| 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 | 133 | 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 | 79 | 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 | 77 | 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 | 49 | 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 | 46 | 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 | 41 | 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 | 32 | 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 | 22 | 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 |
Pekka SiirtolaPostdoctoral Researcher, Biomimetics and Intelligent Systems Group, University of Oulu在 oulu.fi 的电子邮件经过验证
