Publications
, "Guest Editorial Special Section on Cloud Computing, Edge Computing, Internet of Things, and Big Data Analytics Applications for Healthcare Industry 4.0", IEEE Transactions on Industrial Informatics, IEEE Xplore, January 2019.
, "Attention-Based Adaptive Sampling for Continuous EMG-Data Streams", 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, IEEE, 2019.
, "Methods for monitoring the human circadian rhythm in free-living", PhD Thesis, opus4.kobv.de, 2019.
, "A Bayesian Approach to Rule Mining", arXiv.org, arxiv.org, 2019.
, "Data and Expert Models for Sleep Timing and Chronotype Estimation from Smartphone Context Data and Simulations", Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., ACM Digital Library, September 2018.
, "Estimating Running Performance Combining Non-invasive Physiological Measurements and Training Patterns in Free-Living", Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), IEEE, Jul 2018.
, "Free-living eating event spotting using EMG-monitoring eyeglasses", Proceedings of the 2018 IEEE EMBS International Conference on Biomedical Health Informatics (BHI '18), IEEE, March 2018.
, "A metric for upper extremity functional range of motion analysis in long-term stroke recovery using wearable motion sensors and posture cubics", Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN), IEEE Xplore, March 2018.
, "Saving energy on wrist-mounted inertial sensors by motion-adaptive duty-cycling in free-living", Proceedings of the 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN '18), IEEE, March 2018.
, "Regression-based, mistake-driven movement skill estimation in Nordic Walking using wearable inertial sensors", Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom), IEEE Xplore, March 2018.
, "How Wearable Computing Is Shaping Digital Health", IEEE Pervasive Computing, IEEE Xplore, January 2018.
, "Monitoring chewing and eating in free-living using smart eyeglasses", IEEE Journal of Biomedical and Health Informatics, IEEE Xplore, 2018.
, "Physical Activity Comparison Between Body Sides in Hemiparetic Patients Using Wearable Motion Sensors in Free-Living and Therapy: A Case Series", Frontiers in Bioengineering and Biotechnology, Frontiers, 2018.
, "Sparse Natural Gesture Spotting in Free Living to Monitor Drinking with Wrist-worn Inertial Sensors", Proceedings of the 2018 ACM International Symposium on Wearable Computers, ACM, 2018.
, "Mining Functional and Structural Relationships of Context Variables in Smart-Buildings", PhD Thesis, opus4.kobv.de, 2018.