Stylianos Paraschiakos
PhD candidate / guest
- Name
- S. Paraschiakos
- Telephone
- +31 71 527 8927
- s.paraschiakos@liacs.leidenuniv.nl
- ORCID iD
- 0000-0003-3473-3811
PhD candidate / guest
- Science
- Leiden Inst of Advanced Computer Science
- Hoevenaars D., Yocarini I.E., Paraschiakos S., Holla J.F.M., Groot S. de, Kraaij W. & Janssen T.W.J. (2022), Accuracy of heart rate measurement by the Fitbit Charge 2 during wheelchair activities in people with spinal cord injury: instrument validation study, JMIR Rehabilitation and Assistive Technologies 9(1): e27637.
- Paraschiakos S., Sá C.R. de, Okai J., Slagboom P.E., Beekman M. & Knobbe A.J. (2022), A recurrent neural network architecture to model physical activity energy expenditure in older people, Data Mining and Knowledge Discovery 36: 477.
- Paraschiakos S., Cachucho R.E., Moed M., Heemst D. van, Mooijaart S.P., Slagboom E.P., Knobbe A.J. & Beekman M. (2020), Activity recognition using wearable sensors for tracking the elderly, User Modeling and User-Adapted Interaction 30: 567-605.
- Okai J., Paraschiakos S., Beekman M., Knobbe A.J. & Rebelo de Sá C. (2019), Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks, 41st Annual international conference of the IEEE engineering in medicine and biology society (EMBC). 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'19) 23 July 2019 - 27 July 2019: IEEE. 2486-2491.
- De Gouveia da Costa Cachucho R.E., Paraschiakos S., Liu K., Burgh B. van der & Knobbe A.J. (2018), ClaRe: Classification and Regression Tool for Multivariate Time Series. Brefeld U., Curry E., Daly E., MacNamee B., Marascu A., Pinelli F., Berlingerio M. & Hurley N. (Eds.), Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part III. Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (ECML/PKDD) 10 September 2018 - 14 September 2018 no. Lecture Notes in Computer Science, volume 11053. Cham: Springer. 682-686.