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Researcher · University of Konstanz · Germany

Michael R. Berthold

Michael R. Berthold publishes mostly in Artificial Intelligence, Information Systems and Signal Processing, on topics such as Data Mining Algorithms and Applications, Fuzzy Logic and Control Systems and Data Management and Algorithms.

ORCID 0000-0001-9095-3283 OpenAlex
World rank
#256,215
of 1,633,909 ranked researchers
Rank in Germany
#15,442
of 86,443
Works
66
Citations
224
Citations per work
3.4

What does Michael R. Berthold research?

Artificial Intelligence: 28.2%Information Systems: 14.1%Signal Processing: 11.3%Management Science and Operations Research: 8.5%other fields: 37.9%28%top field
Artificial Intelligence28.2%Information Systems14.1%Signal Processing11.3%Management Science and Operations Research8.5%other fields37.9%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence28% of their works
  2. 2Information Systems14% of their works
  3. 3Signal Processing11% of their works
  4. 4Management Science and Operations Research8% of their works
  5. 5Computational Theory and Mathematics8% of their works
  6. 6Marketing6% of their works

Research topics

Which keywords describe Michael R. Berthold's research?

The keywords of their largest research topics: Machine Learning, Data Mining, Frequent Patterns, Deep Learning, Fuzzy Logic Systems, GPS Trajectories, Trajectory Data Mining and Type-2 Fuzzy Sets.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 18 words, with their numbers
  1. Machine Learning142 topics
  2. Data Mining91 topic
  3. Frequent Patterns91 topic
  4. Deep Learning62 topics
  5. Fuzzy Logic Systems51 topic
  6. GPS Trajectories51 topic
  7. Trajectory Data Mining51 topic
  8. Type-2 Fuzzy Sets51 topic
  9. Granular Computing41 topic
  10. Rough Sets41 topic
  11. Analytic Hierarchy Process31 topic
  12. Clustering31 topic
  13. Neural Networks31 topic
  14. Self-Organizing Maps31 topic
  15. TOPSIS31 topic
  16. Time Series31 topic
  17. Ontology21 topic
  18. Semantic Web21 topic

Where does Michael R. Berthold work?

Michael R. Berthold's main affiliation in the publication record is University of Konstanz, Germany.

How many publications and citations does Michael R. Berthold have?

Science Explorer counts 66 works and 224 citations for Michael R. Berthold, ranking #256,215 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.