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Researcher · Fraunhofer Institute for Cognitive Systems · Germany

Karsten Roscher

Karsten Roscher publishes mostly in Artificial Intelligence, Computer Networks and Communications and Electrical and Electronic Engineering, on topics such as Vehicular Ad Hoc Networks (VANETs), Adversarial Robustness in Machine Learning and Mobile Ad Hoc Networks.

ORCID 0000-0002-9458-104X OpenAlex
World rank
#6,035,231
of 7,710,434 ranked researchers
Rank in Germany
#308,295
of 364,343
Works
53
Citations
235
Citations per work
4.4
h-index
8
i10-index 8Top 56% in Artificial Intelligence
Karsten Roscher

What does Karsten Roscher research?

Karsten Roscher's work is mostly in Computer Science (63%), Engineering (22%).

Physical Sciences: 45 works · 85.8% of their workComputer Science: 34 works · 63.4% of their workArtificial Intelligence: 16 works · 30.1% of their workComputer Networks and Communications: 10 works · 19.2% of their workComputer Vision and Pattern Recognition: 7 works · 14.1% of their workEngineering: 12 works · 22.4% of their workElectrical and Electronic Engineering: 8 works · 14.7% of their workControl and Systems Engineering: 3 works · 5.1% of their workAutomotive Engineering: 1 works · 2.6% of their workEverything else: 8 works · 14.2% of their workTHEIR WORKKarsten Roscher53works
Physical Sciences86%

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 Science3463.4%
    2. Engineering1222.4%
  2. Everything else814.2%
  1. 1Artificial Intelligence30% of their works
  2. 2Computer Networks and Communications19% of their works
  3. 3Electrical and Electronic Engineering15% of their works
  4. 4Computer Vision and Pattern Recognition14% of their works
  5. 5Control and Systems Engineering5% of their works
  6. 6Automotive Engineering3% of their works

Research topics

Which keywords describe Karsten Roscher's research?

The keywords of their largest research topics: Deep Learning, Routing Protocols, Neural Networks, Mobile Ad Hoc Networks, Mobility Models, DSRC Standards, Vehicular Ad Hoc Networks and Adversarial Examples.

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 21 words, with their numbers
  1. Deep Learning414 topics
  2. Routing Protocols322 topics
  3. Neural Networks283 topics
  4. Mobile Ad Hoc Networks242 topics
  5. Mobility Models242 topics
  6. DSRC Standards191 topic
  7. Vehicular Ad Hoc Networks191 topic
  8. Adversarial Examples141 topic
  9. Robustness141 topic
  10. Ad Hoc Networks131 topic
  11. Convolutional Neural Networks131 topic
  12. Image Recognition131 topic
  13. Wireless Mesh Networks131 topic
  14. Delay-Tolerant Networks111 topic
  15. Opportunistic Routing111 topic
  16. Anomaly Detection101 topic
  17. Unsupervised101 topic
  18. Hyperparameter Optimization51 topic
  19. Noisy Labels51 topic
  20. Reinforcement Learning41 topic
  21. Robotics41 topic

Where does Karsten Roscher work?

Karsten Roscher's main affiliation in the publication record is Fraunhofer Institute for Cognitive Systems, Germany.

How many publications and citations does Karsten Roscher have?

OpenAlex counts 53 works and 235 citations for Karsten Roscher, an h-index of 8, ranking #6,035,231 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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