KNOWLEDGE MANAGEMENT

AND DISCOVERY LAB

2018

Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter Mertens, and Myra Spiliopoulou. Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), 65-70, 2018.

Stefan Räbiger, Gizem Gezici, Yücel Saygın, and Myra Spiliopoulou. Predicting worker disagreement for more effective crowd labeling. 2018 IEEE 5th International Conference on Data Science andAdvanced Analytics (DSAA), 179--188, 2018.

Sourabh Dandage, Johannes Huber, Atin Janki, Uli Niemann, Rüdiger Pryss, Manfred Reichert, Steve Harrison, Markku Vessala, Winfried Schlee, Thomas Probst, and Myra Spiliopoulou. Patient Empowerment Through Summarization of Discussion Threads on Treatments in a Patient Self-help Forum. In Nicos Maglaveras, Ioanna Chouvarda, and Paulo de Carvalho (Eds.), Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017, Thessaloniki, Greece, 18-21 November 2017, 229-233, Springer Singapore, 2018. URL

Rajeev Motwani, Manfred Reichert, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, and Myra Spiliopoulou. Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases. IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), 239 -243, 2018.

Damianos P. Melidis, Myra Spiliopoulou, and Eirini Ntoutsi. Learning under Feature Drifts in Textual Streams. Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18, 527 -536, 2018.

Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, and Myra Spiliopoulou. Predicting Document Polarities on a Stream without Reading their Contents. Proceedings of the Symposium on Applied Computing (SAC), 2018.

Tommy Hielscher, Uli Niemann, Bernhard Preim, Henry Völzke, Till Ittermann, and Myra Spiliopoulou. A Framework for Expert-Driven Subpopulation Discovery and Evaluation Using Subspace Clustering for Epidemiological Data. Expert Systems with Applications, (113):147 - 160, 2018. URL

Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, and Sylvia Saalfeld. Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), 48-53, 2018.

Lakshmi Prasath Muniandi, Winfried Schlee, Rüdiger Pryss, Manfred Reichert, Johannes Schobel, Robin Kraft, and Myra Spiliopoulou. Finding Tinnitus Patients with Similar Evolution of their Ecological Momentary Assessments. Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), 112-117, 2018.

Sven Kalle, Winfried Schlee, Rüdiger Pryss, Thomas Probst, Manfred Reichert, Berthold Langguth, and Myra Spiliopoulou. Review of Smart Services for Tinnitus Self-Help, Diagnostics and Treatments. Frontiers in neuroscience, (12)2018.

Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, and Gunter Saake. Personalized recommender systems for product-line configuration processes. Computer Languages, Systems & Structures, 2018. URL

Rüdiger Pryss, Manfred Reichert, Winfried Schlee, Myra Spiliopoulou, Berthold Langguth, and Thomas Probst. Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform. IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), 411 -416, 2018.

Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Ruediger Pryss, Winfried Schlee, Eirini Ntoutsi, and Myra Spiliopoulou. Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. 2018.

Rajeev Motwani, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Manfred Reichert, and Myra Spiliopoulou. Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases. Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), 239-243, 2018.

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):327 -338, 2018.

Paras Multani, Uli Niemann, Mario Cypko, Jens-Peter Kühn, Henry Völzke, Steffen Oeltze-Jafra, and Myra Spiliopoulou. Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. Proc. of the 31th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS18), 88-93, 2018.

Stefan Räbiger, Myra Spiliopoulou, and Yücel Saygına. How do annotators label short texts? Toward understanding the temporal dynamics of tweet labeling. Information Sciences, (457–458):29-47, 2018.