Papers for direct download

• Buschjäger, Sebastian and Chen, Kuan-Hsun and Chen, Jian-Jia, Morik, Katharina. Realization of Random Forest for Real-Time Evaluation through Tree Framing. In The IEEE International Conference on Data Mining series (ICDM), 2018.
• Brügge, Kai and Egorov, Alexey and Bockermann, Christian and Morik, Katharina and Rhode, Wolfgang. Distributed Real-Time Data Stream Analysis for CTA. In ADASS XXVII, 2017.
• von der Brüggen, Georg and Piatkowski, Nico and Chen, Kuan-Hsun and Chen, Jian-Jia and Morik, Katharina. Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems. In 30th Euromicro Conference on Real-Time Systems, ECRTS 2018, July 3-6, 2018, Barcelona, Spain, LIPIcs, 2018.
• Buschjäger, Sebastian and Morik, Katharina. Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data. In IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 65-I, No. 1, pages 209--222, 2018.
• Pfahler, Lukas and Morik, Katharina and Elwert, Frederik and Tabti, Samira and Krech, Volkhard. Learning Low-Rank Document Embeddings with Weighted Nuclear Norm Regularization. In Proceedings of the 4th IEEE International Conference on Data Science and Advanced Analytics, 2017.
• Liebig, Thomas and Piatkowski, Nico and Bockermann, Christian and Morik, Katharina. Dynamic Route Planning with Real-Time Traffic Predictions. In Information Systems, Vol. 64, pages 258--265, Elsevier, 2017.
• Blom, Hendrik and Morik, Katharina. Resource-Aware Steel Production Through Data Mining. In "Berendt, Bettina and Bringmann, Björn and Fromont, Elisa and Garriga, Gemma and Miettinen, Pauli and Tatti, Nikolaj and Tresp, Volker (editors), Machine Learning and Knowledge Discovery in Databases, pages 263--266, Springer, 2016.
• Panagiotou, Nikolaos and Zygouras, Nikolas and Katakis, Ioannis and Gunopulos, Dimitrios and Zacheilas, Nikos and Boutsis, Ioannis and Kalogeraki, Vana and Lynch, Stephen and O'Brien, Brendan and Kinane, Dermot and Marecek, Jakub and Yu, Jia Yuan and Verago, Rudi and Daly, Elizabeth and Piatkowski, Nico and Liebig, Thomas and Bockermann, Christian and Morik, Katharina and Schnitzler, Francois and Weidlich, Matthias and Gal, Avigdor and Mannor, Shie and Stange, Hendrik and Halft, Werner and Andrienko, Gennady. INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. In Berendt, Bettina and Bringmann, Björn and Fromont, Elisa and Garriga, Gemma and Miettinen, Pauli and Tatti, Nikolaj and Tresp, Volker (editors), Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III, pages 22--26, Cham, Springer, 2016.
• Brügge, K.~A. and Ahnen, M.~L. and Balbo, M. and Bergmann, M. and Buß, J. and Biland, A. and Bockermann, C. and Bretz, T. and Dorner, D. and Freiwald, J. and Einecke, S. and Toscano, S. and Thaele, J. and Temme, F. and Hempfling, C. and Hildebrand, D. and Hughes, G. and Lustermann, W. and Mannheim, K. and Meier, K. and Morik, K. and Neise, D. and Müller, S. and Neronov, A. and Noethe, M. and Overkemping, A.~K. and Paravac, A. and Pauss, F. and Walter, R. and Rhode, W. and Wilbert, A. and Vogler, P.. FACT-Tools: Streamed Real-Time Data Analysis. In International Cosmic Ray Conference (ICRC 2015), 2015.
• Bockermann, Christian and Brügge, Kai and Buß, Jens and Egorov, Alexey and Morik, Katharina and Rhode, Wolfgang and Ruhe, Tim. Online Analysis of High-Volume Data Streams in Astroparticle Physics. In European Conference on Machine Learning (ECML PKDD 2015), Industrial Track, Springer, 2015.
• Marco Stolpe and Thomas Liebig and Katharina Morik. Communication-efficient learning of traffic flow in a network of wireless presence sensors. In Proceedings of the Workshop on Parallel and Distributed Computing for Knowledge Discovery in Data Bases (PDCKDD 2015), CEUR-WS, 2015.
• Dermot Kinane and Francois Schnitzler and Shie Mannor and Thomas Liebig and Katharina Morik and Jakub Marecek and Bernard Gorman and Nikolaos Zygouras and Yannis Katakis and Vana Kalogeraki and Dimitrios Gunopulos. Intelligent Synthesis and Real-time Response using Massive Streaming of Heterogeneous Data (INSIGHT) and its anticipated effect on Intelligent Transport Systems (ITS) in Dublin City, Ireland. In Proceedings of the 10th ITS European Congress, Helsinki, 2014.