Research output per year
Research output per year
Fingerprint
Dive into the research topics where Jani Mäntyjärvi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 12 Similar Profiles
Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
Research output
-
Positive affect state is a good predictor of movement and stress: Combining data from ESM/EMA, mobile HRV measurements and trait questionnaires
Määttänen, I., Henttonen, P., Väliaho, J., Palomäki, J., Thibault, M., Kallio, J., Mäntyjärvi, J., Harviainen, T. & Jokela, M., 25 Feb 2021, In: Heliyon. 7, 2, e06243.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
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)17 Downloads (Pure) -
Boosting Business with Machine Learning based Automated Visual Data Processing: Results of Finnish Company Interviews
Palviainen, M., Harviainen, T., Lopez, M. B. & Mäntyjärvi, J., 12 May 2020, In: IEEE Access. 8, p. 99171-99179 9 p., 9090889.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
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)
Prizes
-
Monitoring cognitive load
Tervonen, Jaakko (Recipient), Pettersson, Kati (Recipient) & Mäntyjärvi, Jani (Recipient), 12 Sep 2020
Prize: Prize for a work
File