Research output per year
Research output per year
- 15 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
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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) -
A microservices-based architecture for data and software management of heavy equipment digital twins
Zhidchenko, V., Startcev, E., Kortelainen, J., Zeb, A., Torvikoski, L., Torkabadi, S. & Handroos, H., 2023, 2023 IEEE 21st International Conference on Industrial Informatics, INDIN 2023. Dorksen, H., Scanzio, S., Jasperneite, J., Wisniewski, L., Man, K. F., Sauter, T., Seno, L., Trsek, H. & Vyatkin, V. (eds.). IEEE Institute of Electrical and Electronic Engineers, 8 p. (IEEE International Conference on Industrial Informatics (INDIN), Vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
3 Citations (Scopus) -
Associations Between Engagement with the BitHabit Digital Lifestyle Intervention and Changes in Type 2 Diabetes Risk Factors
Liedes, H., Mattila, E., Honka, A., Absetz, P., Aittola, K., Manninen, S., Lintu, N., Schwab, U., Eloranta, A. M., Umer, A., Tilles-Tirkkonen, T., Männikkö, R., Ruotsalainen, I., van Gils, M., Lindström, J., Lakka, T., Pihlajamäki, J. & Vuorinen, A.-L., 18 May 2023, Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press, p. 1009-1010 (Studies in Health Technology and Informatics; No. 302).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
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 Access2 Citations (Scopus) -
Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis
Delgado-Aranda, R., Dorantes-Méndez, G., Méndez, M. O., Bianchi, A. M. & Kortelainen, J., 2023, Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering. Trujillo-Romero, C. J., Gonzalez-Landaeta, R., Chapa-González, C., Dorantes-Méndez, G., Flores, D.-L., Flores Cuautle, J. J. A., Ortiz-Posadas, M. R., Salido Ruiz, R. A. & Zuñiga-Aguilar, E. (eds.). Springer, p. 324-331 (IFMBE Proceedings, Vol. 86).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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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 Access5 Citations (Scopus) -
2022
Fatigue and Sleep Assessment using Digital Sleep Trackers: Insights from a Multi-Device Pilot Study
Chen, L., Ma, X., Chatterjee, M., Kortelainen, J. M., Ahmaniemi, T., Maetzler, W., Wang, P. & Zhang, D., Jul 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. IEEE Institute of Electrical and Electronic Engineers, p. 1133-1136 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology, Vol. 44).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
10 Citations (Scopus) -
Video2IMU: Realistic IMU features and signals from videos
Lämsä, A., Tervonen, J., Liikka, J., Casado, C. A. & Bordallo Lopez, M., 1 Nov 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics and IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks: Proceedings. IEEE Institute of Electrical and Electronic Engineers, 5 p. (International Workshop on Wearable and Implantable Body Sensor Networks (BSN)).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Citations (Scopus) -
2021
Development of a Demonstrator System for Online Measurement of Soldier Cognitive Readiness in Field and in Simulator Environments
Närväinen, J., Laarni, J., Lukander, K., Rissanen, J., Havola, J., Inkilä, V. P., Pihlainen, K., Kallinen, K. & Pakarinen, S., 2021, Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology. Ayaz, H. & Asgher, U. (eds.). Springer, p. 156-163 (Advances in Intelligent Systems and Computing, Vol. 1201 AISC).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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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 Access3 Citations (Scopus) -
Predicting Headline Effectiveness in Online News Media using Transfer Learning with BERT
Tervonen, J., Sormunen, T., Lämsä, A., Peltola, J., Kananen, H. & Järvinen, S., Jul 2021, Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, DeLTA 2021: Proceedings of the 2nd International Conference on Deep Learning Theory and Applications. Fred, A., Sansone, C. & Madani, K. (eds.). SciTePress, Vol. 1. p. 29-37 9 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
16 Citations (Scopus)