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Shahania, Saijal and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Schlee, Winny and Spiliopoulou, Myra (2022) Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit. Frontiers in Neuroscience. ISSN 1662-453X
Prakash, Subash and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Langguth, Berthold and Schlee, Winfried and Spiliopoulou, Myra (2021) Interactive System for Similarity-Based Inspection and Assessment of the Well-Being of mHealth Users. Entropy : an international and interdisciplinary journal of entropy and information studies, 23 (12). p. 1695. ISSN 1099-4300
Unnikrishnan, Vishnu and Schleicher, Miro and Shah, Yash and Jamaludeen, Noor and Pryss, Rüdiger and Schobel, Johannes and Kraft, Robin and Schlee, Winfried and Spiliopoulou, Myra (2020) The Effect of Non-Personalised Tips on the Continued Use of Self-Monitoring mHealth Applications. Brain Sciences : Brain Sci, 10 (12). p. 924. ISSN 2076-3425
Pryss, Rüdiger and John, Dennis and Schlee, Winfried and Schlotz, Wolff and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra and Langguth, Berthold and Reichert, Manfred and P'Rourke, Teresa and Peters, Henning and Pieh, Christoph and Lahmann, Claas and Probst, Thomas (2019) Exploring the Time Trend of Stress Levels While Using the Crowdsensing Mobile Health Platform, TrackYourStress, and the Influence of Perceived Stress Reactivity: Ecological Momentary Assessment Pilot Study. JMIR Mhealth and Uhealth, 7 (10). e13978. ISSN 2291-5222
Shahania, Saijal and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Schlee, Winny and Spiliopoulou, Myra (2021) User-centric vs whole-stream learning for EMA prediction. In: (Proceedings of the) IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), June, 7-9, 2021, Aveiro, Portugal (online), pp. 307-312. ISBN 9781665441216
Pryss, Rüdiger and John, Dennis and Reichert, Manfred and Hoppenstedt, Burkhard and Schmid, Lukas and Schlee, Winfried and Spiliopoulou, Myra and Schobel, Johannes and Kraft, Robin and Schickler, Marc and Langguth, Berthold and Probst, Thomas (2019) Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform. In: (Proceedings of the) IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI), July 30th - August 1st, 2019, Los Angeles, CA, USA, pp. 350-355.
Muniandi, Lakshmi Prasath and Schlee, Winfried and Pryss, Rüdiger and Reichert, Manfred and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra (2018) Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. In: (Proceedings of the) 31st IEEE International Symposium on Computer-Based Medical Systems (CBMS 2018), June, 18-21, 2018, Karlstad, Sweden, pp. 112-117. ISBN 9781538660614
Schlee, Winfried and Kraft, Robin and Schobel, Johannes and Langguth, Berthold and Probst, Thomas and Neff, Patrick and Reichert, Manfred and Pryss, Rüdiger (2019) Momentary Assessment of Tinnitus—How Smart Mobile Applications Advance Our Understanding of Tinnitus. In: Digital Phenotyping and Mobile Sensing. Studies in Neuroscience, Psychology and Behavioral Economics / Baumeister, Harald ; Montag, Christian (Hrsg.). Cham: Springer, pp. 209-220. (Studies in Neuroscience, Psychology and Behavioral Economics). ISBN 9783030316204