2019

Ranjith Shivakumaraswamy, Christian Beyer, Vishnu Unnikrishnan, Eirini Ntoutsi, and Myra Spiliopoulou. Active Feature Acquistion for Opinion Stream Classification under Drift. Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2019), 108--111, 2019. URL

Christopher R. Cederroth, Silvano Gallus, Deborah A. Hall, Tobias Kleinjung, Berthold Langguth, Antonello Maruotti, Martin Meyer, Arnaud Norena, Thomas Probst, Rüdiger Pryss, Grant Searchfield, Giriraj Shekhawat, Myra Spiliopoulou, Sven Vanneste, and Winfried Schlee. Editorial: Towards an Understanding of Tinnitus Heterogeneity. Frontiers in aging neuroscience, (11)2019.

Georg Krempl, Dominik Lang, and Vera Hofer. Temporal Density Extrapolation using a Dynamic Basis Approach.. In K. Borgwardt, Po-Ling Loh, Evimaria Terzi, and Antti Ukkonen (Eds.), Data Mining and Knowledge Discovery, (Special Issue of the ECML/PKDD 2019 Journal Track)2019. URL

Rüdiger Pryss, Winfried Schlee, Manfred Reichert, Ira Kurthen, Nathalie Giroud, Laura Jagoda, Pia Neuschwander, Martin Meyer, Patrick Neff, Johannes Schobel, Burkhard Hoppenstedt, Myra Spiliopoulou, Berthold Langguth, and Thomas Probst. Ecological Momentary Assessment based Differences between Android and iOS Users of the TrackYourHearing mHealth Crowdsensing Platform. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019.

Alejandro Rodríguez-González, Athena Vakali, Miguel A. Mayer, Takashi Okumura, Ernestina Menasalvas-Ruiz, and Myra Spiliopoulou. Introduction to the special issue on social data analytics in medicine and healthcare. International Journal of Data Science and Analytics, (8)4:325--326, Nov 1, 2019. URL

Burkhard Hoppenstedt, Thomas Probst, Manfred Reichert, Winfried Schlee, Klaus Kammerer, Myra Spiliopoulou, Johannes Schobel, Michael Zimoch, Anna Felnhofer, Oswald Kothgassner, and Rüdiger Pryss. Applicability of Immersive Analytics in Mixed Reality: Usability Study. IEEE Access, (7)2019.

Rüdiger Pryss, Thomas Probst, Winfried Schlee, Johannes Schobel, Berthold Langguth, Patrick Neff, Myra Spiliopoulou, and Manfred Reichert. Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus--stress associations based on the TrackYourTinnitus mobile platform. International Journal of Data Science and Analytics, (8)4:327--338, Nov 1, 2019. URL

Bernhard Preim, Shiva Alemzadeh, Till Ittermann, Paul Klemm, Uli Niemann, and Myra Spiliopoulou. Visual Analytics for Epidemiological Cohort Studies. Proc. of Eurographics Medical Price, 2019. URL

Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, and Myra Spiliopoulou. Exploiting Entity Information for Stream Classification over a Stream of Reviews. Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 564-573, ACM, 2019. URL

Noor Jamaludeen, Vishnu Unnikrishnan, Maya S Sekeran, Majed Ali, Le Anh Trang, and Myra Spiliopoulou. Assessing the reliability of crowdsourced labels via Twitter. Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", 2019. URL

Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, and Myra Spiliopoulou. Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. International Journal of Data Science and Analytics, 2019. URL

Rüdiger Pryss, Winfried Schlee, Burkhard Hoppenstedt, Manfred Reichert, Myra Spiliopoulou, Berthold Langguth, and Thomas Probst. Applying Machine Learning on the Daily Life Data of the TrackYourTinnitus mHealth Crowdsensing Platform Predicts the Mobile Operating System with High Accuracy. 2019.