Heli Koskimäki
Heli Koskimäki
Senior Data Scientist, Oura Health
Verified email at ouraring.com
Title
Cited by
Cited by
Year
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
932009
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), 1-8, 2013
622013
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
352011
Personalizing human activity recognition models using incremental learning
P Siirtola, H Koskimäki, J Röning
arXiv preprint arXiv:1905.12628, 2019
272019
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
222017
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
212020
Recognizing gym exercises using acceleration data from wearable sensors
H Koskimäki, P Siirtola
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
192014
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
192005
Methods for classifying spot welding processes: A comparative study of performance
E Haapalainen, P Laurinen, H Junno, L Tuovinen, J Röning
International Conference on Industrial, Engineering and Other Applications …, 2005
182005
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
172017
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
152010
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
152008
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
152007
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), 1-10, 2019
142019
Accelerometer vs. electromyogram in activity recognition
H Koskimaki, P Siirtola
Ediciones Universidad de Salamanca (EspaÑa), 2016
132016
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
122018
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 (2), 187-194, 2013
122013
Studying the quality of resistance spot welding joints using bayesian networks
P Laurinen, H Junno, L Tuovinen, J Röning
Proceedings of artificial intelligence and applications, 705-711, 2004
122004
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
112018
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
112016
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Articles 1–20