Cueing for drooling in Parkinson's disease. - Roisin McNaney; Stephen Lindsay; Karim Ladha; Cassim Ladha; Guy Schofield; Thomas Plötz; Nils Y. Hammerla; Daniel Jackson 002; Richard Walker 005; Nick Miller; Patrick Olivier (CHI, 2011)

Feature Learning for Activity Recognition in Ubiquitous Computing. - Thomas Plötz; Nils Y. Hammerla; Patrick Olivier (IJCAI, 2011)

Automatic assessment of problem behavior in individuals with developmental disabilities. - Thomas Plötz; Nils Y. Hammerla; Agata Rozga; Andrea Reavis; Nathan A. Call; Gregory D. Abowd (UbiComp, 2012)

Aimbot Detection in Online FPS Games Using a Heuristic Method Based on Distribution Comparison Matrix. - Su-Yang Yu; Nils Y. Hammerla; Jeff Yan; Peter Andras 001 (ICONIP (5), 2012)

A statistical aimbot detection method for online FPS games. - Su-Yang Yu; Nils Y. Hammerla; Jeff Yan; Peter Andras 001 (IJCNN, 2012)

Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach. - Thomas Plötz; Chen Chen; Nils Y. Hammerla; Gregory D. Abowd (ISWC, 2012)

GymSkill: A personal trainer for physical exercises. - Andreas Möller; Luis Roalter; Stefan Diewald; Johannes Scherr; Matthias Kranz; Nils Y. Hammerla; Patrick Olivier; Thomas Plötz (PerCom, 2012)

Touchbugs: actuated tangibles on multi-touch tables. - Diana Nowacka; Karim Ladha; Nils Y. Hammerla; Daniel Jackson 002; Cassim Ladha; Enrico Rukzio; Patrick Olivier (CHI, 2013)

Automatic correction of annotation boundaries in activity datasets by class separation maximization. - Reuben Kirkham; Aftab Khan 001; Sourav Bhattacharya; Nils Y. Hammerla; Sebastian Mellor; Daniel Roggen; Thomas Ploetz (UbiComp (Adjunct Publication), 2013)

Dog's life: wearable activity recognition for dogs. - Cassim Ladha; Nils Y. Hammerla; Emma Hughes; Patrick Olivier; Thomas Ploetz (UbiComp, 2013)

ClimbAX: skill assessment for climbing enthusiasts. - Cassim Ladha; Nils Y. Hammerla; Patrick Olivier; Thomas Plötz (UbiComp, 2013)

On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution. - Nils Y. Hammerla; Reuben Kirkham; Peter Andras 001; Thomas Ploetz (ISWC, 2013)

The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices. - Matthias Kranz; Andreas Möller; Nils Y. Hammerla; Stefan Diewald; Thomas Plötz; Patrick Olivier; Luis Roalter (Pervasive Mob. Comput., 2013)

Automated surgical OSATS prediction from videos. - Yachna Sharma; Thomas Plötz; Nils Y. Hammerla; Sebastian Mellor; Roisin McNaney; Patrick Olivier; Sandeep Deshmukh; Andrew McCaskie; Irfan A. Essa (ISBI, 2014)

Using unlabeled data in a sparse-coding framework for human activity recognition. - Sourav Bhattacharya; Petteri Nurmi; Nils Y. Hammerla; Thomas Plötz (Pervasive Mob. Comput., 2014)

PD Disease State Assessment in Naturalistic Environments Using Deep Learning. - Nils Yannick Hammerla; James Fisher; Peter Andras 001; Lynn Rochester; Richard Walker 005; Thomas Ploetz (AAAI, 2015)

CueS: cueing for upper limb rehabilitation in stroke. - Amey Holden; Roisin McNaney; Madeline Balaam; Robin J. Thompson; Nils Y. Hammerla; Thomas Ploetz; Daniel Jackson 002; Christopher Price; Lianne Brkic; Patrick Olivier (BCS HCI, 2015)

Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition. - Nils Y. Hammerla; Thomas Plötz (UbiComp, 2015)

Diri - the actuated helium balloon: a study of autonomous behaviour in interfaces. - Diana Nowacka; Nils Y. Hammerla; Chris Elsden; Thomas Plötz; David S. Kirk (UbiComp, 2015)

How did I do?: Automatic Skill Assessment from Activity Data. - Aftab Khan 001; Eugen Berlin; Sebastian Mellor; Robin J. Thompson; Nils Y. Hammerla; Roisin McNaney; Patrick Olivier; Thomas Plötz (GetMobile Mob. Comput. Commun., 2015)

Activity recognition in naturalistic environments using body-worn sensors. - Nils Yannick Hammerla (2015)

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 001; Patrick Olivier (CHI Extended Abstracts, 2016)

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 001; Patrick Olivier (CHI, 2016)

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 001; Patrick Olivier (CHI Extended Abstracts, 2016)

Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables. - Nils Y. Hammerla; Shane Halloran; Thomas Plötz (IJCAI, 2016)

Sorting out symptoms: design and evaluation of the 'babylon check' automated triage system. - Katherine Middleton; Mobasher Butt; Nils Y. Hammerla; Steven Hamblin; Karan Mehta 001; Ali Parsa (CoRR, 2016)

Optimising sampling rates for accelerometer-based human activity recognition. - Aftab Khan 001; Nils Y. Hammerla; Sebastian Mellor; Thomas Plötz (Pattern Recognit. Lett., 2016)

Offline bilingual word vectors, orthogonal transformations and the inverted softmax. - Samuel L. Smith; David H. P. Turban; Steven Hamblin; Nils Y. Hammerla (ICLR (Poster), 2017)

Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks. - Vitalii Zhelezniak; Dan Busbridge; April Shen; Samuel L. Smith; Nils Y. Hammerla (ICLR (Workshop), 2018)

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 001; Nils Y. Hammerla; Bernhard Kainz; Ben Glocker; Daniel Rueckert (CoRR, 2018)

Multilingual Factor Analysis. - Francisco Vargas 001; Kamen Brestnichki; Alex Papadopoulos-Korfiatis; Nils Hammerla (ACL (1), 2019)

Correlations between Word Vector Sets. - Vitalii Zhelezniak; April Shen; Daniel Busbridge; Aleksandar Savkov; Nils Hammerla (EMNLP/IJCNLP (1), 2019)

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 (Poster), 2019)

Model Comparison for Semantic Grouping. - Francisco Vargas 001; Kamen Brestnichki; Nils Hammerla (ICML, 2019)

Correlation Coefficients and Semantic Textual Similarity. - Vitalii Zhelezniak; Aleksandar Savkov; April Shen; Nils Y. Hammerla (NAACL-HLT (1), 2019)

Explaining Deep Learning Models with Constrained Adversarial Examples. - Jonathan Moore; Nils Hammerla; Chris Watkins (PRICAI (1), 2019)

Babylon Health's Medical Knowledge Graph: Why, What, and How. - Claudia Schulz 001; Damir Juric; Jetendr Shamdasani; Martin Coste; Szymon Wartak; Aleksandar Savkov; Nils Hammerla; Mohammad Khodadadi (SWAT4HCLS, 2019)

Relational Graph Attention Networks. - Dan Busbridge; Dane Sherburn; Pietro Cavallo; Nils Y. Hammerla (CoRR, 2019)

Neural Language Priors. - Joseph Enguehard; Dan Busbridge; Vitalii Zhelezniak; Nils Y. Hammerla (CoRR, 2019)

Estimating Mutual Information Between Dense Word Embeddings. - Vitalii Zhelezniak; Aleksandar Savkov; Nils Hammerla (ACL, 2020)

Biomedical Concept Relatedness - A large EHR-based benchmark. - Claudia Schulz 001; Josh Levy-Kramer; Camille Van Assel; Miklos Kepes; Nils Hammerla (COLING, 2020)

Neural Temporal Point Processes For Modelling Electronic Health Records. - Joseph Enguehard; Dan Busbridge; Adam Bozson; Claire Woodcock; Nils Hammerla (ML4H@NeurIPS, 2020)

Towards more patient friendly clinical notes through language models and ontologies. - Francesco Moramarco; Damir Juric; Aleksandar Savkov; Jack Flann; Maria Lehl; Tessa Grafen; Kristian Boda; Vitalii Zhelezniak; Sunir Gohil; Alex Papadopoulos-Korfiatis; Nils Hammerla (AMIA, 2021)

Graph Neural Networks for Link Prediction with Subgraph Sketching. - Benjamin Paul Chamberlain; Sergey Shirobokov; Emanuele Rossi; Fabrizio Frasca; Thomas Markovich; Nils Yannick Hammerla; Michael M. Bronstein; Max Hansmire (ICLR, 2023)

Causally-guided Regularization of Graph Attention Improves Generalizability. - Alexander P. Wu; Thomas Markovich; Bonnie Berger; Nils Yannick Hammerla; Rohit Singh 001 (Trans. Mach. Learn. Res., 2023)

Harnessing Preference Optimisation in Protein LMs for Hit Maturation in Cell Therapy. - Katarzyna Janocha; Annabel Ling; Alice Godson; Yulia Lampi; Simon Bornschein; Nils Y. Hammerla (CoRR, 2024)