Jaakko Tervonen

According to our database, Jaakko Tervonen authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments.

Johanna Kallio, Elena Vildjiounaite, Jaakko Tervonen, Miguel Bordallo López

ACM Trans. Comput. Heal., July, 2025

2024

Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation.

Kati Pettersson, Jaakko Tervonen, J. Heininen, Jani Mäntyjärvi

Frontiers Virtual Real., 2024

Personalized multiclass stress and cognitive load detection.

Jaakko Tervonen

Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), 2024

2023

Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration.

Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture.

Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Video2IMU: Realistic IMU features and signals from videos.

Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López

Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2021

In Search of Harmful Stress.

Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Predicting Headline Effectiveness in Online News Media using Transfer Learning with BERT.

Jaakko Tervonen, Tuomas Sormunen, Arttu Lämsä, Johannes Peltola, Heidi Kananen, Sari Järvinen

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

2020

Personalized mental stress detection with self-organizing map: From laboratory to the field.

Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi

Comput. Biol. Medicine, 2020

Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation.

Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020