Estimation of Exercise Energy Expenditure Using a Wrist-Worn Accelerometer: A Linear Mixed Model Approach with Fixed-Effect Variable Selection. - Eija Haapalainen; Perttu Laurinen; Juha Röning; Hannu Kinnunen (ICMLA, 2008)

Exercise energy expenditure estimation based on acceleration data using the linear mixed model. - Eija Haapalainen; Perttu Laurinen; Pekka Siirtola; Juha Röning; Hannu Kinnunen; Heidi Jurvelin (IRI, 2008)

Clustering-based activity classification with a wrist-worn accelerometer using basic features. - Pekka Siirtola; Perttu Laurinen; Eija Haapalainen; Juha Röning; Hannu Kinnunen (CIDM, 2009)

Efficient accelerometer-based swimming exercise tracking. - Pekka Siirtola; Perttu Laurinen; Juha Röning; Hannu Kinnunen (CIDM, 2011)

The correlation of vectorcardiographic changes to blood lactate concentration during an exercise test. - Jukka Antero Lipponen; Valerie Gladwell; Hannu Kinnunen; Pasi A. Karjalainen; Mika P. Tarvainen (Biomed. Signal Process. Control., 2013)

How Do We Sleep: a Case Study of Sleep Duration and Quality Using Data from Oura Ring. - Heli Koskimäki; Hannu Kinnunen; Teemu Kurppa; Juha Röning (UbiComp/ISWC Adjunct, 2018)

Following the heart: what does variation of resting heart rate tell about us as individuals and as a population. - Heli Koskimäki; Hannu Kinnunen; Salla Rönkä; Benjamin L. Smarr (UbiComp/ISWC Adjunct, 2019)

The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring. - Marco Altini; Hannu Kinnunen (Sensors, 2021)