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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
2912016
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
472014
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
462018
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
412018
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
382017
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
362020
Why are pulsars hard to find?
RJ Lyon
PQDT-UK & Ireland, 2016
352016
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
342019
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
302013
Htru2
R Lyon
UCI Machine Learning Repository, 2017
152017
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, 319-344, 2021
132021
Development and Optimization of a Machine-Learning Prediction Model for Acute Desquamation After Breast Radiation Therapy in the Multicenter REQUITE Cohort
M Aldraimli, S Osman, D Grishchuck, S Ingram, R Lyon, A Mistry, ...
Advances in Radiation Oncology 7 (3), 100890, 2022
72022
Development and optimization of a machine-learning prediction model for acute desquamation after breast radiation therapy in the multicenter REQUITE cohort
M Aldraimli, S Osman, D Grishchuck, S Ingram, R Lyon, A Mistry, ...
Advances in radiation oncology 7 (3), 100890, 2022
72022
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
52021
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
32019
Pulsar Feature Lab
R Lyon
32015
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
22018
Fifty Years of Candidate Pulsar Selection-What next?
RJ Lyon
Proceedings of the International Astronomical Union 13 (S337), 25-28, 2017
22017
Fundamentals of Machine Learning
R Lyon, T Rattay
Machine Learning and Artificial Intelligence in Radiation Oncology A Guide …, 2023
12023
Evaluating machine learning models: From development to clinical deployment
J Kang, AK Chowdhry, R Lyon, T Rattay, R Strawderman
Machine Learning and Artificial Intelligence in Radiation Oncology A Guide …, 2023
2023
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