Activity recognition using a wrist-worn inertial measurement unit: A case study for industrial assembly lines H Koskimaki, V Huikari, P Siirtola, P Laurinen, J Roning
2009 17th mediterranean conference on control and automation, 401-405, 2009
145 2009 Feasible assessment of recovery and cardiovascular health: accuracy of nocturnal HR and HRV assessed via ring PPG in comparison to medical grade ECG H Kinnunen, A Rantanen, T Kenttä, H Koskimäki
Physiological measurement 41 (4), 04NT01, 2020
132 2020 Gamified physical activation of young men–a Multidisciplinary Population-Based Randomized Controlled Trial (MOPO study) R Ahola, R Pyky, T Jämsä, M Mäntysaari, H Koskimäki, TM Ikäheimo, ...
BMC public health 13, 1-8, 2013
77 2013 Nocturnal finger skin temperature in menstrual cycle tracking: ambulatory pilot study using a wearable Oura ring A Maijala, H Kinnunen, H Koskimäki, T Jämsä, M Kangas
BMC Women's Health 19, 1-10, 2019
74 2019 Personalizing human activity recognition models using incremental learning P Siirtola, H Koskimäki, J Röning
arXiv preprint arXiv:1905.12628, 2019
49 2019 Myogym: introducing an open gym data set for activity recognition collected using myo armband H Koskimäki, P Siirtola, J Röning
Proceedings of the 2017 ACM international joint conference on pervasive and …, 2017
47 2017 Early detection of migraine attacks based on wearable sensors: experiences of data collection using Empatica E4 H Koskimäki, H Mönttinen, P Siirtola, HL Huttunen, R Halonen, J Röning
Proceedings of the 2017 ACM International Joint Conference on Pervasive and …, 2017
45 2017 Using sleep time data from wearable sensors for early detection of migraine attacks P Siirtola, H Koskimäki, H Mönttinen, J Röning
Sensors 18 (5), 1374, 2018
42 2018 Improving the classification accuracy of streaming data using sax similarity features P Siirtola, H Koskimäki, V Huikari, P Laurinen, J Röning
Pattern Recognition Letters 32 (13), 1659-1668, 2011
38 2011 Recognizing gym exercises using acceleration data from wearable sensors H Koskimäki, P Siirtola
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
34 2014 How do we sleep: a case study of sleep duration and quality using data from oura ring H Koskimäki, H Kinnunen, T Kurppa, J Röning
Proceedings of the 2018 ACM international joint conference and 2018 …, 2018
30 2018 Behavior modeling in industrial assembly lines using a wrist-worn inertial measurement unit H Koskimäki, V Huikari, P Siirtola, J Röning
Journal of Ambient Intelligence and Humanized Computing 4, 187-194, 2013
22 2013 Two-level clustering approach to training data instance selection: a case study for the steel industry H Koskimaki, I Juutilainen, P Laurinen, J Roning
2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008
21 2008 Application of the Extended nn Method to Resistance Spot Welding Process Identification and the Benefits of Process Information HJ Koskimaki, P Laurinen, E Haapalainen, L Tuovinen, J Roning
IEEE Transactions on Industrial Electronics 54 (5), 2823-2830, 2007
21 2007 Methods for classifying spot welding processes: A comparative study of performance E Haapalainen, P Laurinen, H Junno, L Tuovinen, J Röning
Innovations in Applied Artificial Intelligence: 18th International …, 2005
20 2005 Accelerometer vs. electromyogram in activity recognition H Koskimaki, P Siirtola
Ediciones Universidad de Salamanca (EspaÑa), 2016
17 2016 User-independent activity recognition for industrial assembly lines-feature vs. instance selection V Huikari, H Koskimäki, P Siirtola, J Röning
5th International Conference on Pervasive Computing and Applications, 307-312, 2010
17 2010 Resistance spot welding process identification using an extended knn method H Junno, P Laurinen, E Haapalainen, L Tuovinen, J Roning
Proceedings of the IEEE International Symposium on Industrial Electronics …, 2005
17 2005 Openhar: A matlab toolbox for easy access to publicly open human activity data sets P Siirtola, H Koskimäki, J Röning
Proceedings of the 2018 ACM international joint conference and 2018 …, 2018
16 2018 Personal models for eHealth-improving user-dependent human activity recognition models using noise injection P Siirtola, H Koskimäki, J Röning
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2016
16 2016