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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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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HIPE: Human-technology interoperability and artificial emotional intelligence
Mäkelä, S.-M. (Manager), Järvinen, S. (Manager), Närväinen, J. (Participant) & Vita, J. (Participant)
1/05/22 → 30/04/25
Project: Business Finland project
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Assessment of skin pigmentation-related bias in pulse oximetry readings among adults
Khanna, A. K. (Corresponding Author), Beard, J., Lamminmäki, S., Närväinen, J., Antaki, N. & Yapici, H. O., Feb 2024, In: Journal of Clinical Monitoring and Computing. 38, 1, p. 113-120 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus) -
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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Investigation of different ML approaches in classification of emotions induced by acute stress
Sourkatti, H. (Corresponding Author), Pettersson, K., Van der sanden, B., Lindholm, M., Plomp, J., Määttänen, I., Henttonen, P. & Närväinen, J., 15 Jan 2024, In: Heliyon. 10, 1, e23611.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)21 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 Access1 Citation (Scopus) -
Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration
Tervonen, J., Nath, R. K., Pettersson, K., Närväinen, J. & 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. 417-422 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access1 Citation (Scopus)