| Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables N Hammerla, S Halloran, T Ploetz Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 376 | 2016 |
| Feature learning for activity recognition in ubiquitous computing T Plötz, NY Hammerla, PL Olivier Twenty-second international joint conference on artificial intelligence, 2011 | 254 | 2011 |
| Large scale population assessment of physical activity using wrist worn accelerometers: the UK biobank study A Doherty, D Jackson, N Hammerla, T Plötz, P Olivier, MH Granat, T White, ... PloS one 12 (2), 2017 | 217 | 2017 |
| Offline bilingual word vectors, orthogonal transformations and the inverted softmax SL Smith, DHP Turban, S Hamblin, NY Hammerla Fifth International Conference on Learning Representations (ICLR), 2017 | 204 | 2017 |
| The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices M Kranz, A MöLler, N Hammerla, S Diewald, T PlöTz, P Olivier, L Roalter Pervasive and Mobile Computing 9 (2), 203-215, 2013 | 201 | 2013 |
| Attention U-Net: learning where to look for the pancreas O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... First Conference on Medical Imaging with Deep Learning (MIDL), 2018 | 136 | 2018 |
| PD Disease State Assessment in Naturalistic Environments using Deep Learning N Hammerla, J Fisher, P Andras, L Rochester, R Walker, T Plötz AAAI 2015, 2015 | 116 | 2015 |
| Using unlabeled data in a sparse-coding framework for human activity recognition S Bhattacharya, P Nurmi, N Hammerla, T Plötz Pervasive and Mobile Computing 15, 242-262, 2014 | 84 | 2014 |
| ClimbAX: skill assessment for climbing enthusiasts C Ladha, NY Hammerla, P Olivier, T Plötz Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013 | 84 | 2013 |
| On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution NY Hammerla, R Kirkham, P Andras, T Plötz Proceedings of the 17th annual international symposium on wearable computers …, 2013 | 82 | 2013 |
| Automatic assessment of problem behavior in individuals with developmental disabilities T Plötz, NY Hammerla, A Rozga, A Reavis, N Call, GD Abowd Proceedings of the 2012 ACM conference on ubiquitous computing, 391-400, 2012 | 81 | 2012 |
| Dog's life: wearable activity recognition for dogs C Ladha, N Hammerla, E Hughes, P Olivier, T Ploetz Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013 | 77 | 2013 |
| Gymskill: A personal trainer for physical exercises A Möller, L Roalter, S Diewald, J Scherr, M Kranz, N Hammerla, P Olivier, ... 2012 IEEE International Conference on Pervasive Computing and Communications …, 2012 | 70 | 2012 |
| Optimising sampling rates for accelerometer-based human activity recognition A Khan, N Hammerla, S Mellor, T Plötz Pattern Recognition Letters 73, 33-40, 2016 | 52 | 2016 |
| Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition NY Hammerla, T Plötz Proceedings of the 2015 ACM international joint conference on pervasive and …, 2015 | 44 | 2015 |
| Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers JM Fisher, NY Hammerla, T Ploetz, P Andras, L Rochester, RW Walker Parkinsonism & related disorders 33, 44-50, 2016 | 40 | 2016 |
| Body-worn sensors in Parkinson's disease: Evaluating their acceptability to patients JM Fisher, NY Hammerla, L Rochester, P Andras, RW Walker Telemedicine and e-Health 22 (1), 63-69, 2016 | 34 | 2016 |
| Automatic synchronization of wearable sensors and video-cameras for ground truth annotation--a practical approach T Plotz, C Chen, NY Hammerla, GD Abowd 2012 16th international symposium on wearable computers, 100-103, 2012 | 34 | 2012 |
| Touchbugs: Actuated tangibles on multi-touch tables D Nowacka, K Ladha, NY Hammerla, D Jackson, C Ladha, E Rukzio, ... Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2013 | 33 | 2013 |
| Expressy: Using a wrist-worn inertial measurement unit to add expressiveness to touch-based interactions G Wilkinson, A Kharrufa, J Hook, B Pursglove, G Wood, H Haeuser, ... Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016 | 32 | 2016 |
Thomas PloetzGeorgia Institute of TechnologyVerified email at gatech.edu
