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Researcher · Hasso Plattner Institute · Germany

Dustin Lange

Dustin Lange publishes mostly in Artificial Intelligence, Management Science and Operations Research and Signal Processing, on topics such as Data Quality and Management, Data Management and Algorithms and Advanced Database Systems and Queries.

OpenAlex
World rank
#1,598,861
of 7,710,434 ranked researchers
Rank in Germany
#78,847
of 364,343
Works
22
Citations
794
Citations per work
36.1
h-index
13
i10-index 15Top 28% in Artificial Intelligence
Dustin Lange

What does Dustin Lange research?

Dustin Lange's work is mostly in Computer Science (54%), Decision Sciences (15%), Mathematics (3%).

Physical Sciences: 13 works · 57.5% of their workComputer Science: 12 works · 54.5% of their workArtificial Intelligence: 7 works · 31.8% of their workSignal Processing: 2 works · 10.6% of their workComputer Networks and Communications: 2 works · 7.6% of their workInformation Systems: 1 works · 4.5% of their workMathematics: 1 works · 3.0% of their workStatistics and Probability: 1 works · 3.0% of their workEverything else: 6 works · 27.3% of their workSocial Sciences: 3 works · 15.2% of their workDecision Sciences: 3 works · 15.2% of their workManagement Science and Operations Research: 3 works · 15.2% of their workTHEIR WORKDustin Lange22works
Physical Sciences58%Social Sciences15%

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 Science1254.5%
    2. Mathematics13.0%
  2. Everything else627.3%
    1. Decision Sciences315.2%
  1. 1Artificial Intelligence32% of their works
  2. 2Management Science and Operations Research15% of their works
  3. 3Signal Processing11% of their works
  4. 4Computer Networks and Communications8% of their works
  5. 5Information Systems4% of their works
  6. 6Statistics and Probability3% of their works

Research topics

Which keywords describe Dustin Lange's research?

The keywords of their largest research topics: Data Integration, Data Cleaning, Record Linkage, GPS Trajectories, Trajectory Data Mining, Continuous Queries, Data Stream Management and Neural Machine Translation.

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. Data Integration132 topics
  2. Data Cleaning101 topic
  3. Record Linkage101 topic
  4. GPS Trajectories61 topic
  5. Trajectory Data Mining61 topic
  6. Continuous Queries51 topic
  7. Data Stream Management51 topic
  8. Neural Machine Translation31 topic
  9. Ontology31 topic
  10. Semantic Web31 topic
  11. Statistical Machine Translation31 topic
  12. Differential Privacy21 topic
  13. Federated Learning21 topic
  14. Hyperparameter Optimization21 topic
  15. Neural Networks21 topic
  16. Noisy Labels21 topic
  17. Word Representation21 topic

Where does Dustin Lange work?

Dustin Lange's main affiliation in the publication record is Hasso Plattner Institute, Germany.

How many publications and citations does Dustin Lange have?

OpenAlex counts 22 works and 794 citations for Dustin Lange, an h-index of 13, ranking #1,598,861 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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