Research output per year
Research output per year
Research output
Search results
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2024
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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2023
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 Access2 Citations (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) -
Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture
Nath, R. K., Tervonen, J., Narvainen, J., Pettersson, K. & Mantyjarvi, J., 2023, 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI). IEEE Institute of Electrical and Electronic EngineersResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types
Nath, R. K., Tervonen, J., Närväinen, J., Pettersson, K. & Mäntyjärvi, J., 5 Jun 2023, GLSVLSI 2023 - Proceedings of the Great Lakes Symposium on VLSI 2023. Association for Computing Machinery ACM, p. 85-90Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access3 Citations (Scopus) -
2021
In Search of Harmful Stress
Tervonen, J., Närväinen, J., Mäntyjärvi, J. & Pettersson, K., 21 Sept 2021, UbiComp/ISWC 2021 - Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers. Association for Computing Machinery ACM, p. 215-217 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access2 Citations (Scopus) -
2020
Promoting soldier cognitive readiness for battle tank operations through bio-signal measurements
Laarni, J., Pakarinen, S., Bordi, M., Kallinen, K., Närväinen, J., Kortelainen, H., Lukander, K., Pettersson, K., Havola, J. & Pihlainen, K., 2020, Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2019 International Conference on Neuroergonomics and Cognitive Engineering, and the AHFE International Conference on Industrial Cognitive Ergonomics and Engineering Psychology, 2019. Ayaz, H. (ed.). Springer, p. 142-154 13 p. (Advances in Intelligent Systems and Computing, Vol. 953).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Citations (Scopus) -
Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation
Pettersson, K., Tervonen, J., Närväinen, J., Henttonen, P., Määttänen, I. & Mäntyjärvi, J., Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. IEEE Institute of Electrical and Electronic Engineers, p. 683-690 8 p. 9288104Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
13 Citations (Scopus) -
2019
Capturing attentional problems with smart eyewear
Pettersson, K., Müller, K., Sokka, L. & Pakarinen, S., 2019, UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery ACM, p. 643-646 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access1 Citation (Scopus)