Heli Koskimäki
Orcid: 0000-0003-2760-2071
According to our database1,
Heli Koskimäki
authored at least 40 papers
between 2007 and 2022.
Collaborative distances:
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Bibliography
2022
How Does Sleep Tracking Influence Your Life?: Experiences from a Longitudinal Field Study with a Wearable Ring.
Proc. ACM Hum. Comput. Interact., 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
2020
ACM Trans. Knowl. Discov. Data, 2020
2019
From User-independent to Personal Human Activity Recognition Models Exploiting the Sensors of a Smartphone.
CoRR, 2019
Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity.
Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, 2019
Following the heart: what does variation of resting heart rate tell about us as individuals and as a population.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
Importance of user inputs while using incremental learning to personalize human activity recognition models.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
OpenHAR: A Matlab Toolbox for Easy Access to Publicly Open Human Activity Data Sets - Introduction and Experimental Results.
Proceedings of the Human Activity Sensing - Corpus and Applications, 2019
2018
Sensors, 2018
Experiences with Publicly Open Human Activity Data Sets - Studying the Generalizability of the Recognition Models.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Getting More Out of Small Data Sets - Improving the Calibration Performance of Isotonic Regression by Generating More Data.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
How Do We Sleep: a Case Study of Sleep Duration and Quality Using Data from Oura Ring.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Proceedings of the 11th Mediterranean Conference on Information Systems, 2017
MyoGym: introducing an open gym data set for activity recognition collected using myo armband.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Computer game and wearable sensors based approach to promote physical activity for young men.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Early detection of migraine attacks based on wearable sensors: experiences of data collection using Empatica E4.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
2016
Personal models for eHealth - improving user-dependent human activity recognition models using noise injection.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
From User-independent to Personal Human Activity Recognition Models Using Smartphone Sensors.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Recognizing Unseen Gym Activities from Streaming Data - Accelerometer Vs. Electromyogram.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
Behavior modeling in industrial assembly lines using a wrist-worn inertial measurement unit.
J. Ambient Intell. Humaniz. Comput., 2013
2011
Improving the classification accuracy of streaming data using SAX similarity features.
Pattern Recognit. Lett., 2011
Semi-automatic Maintenance of Regression Models: an Application in the Steel Industry.
J. Comput. Inf. Technol., 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
2010
Recognizing user Interface Control Gestures from Acceleration Data using Time Series Templates.
Proceedings of the ICINCO 2010, 2010
2009
2008
Two-level clustering approach to training data instance selection: A case study for the steel industry.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Application of the Extended k nn Method to Resistance Spot Welding Process Identification and the Benefits of Process Information.
IEEE Trans. Ind. Electron., 2007
Detection of the need for a model update in steel manufacturing.
Proceedings of the ICINCO 2007, 2007