Frank Klawonn

10.4k total citations · 2 hit papers
273 papers, 5.4k citations indexed

About

Frank Klawonn is a scholar working on Artificial Intelligence, Molecular Biology and Epidemiology. According to data from OpenAlex, Frank Klawonn has authored 273 papers receiving a total of 5.4k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Artificial Intelligence, 40 papers in Molecular Biology and 33 papers in Epidemiology. Recurrent topics in Frank Klawonn's work include Fuzzy Logic and Control Systems (37 papers), Neural Networks and Applications (20 papers) and Fuzzy Systems and Optimization (19 papers). Frank Klawonn is often cited by papers focused on Fuzzy Logic and Control Systems (37 papers), Neural Networks and Applications (20 papers) and Fuzzy Systems and Optimization (19 papers). Frank Klawonn collaborates with scholars based in Germany, United States and Austria. Frank Klawonn's co-authors include Rudolf Kruse, Frank Höppner, Detlef Nauck, Thomas A. Runkler, V. J. Rayward‐Smith, Juan Luis Castro, Christian Borgelt, Michael R. Berthold, Siegfried Weiß and Roland Winkler and has published in prestigious journals such as Nucleic Acids Research, Nature Communications and SHILAP Revista de lepidopterología.

In The Last Decade

Frank Klawonn

249 papers receiving 5.1k citations

Hit Papers

2 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.

Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition

2000 627 citations Frank Höppner, Frank Klawonn et al. profile →
Foundations of neuro-fuzzy systems

1997 520 citations Frank Klawonn, Rudolf Kruse et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Frank Klawonn Germany	36	2.0k	807	620	518	512	273	5.4k
Constantin Aliferis United States	31	2.8k 1.4×	2.0k 2.4×	495 0.8×	546 1.1×	478 0.9×	114	6.3k
Jonathan M. Garibaldi United Kingdom	39	2.4k 1.2×	1.0k 1.3×	411 0.7×	930 1.8×	808 1.6×	274	6.5k
Ioannis Tsamardinos Greece	30	2.8k 1.4×	1.7k 2.1×	519 0.8×	561 1.1×	589 1.2×	135	5.6k
Alexander Statnikov United States	30	1.6k 0.8×	1.8k 2.2×	363 0.6×	287 0.6×	386 0.8×	83	4.6k
Yufeng Liu China	34	997 0.5×	1.0k 1.3×	236 0.4×	262 0.5×	639 1.2×	281	4.6k
Leszek Rutkowski Poland	37	1.7k 0.9×	358 0.4×	441 0.7×	206 0.4×	450 0.9×	321	5.0k
Vasant Honavar United States	39	2.8k 1.4×	3.4k 4.3×	652 1.1×	182 0.4×	785 1.5×	283	8.5k
Yi‐Ping Phoebe Chen Australia	45	1.5k 0.7×	2.1k 2.6×	639 1.0×	155 0.3×	1.0k 2.0×	389	6.9k
Hua Liu China	42	1.8k 0.9×	3.4k 4.3×	447 0.7×	117 0.2×	884 1.7×	308	10.4k
Iñaki Inza Spain	29	2.9k 1.5×	2.8k 3.4×	710 1.1×	211 0.4×	1.1k 2.1×	62	7.4k

Countries citing papers authored by Frank Klawonn

Since Specialization

Citations

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

Fields of papers citing papers by Frank Klawonn

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Frank Klawonn. 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 Frank Klawonn. The network helps show where Frank Klawonn may publish in the future.

Co-authorship network of co-authors of Frank Klawonn

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

All Works

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20 of 20 papers shown

Empting, Martin, et al.. (2025). Domain adaptable language modeling of chemical compounds identifies potent pathoblockers for Pseudomonas aeruginosa. Communications Chemistry. 8(1). 114–114.

Klawonn, Frank, et al.. (2024). Impact of virtual reality on peri-interventional pain, anxiety and distress in a pediatric oncology outpatient clinic: a randomized controlled trial. BMC Pediatrics. 24(1). 501–501. 5 indexed citations

Mikuteit, Marie, D.K. Schroder, Stephanie Heinemann, et al.. (2024). Cluster analysis of long COVID symptoms for deciphering a syndrome and its long-term consequence. Immunologic Research. 72(4). 605–613. 3 indexed citations

Klawonn, Frank, et al.. (2024). Cluster-Centered Visualization Techniques for Fuzzy Clustering Results to Judge Single Clusters. Applied Sciences. 14(3). 1102–1102. 5 indexed citations

Hoffmann, Georg & Frank Klawonn. (2023). Applied biostatistics in laboratory medicine. Journal of Laboratory Medicine. 47(4). 141–142. 1 indexed citations

Müller, Sandra, et al.. (2023). Sex‐specific differences in pain localization in female patients with endometriosis: A comparison of sexless and female human body outlines. Brain and Behavior. 13(12). e3285–e3285. 1 indexed citations

Klawonn, Frank, et al.. (2023). HiPerMAb: a tool for judging the potential of small sample size biomarker pilot studies. The International Journal of Biostatistics. 20(1). 157–167. 1 indexed citations

Fleischhacker, Michael, Gerit Theil, Jens Kollmeier, et al.. (2023). Cell-Free Methylated PTGER4 and SHOX2 Plasma DNA as a Biomarker for Therapy Monitoring and Prognosis in Advanced Stage NSCLC Patients. Diagnostics. 13(13). 2131–2131. 1 indexed citations

Schröder, Dominik, Stephanie Heinemann, Eva Hummers, et al.. (2023). Social participation during the COVID-19 pandemic in persons with a high risk for a severe course of COVID-19 – results of a longitudinal, multi-center observational study in Germany. Health Psychology and Behavioral Medicine. 11(1). 2249534–2249534. 5 indexed citations

10.

Wang, Hui, Christian Boedeker, Helena Sztajer, et al.. (2021). Dinoroseobacter shibae Outer Membrane Vesicles Are Enriched for the Chromosome Dimer Resolution Site dif. mSystems. 6(1). 6 indexed citations

11.

Berthold, Michael R., Christian Borgelt, Frank Höppner, Frank Klawonn, & Rosaria Silipo. (2020). Guide to Intelligent Data Science. 12 indexed citations

12.

Geisler, Julia, et al.. (2020). Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors. 2331–2338. 7 indexed citations

13.

Ambrosch, Andreas, et al.. (2020). Effect of a strict hygiene bundle for the prevention of nosocomial transmission of SARS-CoV-2 in the hospital: a practical approach from the field. Journal of Infection and Public Health. 13(12). 1862–1867. 12 indexed citations

14.

Mücke, Urs, et al.. (2020). Development of a Social Network for People Without a Diagnosis (RarePairs): Evaluation Study. Journal of Medical Internet Research. 22(9). e21849–e21849. 8 indexed citations

15.

Franke, Raimo, Verena Fetz, Theresia E. B. Stradal, et al.. (2019). xCELLanalyzer: A Framework for the Analysis of Cellular Impedance Measurements for Mode of Action Discovery. SLAS DISCOVERY. 24(3). 213–223. 5 indexed citations

16.

Stieber, Christiane, Martin Mücke, Lorenz Grigull, et al.. (2017). Kurze Wege zur Diagnose. Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz. 60(5). 517–522. 7 indexed citations

17.

Grigull, Lorenz, Susanne Petri, Katja Kollewe, et al.. (2016). Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial. BMC Medical Informatics and Decision Making. 16(1). 31–31. 17 indexed citations

18.

Michels, Kai, Frank Klawonn, Rudolf Kruse, & Andreas Nürnberger. (2006). Fuzzy Control: Fundamentals, Stability and Design of Fuzzy Controllers (Studies in Fuzziness and Soft Computing). Springer eBooks. 12 indexed citations

19.

Kruse, Rudolf & Frank Klawonn. (1994). Mass distributions on L -fuzzy sets and families of frames of discernment. John Wiley & Sons, Inc. eBooks. 37(3). 239–250. 2 indexed citations

20.

Kruse, Rudolf, Erhard Schwecke, & Frank Klawonn. (1991). On a tool for reasoning with mass distributions. International Joint Conference on Artificial Intelligence. 1190–1195. 1 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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