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foto-sw-klein.png Email: christian.bockermann At sign cs.uni-dortmund.de
Phone: 0231/755-6487
Room-No.: OH12 R4.019

About

Christian Bockermann finished his diploma at the University of Dortmund in mid 2007. Since then he is been working as an assistant for Prof. Morik at the department of Artificial Intelligence.

Projects

Research Topics

Publications

Bunse/etal/2017a Bunse, M. and Bockermann, C. and Buss, J. and Morik, K. and Rhode, W. and Ruhe, T.. Smart Control of Monte Carlo Simulations for Astroparticle Physics. In Pascal Ballester and Jorge Ibsen and Mauricio Solar and Keith Shortridge (editors), Astronomical Data Analysis Software and Systems (ADASS XXVII), Vol. 522, pages 417--420, Astronomical Society of the Pacific, 2019.
Buss/etal/2016b Buss, Jens and Bockermann, Christian and Morik, Katharina and Rhode, Wolfgang and Ruhe, Tim. FACT-Tools -- Processing High-Volume Telescope Data. In Marco Molinaro and Keith Shortridge and Fabio Pasian (editors), 26th Astronomical Data Analysis Software and Systems conference (ADASS), Vol. 521, pages 584, Astronomical Society of the Pacific, 2019. Arrow Symbol
Bruegge/etal/2017a 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.
Liebig/etal/2017b 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. Arrow Symbol
Morik/etal/2017a Morik, Katharina and Bockermann, Christian and Buschjäger, Sebastian. Big Data Science. In German journal on Artificial Intelligence (KI 2017), Vol. 32, No. 1, pages 27--36, 2017. Arrow Symbol
Panagiotou/etal/2016a 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 Mare\vcek, 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, Élisa 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. Arrow Symbol
Bockermann/2015a Bockermann, Christian. Mining Big Data Streams for Multiple Concepts. TU Dortmund, 2015. Arrow Symbol
Bockermann/etal/2015a 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.
Buss/etal/2015a Buss, Jens and Ahnen, M.L. and Balbo, M. and Bergmann, M. and Biland, Adrian and Bockermann, Christian and Bretz, Thomas and Brügge, K. A. and Dorner, Daniela and Einecke, Sabrina and Freiwald, Jan and Hempfling, Christina and Hildebrand, D. and Hughes, Gareth and Lustermann, Werner and Mannheim, Karl and Meier, K. and Morik, Katharina and Müller, Sebastian and Neise, Dominik and Neronov, A. and Nöthe, Max and Rhode, Wolfgang and Temme, Fabian and Thaele, Julia and Toscano, Simona and Vogler, Patrick and Walter, Roland and Wilbert, A.. FACT -- Influence of SiPM Crosstalk on the Performance of an Operating Cherenkov Telescope. In Proceedings, 34th International Cosmic Ray Conference (ICRC 2015), Vol. 34, No. 1130, pages 863, The Hague, 2015. Arrow Symbol
Artikis/etal/2014a Alexander Artikis and Matthias Weidlich and Francois Schnitzler and Ioannis Boutsis and Thomas Liebig and Nico Piatkowski and Christian Bockermann and Katharina Morik and Vana Kalogeraki and Jakub Marecek and Avigdor Gal and Shie Mannor and Dimitrios Gunopulos and Dermot Kinane. Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. In Proceedings of the 17th International Conference on Extending Database Technology, 2014. Arrow Symbol
Bockermann/2014a Christian Bockermann. A Visual Programming Approach to Big Data Analytics. In Proc. HCI International 2014, 2014.
Bockermann/2014b Christian Bockermann. A Survey of the Stream Processing Landscape. No. 6, TU Dortmund University, 2014.
Liebig/etal/2014d Thomas Liebig and Nico Piatkowski and Christian Bockermann and Katharina Morik. Route Planning with Real-Time Traffic Predictions. In Proceedings of the LWA 2014 Workshops: KDML, IR, FGWM, pages 83-94, 2014. Arrow Symbol
Schnitzler/etal/2014b Schnitzler, Francois and Artikis, Alexander and Weidlich, Matthias and Boutsis, Ioannis and Liebig, Thomas and Piatkowski, Nico and Bockermann, Christian and Morik, Katharina and Kalogeraki, Vana and Marecek, Jakub and Gal, Avigdor and Mannor, Shie and Kinane, Dermot and Gunopulos, Dimitrios. Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights. In Proceedings of the European Conference on Machine Learning (ECML), Nectar Track, pages 520-523, Springer, 2014.
Bockermann/2013a Christian Bockermann. Data Mining Arts -- Learning to Paint RapidMiner Processes. In Simon Fischer and Ingo Mierswa and João Mendes Moreira and Carlos Soares (editors), RCOMM 2013. RapidMiner Community Meeting and Conference (RCOMM-2013), August 27-30, Porto, Portugal, Shaker-Verlag, Aachen, 2013.
Gal/etal/2013a Gal, Avigdor and Keren, Sarah and Sondak, Mor and Weidlich, Matthias and Blom, Hendrik and Bockermann, Christian. TechniBall: DEBS 2013 Grand Challenge. 2013. Arrow Symbol
Bockermann/Blom/2012a Christian Bockermann and Hendrik Blom. Processing Data Streams with the RapidMiner Streams-Plugin. In RapidMiner Community Meeting and Conference, 2012.
Bockermann/Blom/2012b Christian Bockermann and Hendrik Blom. Get some Coffee for free - Writing Operators with RapidMiner Beans. In Proceedings of the 3rd RapidMiner Community Meeting and Conference, 2012.
Bockermann/Blom/2012c Christian Bockermann and Hendrik Blom. The Streams Framework. No. 5, TU Dortmund, 2012.
Lee/Bockermann/2011a Lee, Sangkyun and Bockermann, Christian. Scalable stochastic gradient descent with improved confidence. In Big Learning -- Algorithms, Systems, and Tools for Learning at Scale, 2011. Arrow Symbol
Balke/Beckers/2010a Balke, Matthias and Beckers, Tobias and Fernys, Klaudia and Haak, Daniel and Homburg, Helge and Kalabis, Lukas and Kokott, Markus and Kulmann, Benedikt and Müller, Kilian and Przyluczky, Carsten and Schulte, Matthias and Skirzynski, Marcin and Bockermann, Christian and Schowe, Benjamin. Zwischenbericht der Projektgruppe 542. TU Dortmund, 2010. Arrow Symbol
Balke/Beckers/2010b Balke, Matthias and Beckers, Tobias and Fernys, Klaudia and Haak, Daniel and Homburg, Helge and Kalabis, Lukas and Kokott, Markus and Kulmann, Benedikt and Müller, Kilian and Przyluczky, Carsten and Schulte, Matthias and Skirzynski, Marcin and Bockermann, Christian and Schowe, Benjamin. Endbericht Projektgruppe 542 "Stream Mining for Intrusion Detection in Distributed Systems". TU Dortmund, 2010.
Bockermann/Jungermann/2010a Bockermann, Christian and Jungermann, Felix. Stream-based Community Discovery via Relational Hypergraph Factorization on Evolving Networks. In Proceedings of the Workshop on Dynamic Networks and Knowledge Discovery (DyNaK 2010), 2010.
Apel/etal/2009b Apel, Martin and Bockermann, Christian and Meier, Michael. Measuring Similarity of Malware Behavior. In Proceedings of the 5th LCN Workshop on Security in Communications Networks (SICK) in conjunction with the 34th Annual IEEE Conference on Local Computer Networks, pages 891--899, IEEE Computer Society, 2009.
Bockermann/etal/2009a Bockermann, Christian and Apel, Martin and Meier, Michael. Learning SQL for Database Intrusion Detection Using Context-Sensitive Modelling. In Proceedings of the 6th Detection of Intrusions and Malware, and Vulnerability Assessment, pages 196 -- 205, Springer, 2009.
Bockermann/2007a Bockermann, Christian. Anomalie-Erkennung in Web-Anwendungen. Fachbereich Informatik, Universität Dortmund,, 2007.
Bockermann/etal/2007a Bockermann, Christian and Mierswa, Ingo and Morik, Katharina. On the Automated Creation of Understandable Positive Security Models for Web Applications. In 2nd International Workshop on Web and Pervasive Security, pages 554--559, 2007.

Software

Supervised Theses