Jaakko Tervonen

14 papers C 2Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments.
ACM Trans. Comput. Heal.
Johanna Kallio, Elena Vildjiounaite, Jaakko Tervonen, Miguel Bordallo López
2024 J jnl
Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation.
Frontiers Virtual Real.
Kati Pettersson, Jaakko Tervonen, J. Heininen, Jani Mäntyjärvi
2024 — conf
Personalized multiclass stress and cognitive load detection.
DS (LB)
Jaakko Tervonen
2023 — conf
Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments.
UbiComp/ISWC Adjunct
Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2023 — conf
Baseline User Calibration for Cold-Start Model Personalization in Mental State Estimation.
PervasiveHealth
Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi
2023 — conf
Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration.
UbiComp/ISWC Adjunct
Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi
2023 — conf
Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture.
BHI
Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2023 — conf
Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types.
ACM Great Lakes Symposium on VLSI
Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2022 C conf
Video2IMU: Realistic IMU features and signals from videos.
BSN
Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López
2022 J jnl
Video2IMU: Realistic IMU features and signals from videos.
CoRR
Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López
2021 — conf
In Search of Harmful Stress.
UbiComp/ISWC Adjunct
Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson
2021 — conf
Predicting Headline Effectiveness in Online News Media using Transfer Learning with BERT.
DeLTA
Jaakko Tervonen, Tuomas Sormunen, Arttu Lämsä, Johannes Peltola, Heidi Kananen, Sari Järvinen
2020 J jnl
Personalized mental stress detection with self-organizing map: From laboratory to the field.
Comput. Biol. Medicine
Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi
2020 C conf
Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation.
BIBE
Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi