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Researcher · University College Dublin · Ireland

Pádraig Cunningham

Pádraig Cunningham publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as AI-based Problem Solving and Planning, Machine Learning and Data Classification and Complex Network Analysis Techniques.

ORCID 0000-0002-3499-0810 OpenAlex
World rank
#100,661
of 7,710,434 ranked researchers
Rank in Ireland
#229
of 21,376
Works
372
Citations
13k
Citations per work
35.9
h-index
57
i10-index 187Top 0.6% in Artificial Intelligence
Pádraig Cunningham

What does Pádraig Cunningham research?

Pádraig Cunningham's work is mostly in Computer Science (57%), Biochemistry, Genetics and Molecular Biology (6%), Physics and Astronomy (5%).

Physical Sciences: 231 works · 62.0% of their workComputer Science: 212 works · 56.9% of their workArtificial Intelligence: 132 works · 35.6% of their workInformation Systems: 32 works · 8.6% of their workComputer Vision and Pattern Recognition: 24 works · 6.4% of their workSignal Processing: 23 works · 6.3% of their workPhysics and Astronomy: 19 works · 5.1% of their workStatistical and Nonlinear Physics: 19 works · 5.1% of their workEverything else: 118 works · 31.7% of their workLife Sciences: 23 works · 6.3% of their workBiochemistry, Genetics and Molecular Biology: 23 works · 6.3% of their workMolecular Biology: 23 works · 6.3% of their workTHEIR WORKPádraigCunningham372works
Life Sciences6%Physical Sciences62%

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 Science21256.9%
    2. Physics and Astronomy195.1%
  2. Everything else11831.7%
    1. Biochemistry, Genetics and Molecular Biology236.3%
  1. 1Artificial Intelligence36% of their works
  2. 2Information Systems9% of their works
  3. 3Computer Vision and Pattern Recognition6% of their works
  4. 4Signal Processing6% of their works
  5. 5Molecular Biology6% of their works
  6. 6Statistical and Nonlinear Physics5% of their works

Research topics

Which keywords describe Pádraig Cunningham's research?

The keywords of their largest research topics: Deep Learning, Heuristic Search, Planning Systems, Feature Extraction, Hyperparameter Optimization, Neural Networks, Noisy Labels and Community Structure.

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 19 words, with their numbers
  1. Deep Learning804 topics
  2. Heuristic Search511 topic
  3. Planning Systems511 topic
  4. Feature Extraction412 topics
  5. Hyperparameter Optimization391 topic
  6. Neural Networks392 topics
  7. Noisy Labels391 topic
  8. Community Structure361 topic
  9. Network Dynamics361 topic
  10. Ontology291 topic
  11. Semantic Web291 topic
  12. Audio Signal Classification231 topic
  13. Music Information Retrieval231 topic
  14. Collaborative Filtering201 topic
  15. Matrix Factorization201 topic
  16. Backpropagation Learning191 topic
  17. Self-Organizing Maps191 topic
  18. Clustering181 topic
  19. Time Series181 topic

Where does Pádraig Cunningham work?

Pádraig Cunningham's main affiliation in the publication record is University College Dublin, Ireland.

How many publications and citations does Pádraig Cunningham have?

OpenAlex counts 372 works and 13,351 citations for Pádraig Cunningham, an h-index of 57, ranking #100,661 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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