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Researcher · Deakin University · Australia

Douglas Creighton

Douglas Creighton publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Control and Systems Engineering, on topics such as Neural Networks and Applications, EEG and Brain-Computer Interfaces and Fault Detection and Control Systems.

ORCID 0000-0002-9217-1231 OpenAlex
World rank
#564,191
of 7,710,434 ranked researchers
Rank in Australia
#19,384
of 140,210
Works
134
Citations
3.6k
Citations per work
27.1
h-index
27
i10-index 54Top 6.4% in Artificial Intelligence
Douglas Creighton

What does Douglas Creighton research?

Douglas Creighton's work is mostly in Computer Science (26%), Engineering (18%), Neuroscience (7%).

Everything else: 60 works · 45.0% of their workPhysical Sciences: 59 works · 43.7% of their workComputer Science: 35 works · 26.0% of their workArtificial Intelligence: 18 works · 13.4% of their workComputer Vision and Pattern Recognition: 17 works · 12.6% of their workEngineering: 24 works · 17.7% of their workControl and Systems Engineering: 17 works · 12.6% of their workMedia Technology: 7 works · 5.1% of their workLife Sciences: 9 works · 7.0% of their workNeuroscience: 9 works · 7.0% of their workCognitive Neuroscience: 9 works · 7.0% of their workSocial Sciences: 6 works · 4.3% of their workDecision Sciences: 6 works · 4.3% of their workManagement Science and Operations Research: 6 works · 4.3% of their workTHEIR WORKDouglas Creighton134works
Life Sciences7%Physical Sciences44%Social Sciences4%

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. Everything else6045.0%
    1. Computer Science3526.0%
    2. Engineering2417.7%
    1. Neuroscience97.0%
    1. Decision Sciences64.3%
  1. 1Artificial Intelligence13% of their works
  2. 2Computer Vision and Pattern Recognition13% of their works
  3. 3Control and Systems Engineering13% of their works
  4. 4Cognitive Neuroscience7% of their works
  5. 5Media Technology5% of their works
  6. 6Management Science and Operations Research4% of their works

Research topics

Which keywords describe Douglas Creighton's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Self-Organizing Maps, Brain-Computer Interfaces, EEG Analysis, Fault Detection and Process Monitoring.

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. Deep Learning313 topics
  2. Machine Learning202 topics
  3. Neural Networks141 topic
  4. Self-Organizing Maps141 topic
  5. Brain-Computer Interfaces131 topic
  6. EEG Analysis131 topic
  7. Fault Detection111 topic
  8. Process Monitoring111 topic
  9. Model Predictive Control101 topic
  10. Optimization101 topic
  11. Fuzzy Logic Systems91 topic
  12. Hyperspectral91 topic
  13. Image Analysis91 topic
  14. Type-2 Fuzzy Sets91 topic
  15. Character Animation81 topic
  16. Manufacturing81 topic
  17. Motion Synthesis81 topic
  18. Scheduling81 topic

Where does Douglas Creighton work?

Douglas Creighton's main affiliation in the publication record is Deakin University, Australia.

How many publications and citations does Douglas Creighton have?

OpenAlex counts 134 works and 3,627 citations for Douglas Creighton, an h-index of 27, ranking #564,191 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.

Other researchers named Douglas Creighton

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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