| Machine learning: an algorithmic perspective S Marsland Chapman and Hall/CRC, 2011 | 2991 | 2011 |
| Habituation revisited: an updated and revised description of the behavioral characteristics of habituation CH Rankin, T Abrams, RJ Barry, S Bhatnagar, DF Clayton, J Colombo, ... Neurobiology of learning and memory 92 (2), 135-138, 2009 | 1911 | 2009 |
| A self-organising network that grows when required S Marsland, J Shapiro, U Nehmzow Neural networks 15 (8-9), 1041-1058, 2002 | 527 | 2002 |
| Automated birdsong recognition in complex acoustic environments: a review N Priyadarshani, S Marsland, I Castro Journal of Avian Biology 49 (5), jav-01447, 2018 | 276 | 2018 |
| Novelty detection in learning systems S Marsland Neural computing surveys 3 (2), 157-195, 2003 | 213 | 2003 |
| Fast, on-line learning of globally consistent maps T Duckett, S Marsland, J Shapiro Autonomous Robots 12, 287-300, 2002 | 189 | 2002 |
| Learning globally consistent maps by relaxation T Duckett, S Marsland, J Shapiro Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference …, 2000 | 182 | 2000 |
| A unified information-theoretic approach to groupwise non-rigid registration and model building CJ Twining, T Cootes, S Marsland, V Petrovic, R Schestowitz, CJ Taylor Information Processing in Medical Imaging: 19th International Conference …, 2005 | 157 | 2005 |
| Groupwise diffeomorphic non-rigid registration for automatic model building TF Cootes, S Marsland, CJ Twining, K Smith, CJ Taylor Computer Vision-ECCV 2004: 8th European Conference on Computer Vision …, 2004 | 151 | 2004 |
| On-line novelty detection for autonomous mobile robots S Marsland, U Nehmzow, J Shapiro Robotics and Autonomous Systems 51 (2-3), 191-206, 2005 | 122 | 2005 |
| Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images S Marsland, CJ Twining IEEE transactions on medical imaging 23 (8), 1006-1020, 2004 | 121 | 2004 |
| Progress towards an automated trainable pollen location and classifier system for use in the palynology laboratory K Holt, G Allen, R Hodgson, S Marsland, J Flenley Review of Palaeobotany and Palynology 167 (3-4), 175-183, 2011 | 115 | 2011 |
| Wireless sensor network based smart home: Sensor selection, deployment and monitoring D Basu, G Moretti, GS Gupta, S Marsland 2013 IEEE Sensors Applications Symposium Proceedings, 49-54, 2013 | 114 | 2013 |
| Groupwise non-rigid registration using polyharmonic clamped-plate splines S Marsland, CJ Twining, CJ Taylor Medical Image Computing and Computer-Assisted Intervention-MICCAI 2003: 6th …, 2003 | 93 | 2003 |
| Constructing reparameterization invariant metrics on spaces of plane curves M Bauer, M Bruveris, S Marsland, PW Michor Differential Geometry and its Applications 34, 139-165, 2014 | 91 | 2014 |
| A real-time novelty detector for a mobile robot S Marsland, U Nehmzow, J Shapiro arXiv preprint cs/0006006, 2000 | 85 | 2000 |
| On-line novelty detection through self-organisation, with application to inspection robotics S Marsland PQDT-Global, 2001 | 82 | 2001 |
| A minimum description length objective function for groupwise non-rigid image registration S Marsland, CJ Twining, CJ Taylor Image and Vision Computing 26 (3), 333-346, 2008 | 77 | 2008 |
| Birdsong denoising using wavelets N Priyadarshani, S Marsland, I Castro, A Punchihewa PloS one 11 (1), e0146790, 2016 | 72 | 2016 |
| A tale of two filters-on-line novelty detection PA Crook, S Marsland, G Hayes, U Nehmzow Proceedings 2002 IEEE International Conference on Robotics and Automation …, 2002 | 59 | 2002 |
