Benito van der Zander

2.6k total citations · 1 hit paper
11 papers, 1.7k citations indexed

About

Benito van der Zander is a scholar working on Artificial Intelligence, Statistics and Probability and Computer Networks and Communications. According to data from OpenAlex, Benito van der Zander has authored 11 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 5 papers in Statistics and Probability and 2 papers in Computer Networks and Communications. Recurrent topics in Benito van der Zander's work include Bayesian Modeling and Causal Inference (9 papers), Advanced Causal Inference Techniques (5 papers) and Statistical Methods and Inference (3 papers). Benito van der Zander is often cited by papers focused on Bayesian Modeling and Causal Inference (9 papers), Advanced Causal Inference Techniques (5 papers) and Statistical Methods and Inference (3 papers). Benito van der Zander collaborates with scholars based in Germany, Netherlands and Spain. Benito van der Zander's co-authors include Maciej Liśkiewicz, Johannes Textor, Mark S. Gilthorpe, George T. H. Ellison, George Floros, Bastian Leibe and Markus Bläser and has published in prestigious journals such as International Journal of Epidemiology, Artificial Intelligence and Utrecht University Repository (Utrecht University).

In The Last Decade

Benito van der Zander

10 papers receiving 1.7k citations

Hit Papers

1 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Robust causal inference using directed acyclic graphs: the R package ‘dagitty’

2016 1.5k citations Johannes Textor, Benito van der Zander et al. International Journal of Epidemiology profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Benito van der Zander Germany	7	288	266	199	169	135	11	1.7k
Maciej Liśkiewicz Germany	10	289 1.0×	268 1.0×	200 1.0×	174 1.0×	135 1.0×	41	1.7k
Geoffrey G. Adams Australia	24	303 1.1×	188 0.7×	74 0.4×	128 0.8×	175 1.3×	61	2.9k
Armin Gemperli Switzerland	23	450 1.6×	102 0.4×	117 0.6×	144 0.9×	101 0.7×	114	1.7k
Marco Carone United States	25	200 0.7×	119 0.4×	135 0.7×	319 1.9×	249 1.8×	81	2.0k
Luisa Bernardinelli Italy	24	190 0.7×	120 0.5×	111 0.6×	448 2.7×	161 1.2×	96	2.6k
Cristina Montomoli Italy	31	279 1.0×	142 0.5×	142 0.7×	558 3.3×	192 1.4×	122	3.3k
Andrea L. Schaffer Australia	19	354 1.2×	147 0.6×	160 0.8×	285 1.7×	144 1.1×	75	1.7k
Sander Greenland United States	16	269 0.9×	126 0.5×	122 0.6×	156 0.9×	124 0.9×	18	1.7k
Deborah H. Glueck United States	24	522 1.8×	176 0.7×	698 3.5×	175 1.0×	214 1.6×	118	2.6k
Jing Cheng United States	23	288 1.0×	103 0.4×	149 0.7×	146 0.9×	106 0.8×	79	2.3k

Countries citing papers authored by Benito van der Zander

Since Specialization

Citations

This map shows the geographic impact of Benito van der Zander's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Benito van der Zander with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benito van der Zander more than expected).

Fields of papers citing papers by Benito van der Zander

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benito van der Zander. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Benito van der Zander. The network helps show where Benito van der Zander may publish in the future.

Co-authorship network of co-authors of Benito van der Zander

This figure shows the co-authorship network connecting the top 25 collaborators of Benito van der Zander. A scholar is included among the top collaborators of Benito van der Zander based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Benito van der Zander. Benito van der Zander is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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11 of 11 papers shown

1.

Zander, Benito van der, et al.. (2024). Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs. Proceedings of the AAAI Conference on Artificial Intelligence. 38(18). 20577–20584. 1 indexed citations

2.

Zander, Benito van der, Markus Bläser, & Maciej Liśkiewicz. (2023). The Hardness of Reasoning about Probabilities and Causality. 5730–5738. 1 indexed citations

3.

Zander, Benito van der & Maciej Liśkiewicz. (2019). Finding Minimal d-separators in Linear Time and Applications.. Uncertainty in Artificial Intelligence. 637–647. 1 indexed citations

4.

Zander, Benito van der, Maciej Liśkiewicz, & Johannes Textor. (2019). Separators and adjustment sets in causal graphs: Complete criteria and an algorithmic framework. Artificial Intelligence. 270. 1–40. 14 indexed citations

5.

Zander, Benito van der & Maciej Liśkiewicz. (2016). On Searching for Generalized Instrumental Variables. International Conference on Artificial Intelligence and Statistics. 1214–1222. 6 indexed citations

6.

Textor, Johannes, Benito van der Zander, Mark S. Gilthorpe, Maciej Liśkiewicz, & George T. H. Ellison. (2016). Robust causal inference using directed acyclic graphs: the R package ‘dagitty’. International Journal of Epidemiology. 45(6). dyw341–dyw341. 1526 indexed citations breakdown →

7.

Zander, Benito van der & Maciej Liśkiewicz. (2016). Separators and Adjustment Sets in Markov Equivalent DAGs. Proceedings of the AAAI Conference on Artificial Intelligence. 30(1). 10 indexed citations

8.

Zander, Benito van der, Johannes Textor, & Maciej Liśkiewicz. (2015). Efficiently finding conditional instruments for causal inference. Utrecht University Repository (Utrecht University). 3243–3249. 9 indexed citations

9.

Zander, Benito van der. (2014). Extending XQuery with pattern matching over XML, HTML and JSON, and its usage for data mining. Balisage series on markup technologies. 13.

10.

Zander, Benito van der, Maciej Liśkiewicz, & Johannes Textor. (2014). Constructing separators and adjustment sets in ancestral graphs. Uncertainty in Artificial Intelligence. 11–24. 30 indexed citations

11.

Floros, George, Benito van der Zander, & Bastian Leibe. (2013). OpenStreetSLAM: Global vehicle localization using OpenStreetMaps. 1054–1059. 106 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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