Heli Koskimäki
Heli Koskimäki
Senior Data Scientist, Oura Health
Vahvistettu sähköpostiosoite verkkotunnuksessa ouraring.com
Nimike
Viittaukset
Viittaukset
Vuosi
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
852009
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
602013
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
232019
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
202017
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
172005
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
162017
Recognizing gym exercises using acceleration data from wearable sensors
H Koskimäki, P Siirtola
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
162014
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
142010
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
142007
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
122018
Accelerometer vs. electromyogram in activity recognition
H Koskimaki, P Siirtola
Ediciones Universidad de Salamanca (EspaÑa), 2016
122016
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
122008
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
112013
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
112004
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
102019
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
102016
Resistance Spot Welding Process Identification and Initialization Based on Self-Organizing Maps.
H Junno, P Laurinen, E Haapalainen, L Tuovinen, J Röning, D Zettel, ...
ICINCO (1), 296-299, 2004
102004
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
92018
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Artikkelit 1–20