BW Stappers, A Mootoovaloo
Monthly Notices of the Royal Astronomical Society 488 (4), 4858-4872, 2019
222019
Imbalance learning for variable star classification
Z Hosenie, R Lyon, B Stappers, A Mootoovaloo, V McBride
Monthly Notices of the Royal Astronomical Society 493 (4), 6050-6059, 2020
142020
Htru2
R Lyon
UCI Machine Learning Repository, 2017
112017
MeerCRAB: MeerLICHT classification of real and bogus transients using deep learning
Z Hosenie, S Bloemen, P Groot, R Lyon, B Scheers, B Stappers, F Stoppa, ...
Experimental Astronomy 51 (2), 319-344, 2021
32021
Pulsar Feature Lab
R Lyon
32015
Fifty Years of Candidate Pulsar Selection-What next?
RJ Lyon
Proceedings of the International Astronomical Union 13 (S337), 25-28, 2017
22017
A processing pipeline for high volume pulsar candidate data streams
RJ Lyon, BW Stappers, L Levin, MB Mickaliger, A Scaife
Astronomy and Computing, 100291, 2019
12019
Development and optimisation of a machine-learning prediction model for acute desquamation following breast radiotherapy in the multi-centre REQUITE cohort
M Aldraimli, S Osman, D Grishchuck, S Ingram, R Lyon, A Mistry, ...
Advances in Radiation Oncology, 100890, 2022
2022
A data science approach for early-stage prediction of Patient's susceptibility to acute side effects of advanced radiotherapy
M Aldraimli, D Soria, D Grishchuck, S Ingram, R Lyon, A Mistry, J Oliveira, ...
Computers in Biology and Medicine 135, 104624, 2021
2021
A Processing Pipeline for High Volume Pulsar Data Streams
RJ Lyon, BW Stappers, L Levin, MB Mickaliger, A Scaife
arXiv preprint arXiv:1810.06012, 2018
2018
Machine Learning Complications
R Lyon
2017
Classification of Optical Transients at the MeerLICHT Telescope using Deep Learning
Z Hosenie, PJ Groot, R Lyon, B Stappers
Data Augmentation in a Hierarchical-Based Classification Scheme for Variable Stars
Z Hosenie, R Lyon, B Stappers, A Mootoovaloo, V McBride
CEP 2, 0.95, 0
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