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2020 – today
- 2023
[j5]Alexander P. Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh:
Causally-guided Regularization of Graph Attention Improves Generalizability. Trans. Mach. Learn. Res. 2023 (2023)- [c35]Benjamin Paul Chamberlain, Sergey Shirobokov, Emanuele Rossi, Fabrizio Frasca, Thomas Markovich, Nils Yannick Hammerla, Michael M. Bronstein, Max Hansmire:
Graph Neural Networks for Link Prediction with Subgraph Sketching. ICLR 2023 - 2022
- [i19]Benjamin Paul Chamberlain, Sergey Shirobokov, Emanuele Rossi, Fabrizio Frasca, Thomas Markovich, Nils Hammerla, Michael M. Bronstein, Max Hansmire:
Graph Neural Networks for Link Prediction with Subgraph Sketching. CoRR abs/2209.15486 (2022) - [i18]Alexander P. Wu, Thomas Markovich, Bonnie Berger, Nils Hammerla, Rohit Singh
:
Causally-guided Regularization of Graph Attention Improves Generalizability. CoRR abs/2210.10946 (2022) - 2021
- [c34]Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Tessa Grafen, Kristian Boda, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla:
Towards more patient friendly clinical notes through language models and ontologies. AMIA 2021 - [i17]Francesco Moramarco, Damir Juric, Aleksandar Savkov, Jack Flann, Maria Lehl, Kristian Boda, Tessa Grafen, Vitalii Zhelezniak, Sunir Gohil, Alex Papadopoulos-Korfiatis, Nils Hammerla:
Towards more patient friendly clinical notes through language models and ontologies. CoRR abs/2112.12672 (2021) - 2020
- [c33]Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla:
Estimating Mutual Information Between Dense Word Embeddings. ACL 2020: 8361-8371 - [c32]Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla:
Biomedical Concept Relatedness - A large EHR-based benchmark. COLING 2020: 6565-6575 - [c31]Joseph Enguehard, Dan Busbridge, Adam Bozson, Claire Woodcock, Nils Hammerla:
Neural Temporal Point Processes For Modelling Electronic Health Records. ML4H@NeurIPS 2020: 85-113 - [i16]Joseph Enguehard, Dan Busbridge, Adam Bozson, Claire Woodcock, Nils Y. Hammerla:
Neural Temporal Point Processes For Modelling Electronic Health Records. CoRR abs/2007.13794 (2020) - [i15]Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla:
Biomedical Concept Relatedness - A large EHR-based benchmark. CoRR abs/2010.16218 (2020)
2010 – 2019
- 2019
- [c30]Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos-Korfiatis, Nils Hammerla:
Multilingual Factor Analysis. ACL (1) 2019: 1738-1750 - [c29]Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla:
Correlations between Word Vector Sets. EMNLP/IJCNLP (1) 2019: 77-87 - [c28]Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Francesco Moramarco, Jack Flann, Nils Y. Hammerla:
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors. ICLR (Poster) 2019 - [c27]Francisco Vargas, Kamen Brestnichki, Nils Hammerla:
Model Comparison for Semantic Grouping. ICML 2019: 6410-6417 - [c26]Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Y. Hammerla:
Correlation Coefficients and Semantic Textual Similarity. NAACL-HLT (1) 2019: 951-962 - [c25]Jonathan Moore, Nils Hammerla, Chris Watkins:
Explaining Deep Learning Models with Constrained Adversarial Examples. PRICAI (1) 2019: 43-56 - [c24]Claudia Schulz, Damir Juric, Jetendr Shamdasani, Martin Coste, Szymon Wartak, Aleksandar Savkov, Nils Hammerla, Mohammad Khodadadi:
Babylon Health's Medical Knowledge Graph: Why, What, and How. SWAT4HCLS 2019: 135-136 - [i14]Dan Busbridge, Dane Sherburn, Pietro Cavallo, Nils Y. Hammerla:
Relational Graph Attention Networks. CoRR abs/1904.05811 (2019) - [i13]Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Francesco Moramarco, Jack Flann, Nils Y. Hammerla:
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors. CoRR abs/1904.13264 (2019) - [i12]Francisco Vargas, Kamen Brestnichki, Nils Hammerla:
Model Comparison for Semantic Grouping. CoRR abs/1904.13323 (2019) - [i11]Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos-Korfiatis, Nils Hammerla:
Multilingual Factor Analysis. CoRR abs/1905.05547 (2019) - [i10]Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Y. Hammerla:
Correlation Coefficients and Semantic Textual Similarity. CoRR abs/1905.07790 (2019) - [i9]Jonathan Moore, Nils Hammerla, Chris Watkins:
Explaining Deep Learning Models with Constrained Adversarial Examples. CoRR abs/1906.10671 (2019) - [i8]Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Y. Hammerla:
Correlations between Word Vector Sets. CoRR abs/1910.02902 (2019) - [i7]Joseph Enguehard, Dan Busbridge, Vitalii Zhelezniak, Nils Y. Hammerla:
Neural Language Priors. CoRR abs/1910.03492 (2019) - 2018
- [c23]Vitalii Zhelezniak, Dan Busbridge, April Shen, Samuel L. Smith, Nils Y. Hammerla:
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks. ICLR (Workshop) 2018 - [i6]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:
Attention U-Net: Learning Where to Look for the Pancreas. CoRR abs/1804.03999 (2018) - [i5]Vitalii Zhelezniak, Dan Busbridge, April Shen, Samuel L. Smith, Nils Y. Hammerla:
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks. CoRR abs/1805.03435 (2018) - 2017
- [c22]Samuel L. Smith, David H. P. Turban, Steven Hamblin, Nils Y. Hammerla:
Offline bilingual word vectors, orthogonal transformations and the inverted softmax. ICLR (Poster) 2017 - [i4]Samuel L. Smith, David H. P. Turban, Steven Hamblin, Nils Y. Hammerla:
Offline bilingual word vectors, orthogonal transformations and the inverted softmax. CoRR abs/1702.03859 (2017) - 2016
- [j4]Aftab Khan, Nils Y. Hammerla, Sebastian Mellor, Thomas Plötz:
Optimising sampling rates for accelerometer-based human activity recognition. Pattern Recognit. Lett. 73: 33-40 (2016) - [c21]Gerard Wilkinson, David Philip Green, Gavin Wood, Ahmed Kharrufa, Jonathan Hook, Bradley Pursglove, Hendrik Haeuser, Nils Y. Hammerla, Steve Hodges, Patrick Olivier:
Video Showcase: Using Expressy to Showcase Expressiveness in Touch-based Interactions. CHI Extended Abstracts 2016: 11 - [c20]Gerard Wilkinson, Ahmed Kharrufa, Jonathan Hook, Bradley Pursglove, Gavin Wood, Hendrik Haeuser, Nils Y. Hammerla, Steve Hodges, Patrick Olivier:
Expressy: Using a Wrist-worn Inertial Measurement Unit to Add Expressiveness to Touch-based Interactions. CHI 2016: 2832-2844 - [c19]Gerard Wilkinson, Gavin Wood, Jonathan Hook, Thomas Nappey, Ahmed Kharrufa, Bradley Pursglove, Hendrik Haeuser, Nils Y. Hammerla, Steve Hodges, Patrick Olivier:
Interactivity: Using Expressy to Demonstrate Expressiveness in Touch-based Interactions. CHI Extended Abstracts 2016: 3800-3803 - [c18]Nils Y. Hammerla, Shane Halloran, Thomas Plötz:
Deep, Convolutional, and Recurrent Models for Human Activity Recognition Using Wearables. IJCAI 2016: 1533-1540 - [i3]Nils Y. Hammerla, Shane Halloran, Thomas Ploetz:
Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables. CoRR abs/1604.08880 (2016) - [i2]Katherine Middleton, Mobasher Butt, Nils Y. Hammerla, Steven Hamblin, Karan Mehta, Ali Parsa:
Sorting out symptoms: design and evaluation of the 'babylon check' automated triage system. CoRR abs/1606.02041 (2016) - 2015
- [b1]Nils Yannick Hammerla:
Activity recognition in naturalistic environments using body-worn sensors. Newcastle University, Newcastle upon Tyne, UK, 2015 - [j3]Aftab Khan, Eugen Berlin, Sebastian Mellor, Robin J. Thompson, Nils Y. Hammerla, Roisin McNaney, Patrick Olivier, Thomas Plötz:
How did I do?: Automatic Skill Assessment from Activity Data. GetMobile Mob. Comput. Commun. 19(4): 18-22 (2015) - [c17]Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz:
PD Disease State Assessment in Naturalistic Environments Using Deep Learning. AAAI 2015: 1742-1748 - [c16]Amey Holden, Roisin McNaney, Madeline Balaam, Robin J. Thompson, Nils Y. Hammerla, Thomas Ploetz, Daniel Jackson, Christopher Price, Lianne Brkic, Patrick Olivier:
CueS: cueing for upper limb rehabilitation in stroke. BCS HCI 2015: 18-25 - [c15]Diana Nowacka, Nils Y. Hammerla, Chris Elsden, Thomas Plötz, David S. Kirk:
Diri - the actuated helium balloon: a study of autonomous behaviour in interfaces. UbiComp 2015: 349-360 - [c14]Nils Y. Hammerla, Thomas Plötz:
Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition. UbiComp 2015: 1041-1051 - 2014
- [j2]Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz:
Using unlabeled data in a sparse-coding framework for human activity recognition. Pervasive Mob. Comput. 15: 242-262 (2014) - [c13]Yachna Sharma, Thomas Plötz, Nils Y. Hammerla, Sebastian Mellor, Roisin McNaney, Patrick Olivier, Sandeep Deshmukh, Andrew McCaskie, Irfan A. Essa:
Automated surgical OSATS prediction from videos. ISBI 2014: 461-464 - 2013
- [j1]Matthias Kranz, Andreas Möller, Nils Y. Hammerla, Stefan Diewald, Thomas Plötz, Patrick Olivier, Luis Roalter:
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices. Pervasive Mob. Comput. 9(2): 203-215 (2013) - [c12]Diana Nowacka, Karim Ladha, Nils Y. Hammerla, Daniel Jackson, Cassim Ladha, Enrico Rukzio, Patrick Olivier:
Touchbugs: actuated tangibles on multi-touch tables. CHI 2013: 759-762 - [c11]Cassim Ladha, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz:
ClimbAX: skill assessment for climbing enthusiasts. UbiComp 2013: 235-244 - [c10]Cassim Ladha, Nils Y. Hammerla, Emma Hughes, Patrick Olivier, Thomas Ploetz:
Dog's life: wearable activity recognition for dogs. UbiComp 2013: 415-418 - [c9]Reuben Kirkham, Aftab Khan, Sourav Bhattacharya, Nils Y. Hammerla, Sebastian Mellor, Daniel Roggen, Thomas Ploetz:
Automatic correction of annotation boundaries in activity datasets by class separation maximization. UbiComp (Adjunct Publication) 2013: 673-678 - [c8]Nils Y. Hammerla, Reuben Kirkham, Peter Andras, Thomas Ploetz:
On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution. ISWC 2013: 65-68 - [i1]Sourav Bhattacharya, Petteri Nurmi, Nils Y. Hammerla, Thomas Plötz:
Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition. CoRR abs/1312.6995 (2013) - 2012
- [c7]Thomas Plötz, Nils Y. Hammerla, Agata Rozga, Andrea Reavis, Nathan A. Call, Gregory D. Abowd:
Automatic assessment of problem behavior in individuals with developmental disabilities. UbiComp 2012: 391-400 - [c6]Su-Yang Yu, Nils Y. Hammerla, Jeff Yan, Peter Andras:
Aimbot Detection in Online FPS Games Using a Heuristic Method Based on Distribution Comparison Matrix. ICONIP (5) 2012: 654-661 - [c5]Su-Yang Yu, Nils Y. Hammerla, Jeff Yan, Peter Andras:
A statistical aimbot detection method for online FPS games. IJCNN 2012: 1-8 - [c4]Thomas Plötz, Chen Chen, Nils Y. Hammerla, Gregory D. Abowd:
Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation - A Practical Approach. ISWC 2012: 100-103 - [c3]Andreas Möller, Luis Roalter, Stefan Diewald, Johannes Scherr, Matthias Kranz, Nils Y. Hammerla, Patrick Olivier, Thomas Plötz:
GymSkill: A personal trainer for physical exercises. PerCom 2012: 213-220 - 2011
- [c2]Roisin McNaney, Stephen Lindsay, Karim Ladha, Cassim Ladha, Guy Schofield, Thomas Plötz, Nils Y. Hammerla, Daniel Jackson, Richard Walker, Nick Miller, Patrick Olivier:
Cueing for drooling in Parkinson's disease. CHI 2011: 619-622 - [c1]Thomas Plötz, Nils Y. Hammerla, Patrick Olivier:
Feature Learning for Activity Recognition in Ubiquitous Computing. IJCAI 2011: 1729-1734
Coauthor Index
aka: Thomas Ploetz
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