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
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 journal › Article › Scientific › peer-review
Open Access
Personality
Students
Health
Self Care
Anxiety
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 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