Projects per year
Personal profile
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 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Jani Mäntyjärvi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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 AccessFile5 Downloads (Pure) -
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. K., Pettersson, K., Närväinen, J. & Mäntyjärvi, J., Jun 2024, Pervasive Computing Technologies for Healthcare. PH 2023.. Salvi, D., Van Gorp, P. & Shah, S. A. (eds.). Springer, p. 34-48 15 p. (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
1 Link opens in a new tab Citation (Scopus) -
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 AccessFile6 Link opens in a new tab Citations (Scopus)113 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 Access5 Link opens in a new tab Citations (Scopus)
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