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Researcher · Statistisches Bundesamt · Germany

Florian Dumpert

Florian Dumpert publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Statistical Methods and Inference, Statistical Methods and Bayesian Inference and Machine Learning and Data Classification.

ORCID 0009-0005-4842-4982 OpenAlex
World rank
#3,750,818
of 7,710,434 ranked researchers
Rank in Germany
#188,013
of 364,343
Works
36
Citations
108
Citations per work
3.0
h-index
6
i10-index 4Top 74% in Artificial Intelligence
Florian Dumpert

What does Florian Dumpert research?

Florian Dumpert's work is mostly in Computer Science (36%), Mathematics (24%), Arts and Humanities (5%).

Physical Sciences: 22 works · 60.1% of their workComputer Science: 13 works · 36.3% of their workArtificial Intelligence: 10 works · 27.5% of their workComputer Vision and Pattern Recognition: 3 works · 8.8% of their workMathematics: 9 works · 23.8% of their workStatistics and Probability: 9 works · 23.8% of their workEverything else: 10 works · 27.3% of their workSocial Sciences: 3 works · 8.8% of their workArts and Humanities: 2 works · 5.0% of their workHistory and Philosophy of Science: 2 works · 5.0% of their workDecision Sciences: 1 works · 3.8% of their workManagement Science and Operations Research: 1 works · 3.8% of their workHealth Sciences: 1 works · 3.8% of their workHealth Professions: 1 works · 3.8% of their workGeneral Health Professions: 1 works · 3.8% of their workTHEIR WORKFlorian Dumpert36works
Physical Sciences60%Health Sciences4%Social Sciences9%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science1336.3%
    2. Mathematics923.8%
  2. Everything else1027.3%
    1. Arts and Humanities25.0%
    2. Decision Sciences13.8%
    1. Health Professions13.8%
  1. 1Artificial Intelligence28% of their works
  2. 2Statistics and Probability24% of their works
  3. 3Computer Vision and Pattern Recognition9% of their works
  4. 4History and Philosophy of Science5% of their works
  5. 5Management Science and Operations Research4% of their works
  6. 6General Health Professions4% of their works

Research topics

Which keywords describe Florian Dumpert's research?

The keywords of their largest research topics: Classification, Ensemble Methods, Statistical Analysis, Regularization, Variable Selection, Bayesian Modeling, Multiple Imputation and Data Science.

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 19 words, with their numbers
  1. Classification72 topics
  2. Ensemble Methods72 topics
  3. Statistical Analysis72 topics
  4. Regularization61 topic
  5. Variable Selection61 topic
  6. Bayesian Modeling51 topic
  7. Multiple Imputation51 topic
  8. Data Science41 topic
  9. Dimensionality Reduction41 topic
  10. Education41 topic
  11. Face Recognition41 topic
  12. Hyperparameter Optimization41 topic
  13. Noisy Labels41 topic
  14. Research41 topic
  15. Statistics Anxiety41 topic
  16. Data Visualization31 topic
  17. Imbalanced Data31 topic
  18. R language31 topic
  19. SMOTE31 topic

Where does Florian Dumpert work?

Florian Dumpert's main affiliation in the publication record is Statistisches Bundesamt, Germany.

How many publications and citations does Florian Dumpert have?

OpenAlex counts 36 works and 108 citations for Florian Dumpert, an h-index of 6, ranking #3,750,818 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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