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Researcher · Siemens (Germany) · Germany

Denis Krompaß

Denis Krompaß publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Privacy-Preserving Technologies in Data, Domain Adaptation and Few-Shot Learning and Topic Modeling.

ORCID 0009-0000-0249-0048 OpenAlex
World rank
#610,621
of 7,710,434 ranked researchers
Rank in Germany
#30,045
of 364,343
Works
42
Citations
3k
Citations per work
71.1
h-index
15
i10-index 20Top 22% in Artificial Intelligence
Denis Krompaß

What does Denis Krompaß research?

Denis Krompaß's work is mostly in Computer Science (58%), Biochemistry, Genetics and Molecular Biology (8%), Decision Sciences (5%).

Physical Sciences: 26 works · 62.3% of their workComputer Science: 24 works · 57.9% of their workArtificial Intelligence: 17 works · 41.2% of their workComputer Vision and Pattern Recognition: 5 works · 12.3% of their workSignal Processing: 2 works · 4.4% of their workMathematics: 2 works · 4.4% of their workComputational Mathematics: 2 works · 4.4% of their workEverything else: 10 works · 24.5% of their workLife Sciences: 3 works · 7.9% of their workBiochemistry, Genetics and Molecular Biology: 3 works · 7.9% of their workMolecular Biology: 3 works · 7.9% of their workSocial Sciences: 2 works · 5.3% of their workDecision Sciences: 2 works · 5.3% of their workManagement Science and Operations Research: 2 works · 5.3% of their workTHEIR WORKDenis Krompaß42works
Life Sciences8%Physical Sciences62%Social Sciences5%

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 Science2457.9%
    2. Mathematics24.4%
  2. Everything else1024.5%
    1. Biochemistry, Genetics and Molecular Biology37.9%
    1. Decision Sciences25.3%
  1. 1Artificial Intelligence41% of their works
  2. 2Computer Vision and Pattern Recognition12% of their works
  3. 3Molecular Biology8% of their works
  4. 4Management Science and Operations Research5% of their works
  5. 5Signal Processing4% of their works
  6. 6Computational Mathematics4% of their works

Research topics

Which keywords describe Denis Krompaß's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Representation Learning, Semi-Supervised Learning, Neural Networks, Differential Privacy, Federated Learning and Domain Adaptation.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 21 words, with their numbers
  1. Deep Learning214 topics
  2. Machine Learning152 topics
  3. Representation Learning152 topics
  4. Semi-Supervised Learning152 topics
  5. Neural Networks132 topics
  6. Differential Privacy101 topic
  7. Federated Learning101 topic
  8. Domain Adaptation91 topic
  9. Transfer Learning91 topic
  10. Machine Translation71 topic
  11. Word Representation71 topic
  12. Graph Neural Networks61 topic
  13. Image Captioning61 topic
  14. Knowledge Graph Embedding61 topic
  15. Visual Question Answering61 topic
  16. Electronic Health Records51 topic
  17. Healthcare51 topic
  18. Multilinear Algebra51 topic
  19. Tensor Decomposition51 topic
  20. Action Recognition41 topic
  21. Pose Estimation41 topic

Where does Denis Krompaß work?

Denis Krompaß's main affiliation in the publication record is Siemens (Germany), Germany.

How many publications and citations does Denis Krompaß have?

OpenAlex counts 42 works and 2,986 citations for Denis Krompaß, an h-index of 15, ranking #610,621 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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.

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