Research output per year
Research output per year
Research output
- 17 results
Search results
-
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
-
Changes In PVT Reaction Time During One Night Of Sleep Deprivation
Pettersson, K., 14 Feb 2024.Research output: Contribution to conference › Conference Abstract › Scientific › peer-review
-
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)27 Downloads (Pure) -
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) -
Explainable stress type classification captures physiologically relevant responses in the Maastricht Acute Stress Test
Tervonen, J. (Corresponding Author), Närväinen, J., Mäntyjärvi, J. & Pettersson, K., 5 Dec 2023, In: Frontiers in Neuroergonomics. 4, 1294286.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)32 Downloads (Pure) -
Exploring driving simulator data classification base on eye metrics
Rudakov, E., Pettersson, K., Cowley, B. & Mäntyjärvi, J., 6 Jun 2023, Mind and Matter: Conversations Across Disciplines: Programme and Abstracts. University of HelsinkiResearch output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Professional
-
Link between flow and performance updated with physiological markers
Rudakov, E., Lappi, O., Pettersson, K., Mäntyjärvi, J. & Cowley, B., 2023.Research output: Contribution to conference › Conference Poster › Scientific › peer-review
Open Access -
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
-
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) -
2022
Eye movement behavior in a real-world virtual reality task reveals ADHD in children
Merzon, L. (Corresponding Author), Pettersson, K., Aronen, E. T., Huhdanpää, H., Seesjärvi, E., Henriksson, L., MacInnes, W. J., Mannerkoski, M., Macaluso, E. & Salmi, J., 24 Nov 2022, In: Scientific Reports. 12, 1, 20308.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access16 Citations (Scopus) -
Sensory Appeal and Routines Beat Health Messages and Visibility Enhancements: Mixed-Methods Analysis of a Choice-Architecture Intervention in a Workplace Cafeteria
Rantala, E. (Corresponding Author), Järvelä-Reijonen, E., Pettersson, K., Laine, J., Vartiainen, P., Närväinen, J., Pihlajamäki, J., Poutanen, K., Absetz, P. & Karhunen, L., 10 Sept 2022, In: Nutrients. 14, 18, 3731.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)75 Downloads (Pure) -
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) -
Ultra-Short Window Length and Feature Importance Analysis for Cognitive Load Detection from Wearable Sensors
Tervonen, J. (Corresponding Author), Pettersson, K. & Mäntyjärvi, J., 1 Mar 2021, In: Electronics. 10, 5, p. 1-19 19 p., 613.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile21 Citations (Scopus)144 Downloads (Pure) -
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)