Jani Mäntyjärvi

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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.

  • 14 Similar Profiles
Mobile devices Engineering & Materials Science
User interfaces Engineering & Materials Science
Accelerometers Engineering & Materials Science
Mobile phones Engineering & Materials Science
Communication Engineering & Materials Science
Smartphones Engineering & Materials Science
Cooking Engineering & Materials Science
Gesture recognition Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2000 2019

1 Citation (Scopus)

Influence of Personality and Differences in Stress Processing Among Finnish Students on Interest to Use a Mobile Stress Management App: Survey Study

Ervasti, M., Kallio, J., Määttänen, I., Mäntyjärvi, J. & Jokela, M., 1 May 2019, In : JMIR Mental Health. 6, 5, e10039.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Self Care
6 Citations (Scopus)

Unobtrusive stress detection on the basis of smartphone usage data

Vildjiounaite, E., Kallio, J., Kyllönen, V., Nieminen, M., Määttänen, I., Lindholm, M., Mäntyjärvi, J. & Gimel'farb, G., 17 Jan 2018, In : Personal and Ubiquitous Computing. 22, 4, p. 671-688 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Hidden Markov models
Supervised learning
Medical problems

Towards User-Driven Cyber-Physical Systems-Strategies to Support User Intervention in Provisioning of Information and Capabilities of Cyber-Physical Systems

Palviainen, M., Mäntyjärvi, J., Ronkainen, J. & Tuomikoski, M., 2017, Industrial Internet of Things: Cybermanufacturing Systems. Springer, p. 575-593 (Springer Series in Wireless Technology).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Cyber Physical System
6 Citations (Scopus)

Unsupervised stress detection algorithm and experiments with real life data

Vildjiounaite, E., Kallio, J., Mäntyjärvi, J., Kyllönen, V., Lindholm, M. & Gimel'farb, G., 1 Jan 2017, Progress in Artificial Intelligence. Vale, Z., Oliveira, E., Gama, J. & Lopes Cardoso, H. (eds.). Springer, p. 95-107 13 p. (Lecture Notes in Computer Science, Vol. 10423 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Hidden Markov models

V2X Communication Enabling New Service Concepts

Tarkiainen, M., Mäntyjärvi, J., Ronkainen, J., Palviainen, M., Doken, S. & Kaur, S., 2017. 8 p.

Research output: Contribution to conferenceConference AbstractScientificpeer-review

Product development