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Researcher · University of Malta · Malta

Colin Layfield

Colin Layfield publishes mostly in Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics, on topics such as Advanced Text Analysis Techniques, Natural Language Processing Techniques and Topic Modeling.

ORCID 0000-0002-1868-4258 OpenAlex
World rank
#6,594,278
of 7,710,434 ranked researchers
Rank in Malta
#847
of 946
Works
27
Citations
57
Citations per work
2.1
h-index
5
i10-index 0Top 82% in Artificial Intelligence
Colin Layfield

What does Colin Layfield research?

Colin Layfield's work is mostly in Computer Science (59%), Physics and Astronomy (7%).

Physical Sciences: 18 works · 65.7% of their workComputer Science: 16 works · 58.9% of their workArtificial Intelligence: 9 works · 34.2% of their workInformation Systems: 3 works · 9.6% of their workComputer Networks and Communications: 1 works · 5.5% of their workComputer Vision and Pattern Recognition: 1 works · 5.5% of their workComputational Theory and Mathematics: 1 works · 4.1% of their workPhysics and Astronomy: 2 works · 6.8% of their workStatistical and Nonlinear Physics: 2 works · 6.8% of their workEverything else: 9 works · 34.3% of their workTHEIR WORKColin Layfield27works
Physical Sciences66%

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 Science1658.9%
    2. Physics and Astronomy26.8%
  2. Everything else934.3%
  1. 1Artificial Intelligence34% of their works
  2. 2Information Systems10% of their works
  3. 3Statistical and Nonlinear Physics7% of their works
  4. 4Computer Networks and Communications6% of their works
  5. 5Computer Vision and Pattern Recognition6% of their works
  6. 6Computational Theory and Mathematics4% of their works

Research topics

Which keywords describe Colin Layfield's research?

The keywords of their largest research topics: Neural Networks, Automatic, Extraction, Community Structure, Machine Translation, Network Dynamics, Neural Machine Translation and Statistical 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. Neural Networks112 topics
  2. Automatic61 topic
  3. Extraction61 topic
  4. Community Structure51 topic
  5. Machine Translation51 topic
  6. Network Dynamics51 topic
  7. Neural Machine Translation51 topic
  8. Statistical Machine Translation51 topic
  9. Word Representation51 topic
  10. Higher Education41 topic
  11. Mobile Learning41 topic
  12. Ontology41 topic
  13. Semantic Web41 topic
  14. Constraint Optimization31 topic
  15. Distributed Algorithms31 topic
  16. Information Visualization31 topic
  17. Visual Analytics31 topic

Where does Colin Layfield work?

Colin Layfield's main affiliation in the publication record is University of Malta, Malta.

How many publications and citations does Colin Layfield have?

OpenAlex counts 27 works and 57 citations for Colin Layfield, an h-index of 5, ranking #6,594,278 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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