Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations T Le Nguyen, S Gsponer, I Ilie, M O’reilly, G Ifrim Data mining and knowledge discovery 33, 1183-1222, 2019 | 154* | 2019 |
Time series classification by sequence learning in all-subsequence space T Le Nguyen, S Gsponer, G Ifrim 2017 IEEE 33rd international conference on data engineering (ICDE), 947-958, 2017 | 66 | 2017 |
An examination of the state-of-the-art for multivariate time series classification B Dhariyal, T Le Nguyen, S Gsponer, G Ifrim 2020 International conference on data mining workshops (ICDMW), 243-250, 2020 | 21 | 2020 |
SARS-CoV-2 vaccine alpha and delta variant breakthrough infections are rare and mild but can happen relatively early after vaccination JK Peter, F Wegner, S Gsponer, F Helfenstein, T Roloff, R Tarnutzer, ... Microorganisms 10 (5), 857, 2022 | 12 | 2022 |
Efficient sequence regression by learning linear models in all-subsequence space S Gsponer, B Smyth, G Ifrim Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017 | 7 | 2017 |
Background knowledge injection for interpretable sequence classification S Gsponer, L Costabello, CL Van, S Pai, C Gueret, G Ifrim, F Lecue arXiv preprint arXiv:2006.14248, 2020 | 2 | 2020 |
SARS-CoV-2 in schools: genome analysis shows that concurrent cases in the second and third wave were often unconnected M Stange, E Wuerfel, JK Peter, H Seth-Smith, T Roloff, S Gsponer, A Mari, ... medRxiv, 2022.01. 26.22269824, 2022 | 1 | 2022 |