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2020 – today
- 2023
[c8]Rajdeep Kumar Nath, Jaakko Tervonen
, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi:
Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture. BHI 2023: 1-4- [c7]Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi:
Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types. ACM Great Lakes Symposium on VLSI 2023: 85-90 - [c6]Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi:
Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration. UbiComp/ISWC Adjunct 2023: 417-422 - [c5]Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi:
Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments. UbiComp/ISWC Adjunct 2023: 642-647 - 2022
- [c4]Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López:
Video2IMU: Realistic IMU features and signals from videos. BSN 2022: 1-5 - [i1]Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López:
Video2IMU: Realistic IMU features and signals from videos. CoRR abs/2202.06547 (2022) - 2021
- [c3]Jaakko Tervonen, Tuomas Sormunen, Arttu Lämsä, Johannes Peltola, Heidi Kananen, Sari Järvinen:
Predicting Headline Effectiveness in Online News Media using Transfer Learning with BERT. DeLTA 2021: 29-37 - [c2]Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson:
In Search of Harmful Stress. UbiComp/ISWC Adjunct 2021: 215-217 - 2020
- [j1]Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi:
Personalized mental stress detection with self-organizing map: From laboratory to the field. Comput. Biol. Medicine 124: 103935 (2020) - [c1]Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi:
Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation. BIBE 2020: 683-690
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