Ralf Klinkenberg

12 papers and 520 indexed citations i.

About

Ralf Klinkenberg is a scholar working on Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering. According to data from OpenAlex, Ralf Klinkenberg has authored 12 papers receiving a total of 520 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 4 papers in Management Science and Operations Research and 2 papers in Control and Systems Engineering. Recurrent topics in Ralf Klinkenberg’s work include Adaptation to Concept Drift in Data Streams (6 papers), Machine Learning and Data Classification (5 papers) and Advanced Bandit Algorithms Research (3 papers). Ralf Klinkenberg is often cited by papers focused on Adaptation to Concept Drift in Data Streams (6 papers), Machine Learning and Data Classification (5 papers) and Advanced Bandit Algorithms Research (3 papers). Ralf Klinkenberg collaborates with scholars based in Germany, Greece and France. Ralf Klinkenberg's co-authors include Markus Hofmann, Martin Scholz, João Gama, Jesús S. Aguilar–Ruiz, Jochen Deuse, Robert S. Wallis, Alexandros–Apostolos A. Boulogeorgos, Marco Di Renzo, Angeliki Alexiou and Martin Atzmueller and has published in prestigious journals such as Intelligent Data Analysis, Chapman and Hall/CRC eBooks and Procedia CIRP.

In The Last Decade

Co-authorship network of co-authors of Ralf Klinkenberg i

Fields of papers citing papers by Ralf Klinkenberg

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Ralf Klinkenberg

Since Specialization
Citations

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

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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2025