Influence of Personality and Differences in Stress Processing Among Finnish Students on Interest to Use a Mobile Stress Management App: Survey Study
Ervasti, Mari, Kallio, Johanna, Määttänen, Ilmari, Mäntyjärvi, Jani, Jokela, Markus
Published in JMIR mental health (13.05.2019)
Published in JMIR mental health (13.05.2019)
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Journal Article
Unobtrusive stress detection on the basis of smartphone usage data
Vildjiounaite, Elena, Kallio, Johanna, Kyllönen, Vesa, Nieminen, Mikko, Määttänen, Ilmari, Lindholm, Mikko, Mäntyjärvi, Jani, Gimel’farb, Georgy
Published in Personal and ubiquitous computing (01.08.2018)
Published in Personal and ubiquitous computing (01.08.2018)
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Journal Article
Personalized mental stress detection with self-organizing map: From laboratory to the field
Tervonen, Jaakko, Puttonen, Sampsa, Sillanpää, Mikko J., Hopsu, Leila, Homorodi, Zsolt, Keränen, Janne, Pajukanta, Janne, Tolonen, Antti, Lämsä, Arttu, Mäntyjärvi, Jani
Published in Computers in biology and medicine (01.09.2020)
Published in Computers in biology and medicine (01.09.2020)
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Journal Article
Accelerometry-Based Berg Balance Scale Score Estimation
Similä, Heidi, Mantyjarvi, Jani, Merilahti, Juho, Lindholm, Mikko, Ermes, Miikka
Published in IEEE journal of biomedical and health informatics (01.07.2014)
Published in IEEE journal of biomedical and health informatics (01.07.2014)
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Journal Article
Positive affect state is a good predictor of movement and stress: combining data from ESM/EMA, mobile HRV measurements and trait questionnaires
Määttänen, Ilmari, Henttonen, Pentti, Väliaho, Julius, Palomäki, Jussi, Thibault, Maisa, Kallio, Johanna, Mäntyjärvi, Jani, Harviainen, Tatu, Jokela, Markus
Published in Heliyon (01.02.2021)
Published in Heliyon (01.02.2021)
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Journal Article
Accelerometer-based gesture control for a design environment
Kela, Juha, Korpipää, Panu, Mäntyjärvi, Jani, Kallio, Sanna, Savino, Giuseppe, Jozzo, Luca, Marca, Sergio Di
Published in Personal and ubiquitous computing (01.08.2006)
Published in Personal and ubiquitous computing (01.08.2006)
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Journal Article
Unobtrusive Multimodal Biometrics for Ensuring Privacy and Information Security with Personal Devices
Vildjiounaite, Elena, Mäkelä, Satu-Marja, Lindholm, Mikko, Riihimäki, Reima, Kyllönen, Vesa, Mäntyjärvi, Jani, Ailisto, Heikki
Published in Lecture notes in computer science (2006)
Published in Lecture notes in computer science (2006)
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Book Chapter
Conference Proceeding
Automatic feature selection for context recognition in mobile devices
Könönen, Ville, Mäntyjärvi, Jani, Similä, Heidi, Pärkkä, Juha, Ermes, Miikka
Published in Pervasive and mobile computing (01.04.2010)
Published in Pervasive and mobile computing (01.04.2010)
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Journal Article
Customizing User Interaction in Smart Phones
Korpipaa, P., Malm, E.-J., Rantakokko, T., Kyllonen, V., Kela, J., Mantyjarvi, J., Hakkila, J., Kansala, I.
Published in IEEE pervasive computing (01.07.2006)
Published in IEEE pervasive computing (01.07.2006)
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Journal Article