Stephen Roberts
Stephen Roberts
Professor of Engineering Science (Machine Learning, Information Engineering), University of Oxford
Verified email at robots.ox.ac.uk - Homepage
TitleCited byYear
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
19502000
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
13511984
Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection
MA Little, PE McSharry, SJ Roberts, DAE Costello, IM Moroz
Biomedical engineering online 6 (1), 23, 2007
5522007
Independent component analysis: principles and practice
S Roberts, R Everson
Cambridge University Press, 2001
3812001
Stochastic complexity measures for physiological signal analysis
IA Rezek, SJ Roberts
IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998
3571998
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
3511993
A review of parametric modelling techniques for EEG analysis
J Pardey, S Roberts, L Tarassenko
Medical engineering & physics 18 (1), 2-11, 1996
3181996
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
3161998
Overlapping community detection using bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E 83 (6), 066114, 2011
3032011
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
2802000
Active normal faulting in central Greece: an overview
S Roberts, J Jackson
Geological Society, London, Special Publications 56 (1), 125-142, 1991
2541991
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
2412013
A probabilistic resource allocating network for novelty detection
S Roberts, L Tarassenko
Neural Computation 6 (2), 270-284, 1994
2351994
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
2052009
Gaussian processes for global optimization
MA Osborne, R Garnett, SJ Roberts
3rd international conference on learning and intelligent optimization (LION3 …, 2009
2042009
Parametric and non-parametric unsupervised cluster analysis
SJ Roberts
Pattern Recognition 30 (2), 261-272, 1997
1921997
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
1812012
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
1792013
Novelty detection using extreme value statistics
SJ Roberts
IEE Proceedings-Vision, Image and Signal Processing 146 (3), 124-129, 1999
1751999
Design and experimental characterization of a tunable vibration-based electromagnetic micro-generator
D Zhu, S Roberts, MJ Tudor, SP Beeby
Sensors and Actuators A: Physical 158 (2), 284-293, 2010
1722010
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