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.
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Mobile devices
Engineering & Materials Science
User interfaces
Engineering & Materials Science
Accelerometers
Engineering & Materials Science
Mobile phones
Engineering & Materials Science
Smartphones
Engineering & Materials Science
Communication
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 2003 2019
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 journal › Article › Scientific › peer-review
Open Access
Personality
Students
Health
Self Care
Anxiety
4
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 journal › Article › Scientific › peer-review
Smartphones
Hidden Markov models
Detectors
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 proceeding › Chapter or book article › Professional
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 proceeding › Conference article in proceedings › Scientific › peer-review
Experiments
Detectors
Hidden Markov models
Industry
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 conference › Conference Abstract › Scientific › peer-review
Communication
Product development
Standardization