Nils Y. Hammerla

Newcastle University, Newcastle upon Tyne, United Kingdom

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Papers34 papers

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Neural Temporal Point Processes For Modelling Electronic Health Records

Joseph Enguehard, Dan Busbridge, Adam Bozson, Claire Woodcock,Nils Y. Hammerla

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Relational Graph Attention Networks

Dan Busbridge, Dane Sherburn, Pietro Cavallo,Nils Y. Hammerla

arXiv: Learning, (2019)

EIBibtex

Explaining Deep Learning Models with Constrained Adversarial Examples

Jonathan Moore,Nils Hammerla, Chris Watkins

Pacific Rim International Conference on Artificial Intelligence, (2019): 43-56

Cited by1EIBibtex

Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors

Vitalii Zhelezniak,Aleksandar Savkov, April Shen, Francesco Moramarco, Jack Flann,Nils Y. Hammerla

ICLR, (2019)

Cited by15EIBibtex

Correlation Coefficients and Semantic Textual Similarity

Vitalii Zhelezniak,Aleksandar Savkov, April Shen,Nils Y. Hammerla

north american chapter of the association for computational linguistics, (2019)

Cited by9EIBibtex

Model Comparison for Semantic Grouping

Francisco Vargas, Kamen Brestnichki,Nils Hammerla

arXiv: Learning, (2018)

Cited by1EIBibtex

Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks

Vitalii Zhelezniak, Dan Busbridge, April Shen, Samuel L. Smith,Nils Y. Hammerla

ICLR, (2018)

EIBibtex

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper,Loïc Le Folgoc, Matthew C. H. Lee,Mattias P. Heinrich,Kazunari Misawa,Kensaku Mori,Steven G. McDonagh,Nils Y. Hammerla,Bernhard Kainz,Ben Glocker,Daniel Rueckert

arXiv: Computer Vision and Pattern Recognition, (2018)

Cited by394EIBibtex

Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study

Aiden Doherty,Dan Jackson,Nils Hammerla,Thomas Plötz,Patrick Olivier,Malcolm H Granat,Tom White,Vincent T van Hees,Michael I Trenell, Christoper G Owen,Stephen J Preece, Rob Gillions

PloS one, no. 2 (2017)

Cited by279WOSBibtex

A study of wrist-worn activity measurement as a potential real-world biomarker for late-life depression

J T O'Brien,P Gallagher, D Stow,N Hammerla,T Ploetz,M Firbank,C Ladha,K Ladha,D Jackson,R McNaney,I N Ferrier,P Olivier

Psychological medicine, no. 1 (2017): 93-102

Cited by7WOSBibtex

Offline bilingual word vectors, orthogonal transformations and the inverted softmax

Samuel L. Smith, David H. P. Turban, Steven Hamblin,Nils Y. Hammerla

ICLR, (2017)

Cited by74EIBibtex

Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers

James M Fisher,Nils Y Hammerla,Thomas Ploetz,Peter Andras,Lynn Rochester,Richard W Walker

Parkinsonism & related disorders, (2016)

Cited by12WOSBibtex

How did I do?: Automatic Skill Assessment from Activity Data

Aftab Khan, Eugen Berlin,Sebastian Mellor, Robin Thompson,Nils Y. Hammerla,Roisin McNaney,Patrick Olivier,Thomas Plötz

GetMobile: Mobile Computing and Communications, no. 4 (2016): 18-22

EIBibtex

Optimising sampling rates for accelerometer-based human activity recognition

Aftab Khan,Nils Y. Hammerla,Sebastian Mellor,Thomas Plötz

Pattern Recognition Letters, no. C (2016): 33-40

Cited by61EIBibtex

Sorting out symptoms: design and evaluation of the 'babylon check' automated triage system

Katherine Middleton, Mobasher Butt,Nils Y. Hammerla, Steven Hamblin, Karan Mehta, Ali Parsa

arXiv: Artificial Intelligence, (2016)

Cited by5EIBibtex

Interactivity: Using Expressy to Demonstrate Expressiveness in Touch-based Interactions

Gerard Wilkinson,Gavin Wood,Jonathan Hook,Thomas Nappey,Ahmed Kharrufa, Bradley Pursglove, Hendrik Haeuser,Nils Y. Hammerla,Steve Hodges,Patrick Olivier

CHI Extended Abstracts, pp.3800-3803, (2016)

EIBibtex

Expressy: Using a Wrist-worn Inertial Measurement Unit to Add Expressiveness to Touch-based Interactions

Gerard Wilkinson,Ahmed Kharrufa,Jonathan Hook, Bradley Pursglove,Gavin Wood, Hendrik Haeuser,Nils Y. Hammerla,Steve Hodges,Patrick Olivier

CHI, pp.2832-2844, (2016)

Cited by34EIBibtex

Video Showcase: Using Expressy to Showcase Expressiveness in Touch-based Interactions

Gerard Wilkinson,David Philip Green,Gavin Wood,Ahmed Kharrufa,Jonathan Hook, Bradley Pursglove, Hendrik Haeuser,Nils Y. Hammerla,Steve Hodges,Patrick Olivier

CHI Extended Abstracts, (2016)

EIBibtex

Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables

Nils Y. Hammerla, Shane Halloran,Thomas Plötz

IJCAI, (2016): 1533-1540

Cited by448EIBibtex

A study of wrist-worn activity measurement as a potential real-world biomarker for late life depression

P. Gallagher,N. Ferrier, D. Stow,N. Hammerla,T. Ploetz,M. Firbank,C. Ladha,K. Ladha,D. Jackson,R. McNaney,P. Olivier,J. O'Brien

BIPOLAR DISORDERS, no. SUPnan (2016): 146.0-146.0

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