Thomas Liebig

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	All	Since 2019
Citations	1460	830
h-index	21	15
i10-index	36	23

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Katharina MorikProfessor of Computer Science, TU Dortmund UniversityVerified email at tu-dortmund.de
Nico PiatkowskiFraunhofer IAISVerified email at iais.fraunhofer.de
François SchnitzlerSenior Scientist, InterDigitalVerified email at interdigital.com
Christian BockermannProfessor @ HS Bochum University of Applied SciencesVerified email at hs-bochum.de
Dimitrios GunopulosNational and Kapodistrian University of AthensVerified email at di.uoa.gr
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaVerified email at technion.ac.il
Gennady Andrienkolead scientist @ Fraunhofer IAIS & Lamarr Institute & professor @ City University LondonVerified email at iais.fraunhofer.de
Vana KalogerakiProfessor, Department of Informatics, Athens University of Economics and Business, Athens, GreeceVerified email at aueb.gr
Christian WietfeldProfessor for Communication Networks, TU Dortmund UniversityVerified email at tu-dortmund.de
Benjamin SliwaDr.-Ing. | Senior Software Engineer | Volkswagen Infotainment GmbHVerified email at tu-dortmund.de
Jakub MarečekCzech Technical University in PragueVerified email at fel.cvut.cz
Dirk HeckerFraunhofer IAISVerified email at iais.fraunhofer.de
Robert FalkenbergTU Dortmund UniversityVerified email at tu-dortmund.de
Ioannis BoutsisAthens University of Economics and BusinessVerified email at aueb.gr
Avigdor GalTechnion -- Israel Institute of TechnologyVerified email at technion.ac.il
Matthias WeidlichHumboldt-Universität zu BerlinVerified email at hu-berlin.de
Natalia AndrienkoFraunhofer IAIS (lead scientist) & Lamarr Institute & City University London (professor)Verified email at iais.fraunhofer.de
Alexander ArtikisUniversity of Piraeus, NCSR DemokritosVerified email at iit.demokritos.gr
Andreas RothResearcher, TU DortmundVerified email at tu-dortmund.de
Zhao XuNEC Labs EuropeVerified email at acm.org

Thomas Liebig

TU Dortmund

Verified email at tu-dortmund.de - Homepage

Data Mining Spatial Data Mining Computational Transportation Science Privacy Preserving Data Mining


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Dynamic route planning with real-time traffic predictions T Liebig, N Piatkowski, C Bockermann, K Morik Information Systems 64, 258-265, 2017	200	2017
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. A Artikis, M Weidlich, F Schnitzler, I Boutsis, T Liebig, N Piatkowski, ... EDBT 14, 712-723, 2014	140	2014
Visual Analytics for Understanding Spatial Situations from Episodic Movement Data N Andrienko, G Andrienko, H Stange, T Liebig, D Hecker KI-Künstliche Intelligenz, 1-11, 2012	92	2012
Predictive trip planning-smart routing in smart cities. T Liebig, N Piatkowski, C Bockermann, K Morik EDBT/ICDT Workshops, 331-338, 2014	81	2014
Analytical workflow of monitoring human mobility in big event settings using bluetooth H Stange, T Liebig, D Hecker, G Andrienko, N Andrienko Proceedings of the 3rd ACM SIGSPATIAL international workshop on indoor …, 2011	63	2011
Using data from location based social networks for urban activity clustering R Rösler, T Liebig Geographic information science at the heart of Europe, 55-72, 2013	55	2013
Boosting vehicle-to-cloud communication by machine learning-enabled context prediction B Sliwa, R Falkenberg, T Liebig, N Piatkowski, C Wietfeld IEEE Transactions on Intelligent Transportation Systems 21 (8), 3497-3512, 2019	51	2019
Artificial intelligence for hospital health care: Application cases and answers to challenges in European hospitals M Klumpp, M Hintze, M Immonen, F Ródenas-Rigla, F Pilati, ... Healthcare 9 (8), 961, 2021	49	2021
Conditional sum-product networks: Imposing structure on deep probabilistic architectures X Shao, A Molina, A Vergari, K Stelzner, R Peharz, T Liebig, K Kersting International Conference on Probabilistic Graphical Models, 401-412, 2020	47	2020
Geospatial IoT—The need for event-driven architectures in contemporary spatial data infrastructures M Rieke, L Bigagli, S Herle, S Jirka, A Kotsev, T Liebig, C Malewski, ... ISPRS International Journal of Geo-Information 7 (10), 385, 2018	44	2018
Pedestrian quantity estimation with trajectory patterns T Liebig, Z Xu, M May, S Wrobel Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012	39	2012
Efficient machine-type communication using multi-metric context-awareness for cars used as mobile sensors in upcoming 5G networks B Sliwa, T Liebig, R Falkenberg, J Pillmann, C Wietfeld 2018 IEEE 87th Vehicular Technology Conference (VTC Spring), 1-6, 2018	35	2018
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research G Andrienko, A Gkoulalas-Divanis, M Gruteser, C Kopp, T Liebig, ... ACM SIGMOBILE Mobile Computing and Communications Review 17 (2), 7-18, 2013	34	2013
Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks B Sliwa, R Falkenberg, T Liebig, J Pillmann, C Wietfeld 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-7, 2018	31	2018
Heterogeneous stream processing for disaster detection and alarming F Schnizler, T Liebig, S Mannor, G Souto, S Bothe, H Stange 2014 IEEE International Conference on Big Data (Big Data), 914-923, 2014	31	2014
Evaluating machine unlearning via epistemic uncertainty A Becker, T Liebig arXiv preprint arXiv:2208.10836, 2022	26	2022
Heterogeneous stream processing and crowdsourcing for traffic monitoring: Highlights F Schnitzler, A Artikis, M Weidlich, I Boutsis, T Liebig, N Piatkowski, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014	26	2014
MODELLING MICROSCOPIC PEDESTRIAN MOBILITY USING BLUETOOTH T Liebig, AU Kemloh Wagoum ICAART, 270-275, 2012	26	2012
System-of-systems modeling, analysis and optimization of hybrid vehicular traffic B Sliwa, T Liebig, T Vranken, M Schreckenberg, C Wietfeld 2019 IEEE International Systems Conference (SysCon), 1-8, 2019	23	2019
Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center. F Schnitzler, T Liebig, S Mannor, K Morik EDBT/ICDT Workshops, 373-374, 2014	22	2014

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