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Researcher · RWTH Aachen University · Germany

Franz Josef Och

Franz Josef Och publishes mostly in Artificial Intelligence, Molecular Biology and Genetics, on topics such as Natural Language Processing Techniques, Topic Modeling and Speech and dialogue systems.

OpenAlex
World rank
#29,649
of 7,710,434 ranked researchers
Rank in Germany
#1,730
of 364,343
Works
71
Citations
21k
Citations per work
295.8
h-index
43
i10-index 58Top 1.7% in Artificial Intelligence
Franz Josef Och

What does Franz Josef Och research?

Franz Josef Och's work is mostly in Computer Science (90%), Biochemistry, Genetics and Molecular Biology (8%).

Physical Sciences: 64 works · 90.2% of their workComputer Science: 64 works · 90.2% of their workArtificial Intelligence: 60 works · 84.8% of their workComputer Vision and Pattern Recognition: 3 works · 3.9% of their workComputer Networks and Communications: 1 works · 1.0% of their workInformation Systems: 0 works · 0.5% of their workLife Sciences: 6 works · 7.8% of their workBiochemistry, Genetics and Molecular Biology: 6 works · 7.8% of their workGenetics: 3 works · 3.9% of their workMolecular Biology: 3 works · 3.9% of their workEverything else: 1 works · 2.0% of their workTHEIR WORKFranz Josef Och71works
Life Sciences8%Physical Sciences90%

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 Science6490.2%
    1. Biochemistry, Genetics and Molecular Biology67.8%
  3. Everything else12.0%
  1. 1Artificial Intelligence85% of their works
  2. 2Molecular Biology4% of their works
  3. 3Genetics4% of their works
  4. 4Computer Vision and Pattern Recognition4% of their works
  5. 5Computer Networks and Communications1% of their works
  6. 6Information Systems0% of their works

Research topics

Which keywords describe Franz Josef Och's research?

The keywords of their largest research topics: Neural Networks, Neural Machine Translation, Statistical Machine Translation, Machine Translation, Word Representation, Markov Decision Processes, Spoken Dialogue Systems and Compression.

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 17 words, with their numbers
  1. Neural Networks673 topics
  2. Neural Machine Translation621 topic
  3. Statistical Machine Translation621 topic
  4. Machine Translation581 topic
  5. Word Representation581 topic
  6. Markov Decision Processes161 topic
  7. Spoken Dialogue Systems161 topic
  8. Compression91 topic
  9. Suffix Arrays91 topic
  10. Ontology71 topic
  11. Semantic Web71 topic
  12. Readability Assessment51 topic
  13. Text Simplification51 topic
  14. Handwriting Recognition41 topic
  15. RNA-Seq41 topic
  16. Text Detection41 topic
  17. sequence alignment41 topic

Where does Franz Josef Och work?

Franz Josef Och's main affiliation in the publication record is RWTH Aachen University, Germany.

How many publications and citations does Franz Josef Och have?

OpenAlex counts 71 works and 21,002 citations for Franz Josef Och, an h-index of 43, ranking #29,649 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.

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