Thomas Bartz–Beielstein

4.6k total citations · 1 hit paper
104 papers, 2.3k citations indexed

About

Thomas Bartz–Beielstein is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Management Science and Operations Research. According to data from OpenAlex, Thomas Bartz–Beielstein has authored 104 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 64 papers in Artificial Intelligence, 49 papers in Computational Theory and Mathematics and 13 papers in Management Science and Operations Research. Recurrent topics in Thomas Bartz–Beielstein's work include Advanced Multi-Objective Optimization Algorithms (48 papers), Metaheuristic Optimization Algorithms Research (44 papers) and Evolutionary Algorithms and Applications (37 papers). Thomas Bartz–Beielstein is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (48 papers), Metaheuristic Optimization Algorithms Research (44 papers) and Evolutionary Algorithms and Applications (37 papers). Thomas Bartz–Beielstein collaborates with scholars based in Germany, United Kingdom and Netherlands. Thomas Bartz–Beielstein's co-authors include Steffen Möritz, Mike Preuß, Martin Zaefferer, Christian W. G. Lasarczyk, Michael N. Vrahatis, Konstantinos E. Parsopoulos, Jörg Stork, Jörn Mehnen, Sandor Markon and Olaf Mersmann and has published in prestigious journals such as IEEE Transactions on Evolutionary Computation, Applied Soft Computing and The International Journal of Advanced Manufacturing Technology.

In The Last Decade

Thomas Bartz–Beielstein

95 papers receiving 2.1k citations

Hit Papers

imputeTS: Time Series Missing Value Imputation in R 2017 2026 2020 2023 2017 200 400 600
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.

  1. imputeTS: Time Series Missing Value Imputation in R
    2017 611 citations Thomas Bartz–Beielstein et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Thomas Bartz–Beielstein Germany 21 1.0k 733 274 242 178 104 2.3k
Michael J. Walsh United States 15 1.1k 1.0× 496 0.7× 141 0.5× 88 0.4× 146 0.8× 35 2.4k
Abdollah Homaifar United States 22 1.2k 1.1× 429 0.6× 168 0.6× 141 0.6× 702 3.9× 199 2.8k
Joaquin Vanschoren Netherlands 24 1.7k 1.7× 285 0.4× 109 0.4× 187 0.8× 118 0.7× 77 2.9k
Lars Kotthoff United States 11 859 0.8× 208 0.3× 127 0.5× 155 0.6× 72 0.4× 50 1.9k
Hugh Chipman Canada 22 801 0.8× 440 0.6× 106 0.4× 551 2.3× 125 0.7× 48 2.5k
Xiao‐Zhu Xie China 8 1.4k 1.3× 194 0.3× 77 0.3× 122 0.5× 186 1.0× 21 2.6k
Hong Zhang China 29 435 0.4× 140 0.2× 398 1.5× 406 1.7× 205 1.2× 146 2.8k
Wali Khan Mashwani Pakistan 24 663 0.6× 431 0.6× 58 0.2× 186 0.8× 141 0.8× 138 2.0k
William I. Notz United States 22 672 0.6× 1.7k 2.3× 262 1.0× 1.4k 5.8× 193 1.1× 48 3.4k
Leslie M. Moore United States 12 250 0.2× 729 1.0× 167 0.6× 618 2.6× 88 0.5× 28 2.5k

Countries citing papers authored by Thomas Bartz–Beielstein

Since Specialization
Citations

This map shows the geographic impact of Thomas Bartz–Beielstein'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 Thomas Bartz–Beielstein with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Thomas Bartz–Beielstein more than expected).

Fields of papers citing papers by Thomas Bartz–Beielstein

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Thomas Bartz–Beielstein. 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 Thomas Bartz–Beielstein. The network helps show where Thomas Bartz–Beielstein may publish in the future.

Co-authorship network of co-authors of Thomas Bartz–Beielstein

This figure shows the co-authorship network connecting the top 25 collaborators of Thomas Bartz–Beielstein. A scholar is included among the top collaborators of Thomas Bartz–Beielstein 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 Thomas Bartz–Beielstein. Thomas Bartz–Beielstein is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Bartz–Beielstein, Thomas, et al.. (2024). Online Machine Learning. 4 indexed citations
2.
Bartz–Beielstein, Thomas, et al.. (2023). Hyperparameter Tuning for Machine and Deep Learning with R. 22 indexed citations
3.
Zaefferer, Martin, et al.. (2022). Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm. IEEE Transactions on Evolutionary Computation. 26(6). 1365–1379. 2 indexed citations
4.
Fischbach, Andreas, et al.. (2020). CAAI—a cognitive architecture to introduce artificial intelligence in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology. 111(1-2). 609–626. 13 indexed citations
5.
Fischbach, Andreas & Thomas Bartz–Beielstein. (2020). Improving the reliability of test functions generators. Applied Soft Computing. 92. 106315–106315. 4 indexed citations
6.
Bartz–Beielstein, Thomas, Bogdan Filipič, Peter Korošec, & El‐Ghazali Talbi. (2019). High-Performance Simulation-Based Optimization. Studies in computational intelligence. 36 indexed citations
7.
Zaefferer, Martin, et al.. (2018). Comparison of parallel surrogate-assisted optimization approaches. Proceedings of the Genetic and Evolutionary Computation Conference. 1348–1355. 18 indexed citations
8.
Bartz–Beielstein, Thomas, et al.. (2017). In a Nutshell: Sequential Parameter Optimization. 3 indexed citations
9.
Zaefferer, Martin, Andreas Fischbach, Boris Naujoks, & Thomas Bartz–Beielstein. (2017). Simulation-based test functions for optimization algorithms. Proceedings of the Genetic and Evolutionary Computation Conference. 905–912. 2 indexed citations
10.
Bartz–Beielstein, Thomas, Juergen Branke, Jörn Mehnen, & Olaf Mersmann. (2014). Evolutionary Algorithms. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery. 4(3). 178–195. 69 indexed citations
11.
Bartz–Beielstein, Thomas, Mike Preuß, & Martin Zaefferer. (2012). Statistical analysis of optimization algorithms with R. 1259–1286. 1 indexed citations
12.
Koch, Patrick, et al.. (2010). Optimization of Support Vector Regression Models for Stormwater Prediction. Journal of Neurological Surgery Part A Central European Neurosurgery. 74(1). 29–46. 1 indexed citations
13.
Bartz–Beielstein, Thomas. (2010). Experimental Methods for the Analysis of Optimization Algorithms. University of Southern Denmark Research Portal (University of Southern Denmark). 254 indexed citations
14.
Bartz–Beielstein, Thomas. (2010). Experimental Research in Evolutionary Computation: The New Experimentalism (Natural Computing Series). 69 indexed citations
15.
Bartz–Beielstein, Thomas, et al.. (2009). Genetic Programming Applied to Predictive Control in Environmental Engineering. ANZ Journal of Surgery. 89(4). E160–E161. 4 indexed citations
16.
Bartz–Beielstein, Thomas, María J. Blesa, Christian Blum, et al.. (2007). Hybrid metaheuristics : 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007 : proceedings. Springer eBooks. 3 indexed citations
17.
Bartz–Beielstein, Thomas, et al.. (2006). The Impact of Group Reputation in Multiagent Environments. 1224–1231. 2 indexed citations
18.
Markon, Sandor, Hiroshi Kise, Hajime Kita, & Thomas Bartz–Beielstein. (2006). Control of Traffic Systems in Buildings. Advances in industrial control. 6 indexed citations
19.
Bartz–Beielstein, Thomas, et al.. (2006). Moderne Methoden zur experimentellen Analyse evolutionärer Verfahren. 1 indexed citations
20.
Bartz–Beielstein, Thomas, et al.. (2004). Designing particle swarm optimization with regression trees. Technische Universität Dortmund Eldorado (Technische Universität Dortmund). 4 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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