Personal profile
Education/Academic qualification
Mathematics and statistics, Master, University of Oulu
2017 → 2019
Award Date: 23 May 2019
Mathematics and statistics, Bachelor, University of Oulu
2014 → 2017
Award Date: 18 May 2017
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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BREYENGRAPH: Eye sensing based AD monitoring for everyday life
Mäntyjärvi, J. (Manager), Pettersson, K. (Participant) & Tervonen, J. (Participant)
1/09/25 → 31/12/29
Project: Research Council of Finland
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AWARE: Human Augmentation through Aware Extended Reality
Pettersson, K. (Manager), Tervonen, J. (Participant), Mäntyjärvi, J. (Participant), Heininen, J. (Participant) & Rytky, M. (Participant)
1/09/23 → 31/08/27
Project: Research Council of Finland
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A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments
Kallio, J., Vildjiounaite, E., Tervonen, J. & Bordallo López, M., Jul 2025, In: ACM Transactions on Computing for Healthcare. 6, 3, p. 1-31 36.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Personalized multiclass stress and cognitive load detection
Tervonen, J., 23 Feb 2025, Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024). CEUR-WS, 5 p. (CEUR Workshop Proceedings, Vol. 3928).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Baseline user calibration for cold-start model personalization in mental state estimation
Tervonen, J., Nath, R., Pettersson, K., Närväinen, J. & Mäntyjärvi, J., Jun 2024, Pervasive Computing Technologies for Healthcare. PH 2023.. Springer, p. 34-48 (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 572).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation
Pettersson, K., Tervonen, J., Heininen, J. & Mäntyjärvi, J., 20 Sept 2024, In: Frontiers in Virtual Reality. 5, 1423756.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)83 Downloads (Pure) -
Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments
Nath, R. K., Tervonen, J., Närväinen, J., Pettersson, K. & Mäntyjärvi, J., 8 Oct 2023, Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, UbiComp/ISWC ’23. Association for Computing Machinery ACM, p. 642-647 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access4 Link opens in a new tab Citations (Scopus)
Datasets
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SCOTT IAQ Dataset
Räsänen, P. (Creator), Koivusaari, J. (Creator), Kallio, J. (Creator), Rehu, J. (Creator), Ronkainen, J. (Creator), Tervonen, J. (Creator) & Peltola, J. (Supervisor), Zenodo, 25 Oct 2020
Dataset
Prizes
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Monitoring cognitive load
Tervonen, J. (Recipient), Pettersson, K. (Recipient) & Mäntyjärvi, J. (Recipient), 12 Sept 2020
Prize: Prize for a work
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