Thomas Ploetz

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Patrick OlivierAction Lab, Monash UniversityPatvirtintas el. paštas monash.edu
Nils Hammerlacoding.bioPatvirtintas el. paštas coding.bio
Gernot A. FinkDepartment of Computer Science, TU Dortmund University, Dortmund, GermanyPatvirtintas el. paštas udo.edu
Dan JacksonOpen Lab, Newcastle University, UKPatvirtintas el. paštas newcastle.ac.uk
Gregory D. AbowdDean, College of Engineering, Northeastern UniversityPatvirtintas el. paštas northeastern.edu
Mike TrenellProfessor of Digital Medicine (Hon.) / DAISERPatvirtintas el. paštas ncl.ac.uk
Harish HaresamudramGeorgia Institute of TechnologyPatvirtintas el. paštas gatech.edu
Irfan EssaDistinguished Professor of Computing, Georgia Tech / Research Scientist, GooglePatvirtintas el. paštas gatech.edu
Ilias KyriazakisProfessor of Animal and Veterinary Science at Queen's University, BelfastPatvirtintas el. paštas qub.ac.uk
Hyeokhyen KwonBiomedical Informatics and Engineering, Emory University and Georgia Institute of TechnologyPatvirtintas el. paštas emory.edu
Sebastian MellorJumping RiversPatvirtintas el. paštas jumpingrivers.com
Yu GuanAssociate Professor, University of Warwick, UKPatvirtintas el. paštas warwick.ac.uk
Sarah MoorePatvirtintas el. paštas ncl.ac.uk
Cuong Pham (Phạm Văn Cường)Posts & Telecommunications Institute of Technology and VinAI ResearchPatvirtintas el. paštas ptit.edu.vn
Aftab KhanDistributed AI Programme Lead, Toshiba Europe Ltd.Patvirtintas el. paštas toshiba-bril.com
Roisin McNaneyMonash UniversityPatvirtintas el. paštas monash.edu
Madeline BalaamProfessor in Interaction Design, KTHPatvirtintas el. paštas kth.se
kate hallsworthSenior Research Physiotherapist, The Newcastle upon Tyne Hospitals NHS Foundation TrustPatvirtintas el. paštas ncl.ac.uk
Lynn RochesterProfessor of Human Movement Science, Newcastle UniversityPatvirtintas el. paštas ncl.ac.uk
Mehrab Bin MorshedSamsung Research AmericaPatvirtintas el. paštas samsung.com

Stebėti

Thomas Ploetz

Kiti vardaiThomas Plötz

Georgia Institute of Technology

Patvirtintas el. paštas gatech.edu - Pagrindinis puslapis

Computational Behavior Analysis Activity Recognition Ubiquitous Computing Health Machine Learning


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Deep, convolutional, and recurrent models for human activity recognition using wearables. NY Hammerla, S Halloran, T Ploetz Proc. IJCAI 2016 (arXiv preprint arXiv:1604.08880), 2016	1241	2016
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), e0169649, 2017	1063	2017
Ensembles of Deep LSTM Learners for Activity Recognition using Wearables Y Guan, T Ploetz PACM IMWUT 1 (2), 2017	566	2017
Feature learning for activity recognition in ubiquitous computing T Plötz, NY Hammerla, PL Olivier Twenty-second international joint conference on artificial intelligence, 2011	490	2011
Markov models for offline handwriting recognition: a survey T Plötz, GA Fink International Journal on Document Analysis and Recognition (IJDAR) 12, 269-298, 2009	328	2009
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices M Kranz, A Möller, N Hammerla, S Diewald, P Olivier, L Roalter, T Plötz Pervasive and Mobile Computing 9 (2), 203-215, 2013	321	2013
Early detection of health and welfare compromises through automated detection of behavioural changes in pigs SG Matthews, AL Miller, J Clapp, T Plötz, I Kyriazakis The Veterinary Journal 217, 43-51, 2016	301	2016
PD disease state assessment in naturalistic environments using deep learning N Hammerla, T Ploetz, L Rochester, J Fisher, R Walker, PE Andras Keele University, 2015	242	2015
Automated tracking to measure behavioural changes in pigs for health and welfare monitoring SG Matthews, AL Miller, T PlÖtz, I Kyriazakis Scientific reports 7 (1), 17582, 2017	190	2017
Optimising sampling rates for accelerometer-based human activity recognition A Khan, N Hammerla, S Mellor, T Plötz Pattern Recognition Letters 73, 33-40, 2016	187	2016
On Attention Models for Human Activity Recognition VS Murahari, T Ploetz Proc. Int. Symposium Wearable Computing (ISWC), 2018	164	2018
On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution NY Hammerla, R Kirkham, P Andras, T Plötz Proc. Int. Symposium on Wearable Computers (ISWC), 65-68, 2013	164	2013
ClimbAX: Skill Assessment for Climbing Enthusiasts C Ladha, N Hammerla, P Olivier, T Ploetz Proc. Int. Conf. Ubiquitous Computing (UbiComp), 2013	162	2013
Physical activity, sedentary behaviour and metabolic control following stroke: a cross-sectional and longitudinal study SA Moore, K Hallsworth, T Plötz, GA Ford, L Rochester, MI Trenell PloS one 8 (1), e55263, 2013	161	2013
Movement recognition technology as a method of assessing spontaneous general movements in high risk infants C Marcroft, A Khan, N Embleton, M Trenell, T Ploetz Frontiers in Neurology 5 (284), 2015	160	2015
Multi-modal anchoring for human–robot interaction J Fritsch, M Kleinehagenbrock, S Lang, T Plötz, GA Fink, G Sagerer Robotics and Autonomous Systems 43 (2-3), 133-147, 2003	158	2003
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ... Proc. ACM Interactive, Mobile, Wearable and Ubiquitous Computing (IMWUT) 4 (3), 2020	153	2020
Dog's Life: Wearable Activity Recognition for Dogs C Ladha, N Hammerla, E Hughs, P Olivier, T Ploetz Proc. Int. Symp. Wearable Comp. (ISWC), 2013	147	2013
Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition S Bhattacharya, P Nurmi, N Hammerla, T Ploetz Pervasive and Mobile Computing, 2014	146	2014
Non-alcoholic fatty liver disease is associated with higher levels of objectively measured sedentary behaviour and lower levels of physical activity than matched healthy controls K Hallsworth, C Thoma, S Moore, T Ploetz, QM Anstee, R Taylor, CP Day, ... Frontline gastroenterology 6 (1), 44-51, 2015	145	2015

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