Stephen Roberts
Stephen Roberts
Professor of Engineering Science (Machine Learning, Information Engineering), University of Oxford
Verified email at - Homepage
Cited by
Cited by
A mutation in a case of early onset narcolepsy and a generalized absence of hypocretin peptides in human narcoleptic brains
C Peyron, J Faraco, W Rogers, B Ripley, S Overeem, Y Charnay, ...
Nature medicine 6 (9), 991-997, 2000
Characteristics and tectonic significance of supra-subduction zone ophiolites
JA Pearce, SJ Lippard, S Roberts
Geological Society, London, Special Publications 16 (1), 77-94, 1984
Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection
M Little, P McSharry, S Roberts, D Costello, I Moroz
Nature Precedings, 1-1, 2007
Gaussian processes for time-series modelling
S Roberts, M Osborne, M Ebden, S Reece, N Gibson, S Aigrain
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
Independent component analysis: principles and practice
S Roberts, R Everson
Cambridge University Press, 2001
Overlapping community detection using bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E 83 (6), 066114, 2011
Stochastic complexity measures for physiological signal analysis
IA Rezek, SJ Roberts
IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998
Arterial blood pressure responses to graded transient arousal from sleep in normal humans
RJ Davies, PJ Belt, SJ Roberts, NJ Ali, JR Stradling
Journal of Applied Physiology 74 (3), 1123-1130, 1993
Bayesian approaches to Gaussian mixture modeling
SJ Roberts, D Husmeier, I Rezek, W Penny
IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (11), 1133 …, 1998
A review of parametric modelling techniques for EEG analysis
J Pardey, S Roberts, L Tarassenko
Medical engineering & physics 18 (1), 2-11, 1996
EEG-based communication: a pattern recognition approach
WD Penny, SJ Roberts, EA Curran, MJ Stokes
IEEE transactions on Rehabilitation Engineering 8 (2), 214-215, 2000
Gaussian processes for global optimization
MA Osborne, R Garnett, SJ Roberts
3rd international conference on learning and intelligent optimization (LION3 …, 2009
Active normal faulting in central Greece: an overview
S Roberts, J Jackson
Geological Society, London, Special Publications 56 (1), 125-142, 1991
A probabilistic resource allocating network for novelty detection
S Roberts, L Tarassenko
Neural Computation 6 (2), 270-284, 1994
A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
NP Gibson, S Aigrain, S Roberts, TM Evans, M Osborne, F Pont
Monthly notices of the royal astronomical society 419 (3), 2683-2694, 2012
A tutorial on variational Bayesian inference
CW Fox, SJ Roberts
Artificial intelligence review 38 (2), 85-95, 2012
Migration and stopover in a small pelagic seabird, the Manx shearwater Puffinus puffinus: insights from machine learning
T Guilford, J Meade, J Willis, RA Phillips, D Boyle, S Roberts, M Collett, ...
Proceedings of the Royal Society B: Biological Sciences 276 (1660), 1215-1223, 2009
Reality mining of animal social systems
J Krause, S Krause, R Arlinghaus, I Psorakis, S Roberts, C Rutz
Trends in ecology & evolution 28 (9), 541-551, 2013
A Gaussian process framework for modelling stellar activity signals in radial velocity data
V Rajpaul, S Aigrain, MA Osborne, S Reece, S Roberts
Monthly Notices of the Royal Astronomical Society 452 (3), 2269-2291, 2015
Parametric and non-parametric unsupervised cluster analysis
SJ Roberts
Pattern Recognition 30 (2), 261-272, 1997
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