Publikatsioonid

Application of the LSTM models for Baltic Sea wave spectra estimation
Väljaanne: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Autorid: Simon, Martin; Rikka, Sander; Nõmm, Sven; Alari, Victor
Aasta: 2023
A light-weight CNN model for efficient Parkinson’s disease diagnostics
Väljaanne: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems, 22-24 June 2023, L’Aquila, Italy, Proceedings
Autorid: Wang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Nõmm, Sven; Ruzhansky, Michael
Aasta: 2023
Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests
Väljaanne: International Journal of Medical Informatics
Autorid: Valla, Elli; Toose, Ain-Joonas; Nõmm, Sven; Toomela, Aaro
Aasta: 2023
Deep learning based segmentation of Luria’s alternating series test to support diagnostics of Parkinson’s disease
Väljaanne: 2023 International Conference on Machine Learning and Applications (ICMLA)
Autorid: Valla, Elli; Laur, Henry; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, Aaro
Aasta: 2023
Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)
Väljaanne: Proceedings 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023, 15–17 December 2023, Jacksonville Riverfront, Florida
Autorid: Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin
Aasta: 2023