Personal profile
Skills and expertise
- Eye movement research
- Psychophysiological measurements
- Cognitive state estimation
- Sleep deprivation
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- 1 Similar Profiles
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
Research output
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Data-constrained personalization of cognitive state detection with feature-based and foundation models
Tervonen, J., Amparore, E. G., Botta, M., Närväinen, J., Pettersson, K. & Mäntyjärvi, J., 1 Jun 2026, In: User Modelling and User-Adapted Interaction. 36, 2, 9.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
The effect of transcutaneous auricular vagus nerve stimulation on vigilance, cognition, and mood during military exercise with acute sleep deprivation
Passi, T., Närväinen, J., Lukander, K., Laarni, J., Lindholm, M., Pettersson, K., Mauno, S. & Pakarinen, S., 13 Apr 2026, In: Cognitive Research: Principles and Implications. 11, 1, 32.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Biosensing, Enhanced Senses and Experience Design for Augmented Humans
Häkkilä, J., Mäntyjärvi, J., Gong, Z., Müller, H., Pettersson, K., Colley, A., Raisamo, R., Kunze, K. & Schmidt, A., 29 Dec 2025, UbiComp Companion 2025 - Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Beigl, M., Jacucci, G., Sigg, S., Xiao, Y., Bardram, J. E., Tsiropoulou, E. E. & Xu, C. (eds.). Association for Computing Machinery ACM, p. 672-675 4 p.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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Changes in Oculomotor Behavior and PVT Reaction Time During One Night of Sleep Deprivation
Pettersson, K., Feick, N., Tyson, T., Cravalho, P., Stone, L. & Flynn-Evans, E., 14 Feb 2024. 1 p.Research output: Contribution to conference › Conference Poster › Scientific › peer-review
Open Access
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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Activities
- 1 Organising a conference, workshop, ...
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Biosensing, Enhanced Senses and Experience Design for Augmented Humans workshop at UbiComp / ISWC 2025
Häkkilä, J. (Chair), Mäntyjärvi, J. (Organiser), Gong, Z. (Organiser), Müller, H. (Organiser), Pettersson, K. (Organiser), Colley, A. (Organiser), Raisamo, R. (Organiser), Kunze, K. (Organiser) & Schmit, A. (Organiser)
13 Oct 2025Activity: Participating in or organising an event types › Organising a conference, workshop, ... › Organiser of workshop, panel, session