Research output per year
Research output per year
Search results
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2021
Forecasting office indoor CO2 concentration using machine learning with a one-year dataset
Kallio, J., Tervonen, J., Räsänen, P., Mäkynen, R., Koivusaari, J. & Peltola, J., Jan 2021, In: Building and Environment. 187, 107409.Research output: Contribution to journal › Article › Scientific › peer-review
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In Search of Harmful Stress
Tervonen, J., Närväinen, J., Mäntyjärvi, J. & Pettersson, K., 21 Sep 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 Access -
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 Access -
Ultra-Short Window Length and Feature Importance Analysis for Cognitive Load Detection from Wearable Sensors
Tervonen, J., 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 AccessFile1 Citation (Scopus)58 Downloads (Pure) -
2020
Personalized mental stress detection with self-organizing map: From laboratory to the field
Tervonen, J., Puttonen, S., Sillanpää, M. J., Hopsu, L., Homorodi, Z., Keränen, J., Pajukanta, J., Tolonen, A., Lämsä, A. & Mäntyjärvi, J., Sep 2020, In: Computers in Biology and Medicine. 124, 103935.Research output: Contribution to journal › Article › Scientific › peer-review
3 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
1 Citation (Scopus)