Robust causal inference using directed acyclic graphs: the R package ‘dagitty’ J Textor, B Van der Zander, MS Gilthorpe, M Liśkiewicz, GTH Ellison International journal of epidemiology 45 (6), 1887-1894, 2016 | 1741 | 2016 |
Openstreetslam: Global vehicle localization using openstreetmaps G Floros, B Van Der Zander, B Leibe 2013 IEEE international conference on robotics and automation, 1054-1059, 2013 | 184 | 2013 |
Constructing Separators and Adjustment Sets in Ancestral Graphs. B Van der Zander, M Liskiewicz, J Textor CI@ UAI, 11-24, 2014 | 64 | 2014 |
Separators and adjustment sets in causal graphs: Complete criteria and an algorithmic framework B Van Der Zander, M Liśkiewicz, J Textor Artificial Intelligence 270, 1-40, 2019 | 43 | 2019 |
Efficiently finding conditional instruments for causal inference B Van der Zander, J Textor, M Liskiewicz Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 34 | 2015 |
Separators and adjustment sets in Markov equivalent DAGs B Van Der Zander, M Liskiewicz Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 23 | 2016 |
On searching for generalized instrumental variables B Zander, M Liśkiewicz Artificial Intelligence and Statistics, 1214-1222, 2016 | 21 | 2016 |
dagitty: Graphical analysis of structural causal models J Textor, B van der Zander, A Anikan The Comprehensive R Archive Network, 2016 | 12 | 2016 |
Finding minimal d-separators in linear time and applications B van der Zander, M Liśkiewicz Uncertainty in Artificial Intelligence, 637-647, 2020 | 10 | 2020 |
Real time vision based multi-person tracking for mobile robotics and intelligent vehicles D Mitzel, G Floros, P Sudowe, B van der Zander, B Leibe Intelligent Robotics and Applications: 4th International Conference, ICIRA …, 2011 | 6 | 2011 |
Finding front-door adjustment sets in linear time M Wienöbst, B van der Zander, M Liskiewicz arXiv preprint arXiv:2211.16468, 2022 | 3 | 2022 |
The hardness of reasoning about probabilities and causality B Van Der Zander, M Bläser, M Liśkiewicz arXiv preprint arXiv:2305.09508, 2023 | 2 | 2023 |
Extending XQuery with pattern matching over XML, HTML and JSON, and its usage for data mining B Van Der Zander | 2 | 2014 |
Linear-time algorithms for front-door adjustment in causal graphs M Wienöbst, B van der Zander, M Liśkiewicz Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20577 …, 2024 | 1 | 2024 |
Identification in Tree-shaped Linear Structural Causal Models B Van Der Zander, M Wienöbst, M Bläser, M Liskiewicz International Conference on Artificial Intelligence and Statistics, 6770-6792, 2022 | 1 | 2022 |
Graphical methods for finding instrumental variables B van der Zander, J Textor, M Liskiewicz Proceedings of the 17th Cologne-Twente Workshop on Graphs and Combinatorial …, 2019 | 1 | 2019 |
Corrigendum to “Separators and adjustment sets in causal graphs:: Complete criteria and an algorithmic framework”[Artif. Intell. 270 (2019) 1–40] B van der Zander, M Liśkiewicz, J Textor | | 2023 |
Corrigendum to “Separators and adjustment sets in causal graphs: Complete criteria and an algorithmic framework”[Artif. Intell. 270 (2019) 1–40] B Zander, M Liśkiewicz, JC Textor | | 2023 |
Identifikation von Kausalen Effekten in Graphischen Modellen B Van der Zander Ausgezeichnete Informatikdissertationen 2020, 319-328, 2021 | | 2021 |
Algorithmics of Identifying Causal Effects in Graphical Models B van der Zander Universität zu Lübeck, 2020 | | 2020 |