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Jani Mäntyjärvi

vtt technical research centre of finland

32H-index
102Paper Count
5.1KCitation Count
Published Papers 8
Publication Date
Data-constrained personalization of cognitive state detection with feature-based and foundation models
err2026-05-04
err0
errOAAI
errJaakko Tervonen; Elvio Gilberto Amparore; Marco Botta; Johanna Närväinen; Kati Pettersson; Jani Mäntyjärvi
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Positive affect state is a good predictor of movement and stress: combining data from ESM/EMA, mobile HRV measurements and trait questionnaires
errHELIYON
IF3.6
err2021-02-01
err17
errOAAI
errMaattanen, Ilmari; Henttonen, Pentti; Valiaho, Julius; Palomaki, Jussi; Thibault, Maisa; Kallio, Johanna; Mantyjarvi, Jani; Harviainen, Tatu; Jokela, Markus
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Personalized mental stress detection with self-organizing map: From laboratory to the field
err2020-09-01
err20
PREAI
errTervonen, Jaakko; Puttonen, Sampsa; Sillanpaa, Mikko J.; Hopsu, Leila; Homorodi, Zsolt; Keranen, Janne; Pajukanta, Janne; Tolonen, Antti; Lamsa, Arttu; Mantyjarvi, Jani
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Boosting Business With Machine Learning-Based Automated Visual Data Processing: Results of Finnish Company Interviews
err2020-01-01
err1
errOAAI
errPalviainen, Marko; Harviainen, Tatu; Lopez, Miguel Bordallo; Mantyjarvi, Jani
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Accelerometry-Based Berg Balance Scale Score Estimation
err2014-07-01
err26
PREAI
errSimila, Heidi; Mantyjarvi, Jani; Merilahti, Juho; Lindholm, Mikko; Ermes, Miikka
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Automatic feature selection for context recognition in mobile devices
err2010-04-01
err34
PREAI
errKononen, Ville; Mantyjarvi, Jani; Simila, Heidi; Parkka, Juha; Ermes, Miikka
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