| 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 | 2318 | 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 | 1787 | 1984 |
| Conservative q-learning for offline reinforcement learning A Kumar, A Zhou, G Tucker, S Levine Advances in Neural Information Processing Systems 33, 1179-1191, 2020 | 1138 | 2020 |
| 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 | 962 | 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 | 670 | 2013 |
| Global patient outcomes after elective surgery: prospective cohort study in 27 low-, middle-and high-income countries BJA: British Journal of Anaesthesia 117 (5), 601-609, 2016 | 467 | 2016 |
| Overlapping community detection using Bayesian non-negative matrix factorization I Psorakis, S Roberts, M Ebden, B Sheldon Physical Review E 83 (6), 066114, 2011 | 455 | 2011 |
| Independent component analysis: principles and practice S Roberts, R Everson Cambridge University Press, 2001 | 435 | 2001 |
| Stochastic complexity measures for physiological signal analysis IA Rezek, SJ Roberts IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998 | 413 | 1998 |
| 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 | 409 | 1998 |
| A review of parametric modelling techniques for EEG analysis J Pardey, S Roberts, L Tarassenko Medical engineering & physics 18 (1), 2-11, 1996 | 398 | 1996 |
| 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 | 385 | 1993 |
| A tutorial on variational Bayesian inference CW Fox, SJ Roberts Artificial intelligence review 38, 85-95, 2012 | 365 | 2012 |
| 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 | 338 | 2015 |
| Gaussian processes for global optimization MA Osborne, R Garnett, SJ Roberts | 338 | 2009 |
| Micro-XRF core scanning in palaeolimnology: recent developments SJ Davies, HF Lamb, SJ Roberts Micro-XRF studies of sediment cores: Applications of a non-destructive tool …, 2015 | 333 | 2015 |
| 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 | 326 | 2000 |
| 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 | 322 | 2012 |
| A probabilistic resource allocating network for novelty detection S Roberts, L Tarassenko Neural Computation 6 (2), 270-284, 1994 | 304 | 1994 |
| 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 | 292 | 2009 |
Michael A OsborneProfessor of Machine Learning, University of OxfordOverená e-mailová adresa na: robots.ox.ac.uk
