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Pekka Siirtola

StressNAS: Affect State and Stress Detection Using Neural Architecture Search



Lam Huynh , Tri Nguyen , Thu Nguyen , Susanna Pirttikangas , Pekka Siirtola

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* 5 pages, 2 figures 
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Personalizing human activity recognition models using incremental learning



Pekka Siirtola , Heli Koskimäki , Juha Röning

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* 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2018, April 25-27, 627-632 
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From User-independent to Personal Human Activity Recognition Models Exploiting the Sensors of a Smartphone



Pekka Siirtola , Heli Koskimäki , Juha Röning

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* From User-independent to Personal Human Activity Recognition Models Exploiting the Sensors of a Smartphone, European Symposium on Artificial Neural Networks, Compu-tational Intelligence and Machine Learning, ESANN 2016., Bruges, Belgium 27-29 April 2016, 471--476 
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Effect of context in swipe gesture-based continuous authentication on smartphones



Pekka Siirtola , Jukka Komulainen , Vili Kellokumpu

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* European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2018, pages 639-644 
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Importance of user inputs while using incremental learning to personalize human activity recognition models



Pekka Siirtola , Heli Koskimäki , Juha Röning

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* European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2019, pages 449-454 
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