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thomas2.jpg Email: thomas.liebig cs.tu-dortmund.de
Phone: 0231/755-8257
Fax: 0231/755-5105
Room-No.: OH12 R4.016

About

Courses

Projects

Publications

Heppe/2017a Heppe, Lukas and Liebig, Thomas. Real-Time Public Transport Delay Prediction for Situation-Aware Routing. In Kern-Isberner, Gabriele and Fürnkranz, Johannes and Thimm, Matthias (editors), KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25--29, 2017, Proceedings, pages 128--141, Cham, Springer, 2017.
Liebig/2017a Liebig, Thomas. Smart navigation - chances, risk and challenges. In M. Jankowska and M. Pawelczyk and S. Augustyn and M. Kulawiak (editors), Navigation and Earth Observation - Law & Technology, pages (accepted), Warsaw, IUS PUBLICUM, 2017.
Liebig/2017b Liebig, Thomas. Report on Data Privacy. No. H2020-688380 D4.1, VAVEL Consortium, Dortmund, Germany, 2017.
Liebig/etal/2017a Liebig, Thomas and Peter, Sebastian and Grzenda, Maciej and Junosza-Szaniawski, Konstanty. Dynamic Transfer Patterns for Fast Multi-modal Route Planning. In Bregt, Arnold and Sarjakoski, Tapani and van Lammeren, Ron and Rip, Frans (editors), Societal Geo-innovation: Selected papers of the 20th AGILE conference on Geographic Information Science, pages 223--236, Cham, Springer, 2017.
Liebig/etal/2017b Thomas Liebig and Nico Piatkowski and Christian Bockermann and Katharina Morik. Dynamic Route Planning with Real-Time Traffic Predictions. In Information Systems, Vol. 64, pages 258--265, Elsevier, 2017.
Liebig/Sotzny/2017a Thomas Liebig and Maurice Sotzny. On Avoiding Traffic Jams with Dynamic Self-Organizing Trip Planning. In Eliseo Clementini, Maureen Donnelly, May Yuan, Christian Kray, Paolo Fogliaroni, and Andrea Ballatore (editors), 13th International Conference on Spatial Information Theory (COSIT 2017), Vol. 86, pages 17:1--17:12, Dagstuhl, Germany, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2017.
Shaik/etal/2017a Shaik, Nayabrasul and Liebig, Thomas and Kirsch, Christopher and Müller, Heinrich. Dynamic Map Update of Non-static Facility Logistics Environment with a Multi-robot System. In Kern-Isberner, Gabriele and Fürnkranz, Johannes and Thimm, Matthias (editors), KI 2017: Advances in Artificial Intelligence: 40th Annual German Conference on AI, Dortmund, Germany, September 25--29, 2017, Proceedings, pages 249--261, Cham, Springer, 2017.
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.
Souto/Liebig/2016a Gustavo Souto and Thomas Liebig. On Event Detection from Spatial Time Series for Urban TrafficApplications. In Stefan Michaelis and Nico Piatkowski and Marco Stolpe (editors), Solving Large Scale Learning Tasks: Challenges and Algorithms, Vol. 9580, pages 221--233, Springer, 2016.
Katakis/etal/2015a Ioannis Katakis and François Schnitzler and Thomas Liebig. 2nd International Workshop on Mining Urban Data (Preface). In Proceedings of the 2nd International Workshop on Mining Urban Data (MUD2), Vol. 1392, pages 7--9, CEUR-WS, 2015.
Liebig/2015a Liebig, Thomas. Privacy Preserving Centralized Counting of Moving Objects. In Bacao, Fernando and Santos, Maribel Yasmina and Painho, Marco (editors), AGILE 2015, pages 91-103, Springer, 2015.
Liebig/2015b Liebig, Thomas. Analysis Methods and Privacy Aspects in Spatio-Temporal Data Mining. In Marlena Jankowska and Miroslaw Pawelczyk and Sylvie Allouche and Marcin Kulawiak (editors), AI: Philosophy, Geoinformatics & Law, pages (to appear), Warsaw, IUS PUBLICUM, 2015.
Liebig/etal/2015a T. Liebig and M. Stolpe and K. Morik. Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI. In Proceedings of the 2nd International Workshop on Mining Urban Data (MUD2), Vol. 1392, pages 36--43, CEUR-WS, 2015.
Liebig/etal/2015b Thomas Liebig and Sabine Storandt and Peter Sanders and Walied Othman and Stefan Funke. Report from Dagstuhl: SocioPaths - Multimodal Door-to-Door Route Planning via Social Paths. In Gennady Andrienko and Dimitrios Gunopulos and Ioannis Katakis and Thomas Liebig and Shie Mannor and Katharina Morik and Francois Schnitzler (editors), Proceedings of the 2nd International Workshop on Mining Urban Data (MUD2), Vol. 1392, pages 90--94, CEUR-WS, 2015.
Liebig/Morik/2015a Liebig, Thomas and Morik, Katharina. Report on the integration and the evaluation of the alarming, visualization and prediction component. No. FP7-318225 D5.2, INSIGHT Consortium, Dortmund, Germany, 2015.
Souto/Liebig/2015a Gustavo Souto and Thomas Liebig. Analyzing the Correlation Among Traffic Loop Sensors to Detect Anomalies in Traffic Loop Data Streams. In Proceedings of the 3rd Symposium on Knowledge Discovery and Machine Learning, pages (to appear), BRACIS, 2015.
Stolpe/etal/2015a 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), pages (to appear), CEUR-WS, 2015.
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.
Kinane/etal/2014a Dermot Kinane and François 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, pages (to appear), 2014.
Liebig/2014a Liebig, Thomas. Privacy Preserving Aggregation of Distributed Mobility Data Streams. In Proceedings of the 11th Symposium on Location-Based Services, pages 86-99, 2014.
Liebig/2014b Liebig, Thomas. Speed-Up heuristics for the traffic flow estimation with Gaussian Process Regression. In Proceedings of the 11th Symposium on Location-Based Services, pages (to appear), 2014.
Liebig/etal/2014b Liebig, Thomas and Andrienko, Gennady and Andrienko, Natalia. Methods for Analysis of Spatio-Temporal Bluetooth Tracking Data. In Journal of Urban Technology, Vol. 21, No. 2, pages 27--37, Taylor and Francis, 2014.
Liebig/etal/2014c Ilarri, Sergio and Liebig, Thomas and Liang, Steve and Geers, Glenn. Stream Processing in the Context of CTS - course (90min) as part of a lecture on CTS. In Dagstuhl Seminar 13512: Social Issues in Computational Transportation Science, pages 112-115, 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.
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.
Schnitzler/etal/2014c Francois Schnitzler and Thomas Liebig and Shie Mannor and Gustavo Souto and Sebastian Bothe and Hendrik Stange. Heterogeneous Stream Processing for Disaster Detection and Alarming. In IEEE International Conference on Big Data, pages 914-923, IEEE Press, 2014.
Andrienko/etal/2013a Andrienko, Gennady and Gkoulalas-Divanis, Aris and Gruteser, Marco and Kopp, Christine and Liebig, Thomas and Rechert, Klaus. Report from Dagstuhl: The Liberation of Mobile Location Data and its Implications for Privacy Research. In SIGMOBILE Mob. Comput. Commun. Rev., Vol. 17, No. 2, pages 7--18, New York, NY, USA, ACM, 2013.
Liebig/2013a T. Liebig. Relating mobility patterns to socio-demographic profiles. In AGILE Conference Workshop on Understanding Urban Cycling: A Data Challenge (CDC2013), 2013.
Liebig/2013b Thomas Liebig. Pedestrian Mobility Mining with Movement Patterns. pages 1--172, 2013.
Liebig/etal/2013a T. Liebig and Z. Xu and M. May. Incorporating Mobility Patterns in Pedestrian Quantity Estimation and Sensor Placement. In J. Nin and D. Villatoro (editors), Proceedings of the First International Workshop on Citizen Sensor Networks CitiSens 2012, LNAI 7685, pages 67--80, Springer, 2013.
Roesler/Liebig/2013a Rösler, Roberto and Liebig, Thomas. Using Data from Location Based Social Networks for Urban Activity Clustering. In Vandenbroucke, Danny and Bucher, Bénédicte and Crompvoets, Joep (editors), Geographic Information Science at the Heart of Europe, pages 55--72, Springer, 2013.
Andrienko/etal/2012a Andrienko, N. and Andrienko, G. and Stange, H. and Liebig, T. and Hecker, D.. Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. In KI - Künstliche Intelligenz, pages 241--251, Springer, 2012.
Ellersiek/etal/2012a T. Ellersiek and T. Liebig and D. Hecker and C. K\"orner. Analyse von raum-zeitlichen Bewegungsmustern auf Basis von Bluetooth-Sensoren. In Angewandte Geoinformatik 2012 - Beitr\"age zum 24. AGIT-Symposium Salzburg, pages 260--269, Berlin, Wichmann, 2012.
Liebig/etal/2012b T. Liebig and Z. Xu and M. May and S. Wrobel. Pedestrian Quantity Estimation with Trajectory Patterns. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ECML PKDD 2012, Part II, LNCS 7524, pages 629--643, Springer, 2012.
Liebig/Wagoum/2012a Liebig, T. and Kemloh Wagoum, A. U.. Modelling Microscopic Pedestrian Mobility Using Bluetooth. In Proc. of the Fourth International Conference on Agents and Artificial Intelligience - ICAART'12, pages 270--275, SciTePress, 2012.
Liebig/Xu/2012a Liebig, T. and Xu, Z.. Pedestrian monitoring system for indoor billboard evaluation. In Journal of Applied Operational Research, Vol. 4, pages 28--36, Tadbir Operational Research Group Ltd., 2012.
Utsch/Liebig/2012a P. Utsch and T. Liebig. Monitoring Microscopic Pedestrian Mobility Using Bluetooth. In Proceedings of the 8th International Conference on Intelligient Environments, pages 173--177, IEEE Press, 2012.
Liebig/2011a T. Liebig. Trajectory Regression Model for Indoor Pedestrian Flow Analysis on Billboard Evaluation. In Proc. of the Third International Conference on Applied Operation Research - ICAOR'11, pages 289--300, Tadbir Operational Research Group Ltd., 2011.
Stange/etal/2011a H. Stange and T. Liebig and D. Hecker and G. Andrienko and N. Andrienko. Analytical Workflow of Monitoring Human Mobility in Big Event Settings using Bluetooth. In ISA 2011, pages 51--58, ACM, 2011.
Liebig/etal/2010a T. Liebig and H. Stange and D. Hecker and M. May and C. Körner and U. Hofmann. A General Pedestrian Movement Model for the Evaluation of Mixed Indoor-Outdoor Poster Campaigns. In Proc. of the Third International Workshop on Pervasive Advertising and Shopping, 2010.
Liebig/etal/2009a T. Liebig and C. Körner and M. May. Fast Visual Trajectory Analysis Using Spatial Bayesian Networks. In ICDM Workshops, pages 668--673, IEEE Computer Society, 2009.
Liebig/etal/2008a T. Liebig and C. Körner and M. May. Scalable Sparse Bayesian Network Learning for Spatial Applications. In ICDM Workshops, pages 420--425, IEEE Computer Society, 2008.

Thesis Proposals

Supervised Theses