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Researcher · University of Illinois Urbana-Champaign · United States

Stephen Macke

Stephen Macke publishes mostly in Artificial Intelligence, Computer Networks and Communications and Information Systems and Management, on topics such as Scientific Computing and Data Management, Advanced Database Systems and Queries and Machine Learning and Algorithms.

OpenAlex
World rank
#2,296,259
of 7,710,434 ranked researchers
Rank in United States
#685,175
of 1,627,098
Works
16
Citations
411
Citations per work
25.7
h-index
8
i10-index 7Top 56% in Artificial Intelligence
Stephen Macke

What does Stephen Macke research?

Stephen Macke's work is mostly in Computer Science (73%), Decision Sciences (15%).

Physical Sciences: 12 works · 73.0% of their workComputer Science: 12 works · 73.0% of their workArtificial Intelligence: 6 works · 35.4% of their workComputer Networks and Communications: 3 works · 16.7% of their workInformation Systems: 2 works · 10.4% of their workSignal Processing: 1 works · 6.3% of their workSoftware: 1 works · 4.2% of their workSocial Sciences: 2 works · 14.6% of their workDecision Sciences: 2 works · 14.6% of their workInformation Systems and Management: 2 works · 14.6% of their workEverything else: 2 works · 12.4% of their workTHEIR WORKStephen Macke16works
Physical Sciences73%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 Science1273.0%
    1. Decision Sciences214.6%
  3. Everything else212.4%
  1. 1Artificial Intelligence35% of their works
  2. 2Computer Networks and Communications17% of their works
  3. 3Information Systems and Management15% of their works
  4. 4Information Systems10% of their works
  5. 5Signal Processing6% of their works
  6. 6Software4% of their works

Research topics

Which keywords describe Stephen Macke's research?

The keywords of their largest research topics: Reproducibility, Scientific Workflows, Deep Learning, Continuous Queries, Data Stream Management, Deep Neural Networks, Active Learning and Distributed Storage.

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 18 words, with their numbers
  1. Reproducibility71 topic
  2. Scientific Workflows71 topic
  3. Deep Learning52 topics
  4. Continuous Queries41 topic
  5. Data Stream Management41 topic
  6. Deep Neural Networks42 topics
  7. Active Learning31 topic
  8. Distributed Storage31 topic
  9. GPS Trajectories31 topic
  10. Machine Learning31 topic
  11. Network Coding31 topic
  12. Trajectory Data Mining31 topic
  13. Anomaly Detection21 topic
  14. Hyperparameter Optimization21 topic
  15. Interpretable Models21 topic
  16. Machine Learning Interpretability21 topic
  17. Noisy Labels21 topic
  18. Unsupervised21 topic

Where does Stephen Macke work?

Stephen Macke's main affiliation in the publication record is University of Illinois Urbana-Champaign, United States.

How many publications and citations does Stephen Macke have?

OpenAlex counts 16 works and 411 citations for Stephen Macke, an h-index of 8, ranking #2,296,259 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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