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Researcher · National Taipei University · Taiwan

Nilantha Premakumara

Nilantha Premakumara publishes mostly in Artificial Intelligence, Cognitive Neuroscience and Computer Vision and Pattern Recognition, on topics such as Sleep and Wakefulness Research, Adversarial Robustness in Machine Learning and Advanced Neural Network Applications.

ORCID 0000-0003-1624-0458 OpenAlex
World rank
#5,777,761
of 7,710,434 ranked researchers
Rank in Taiwan
#44,691
of 57,035
Works
15
Citations
64
Citations per work
4.3
h-index
3
i10-index 1Top 95% in Artificial Intelligence
Nilantha Premakumara

What does Nilantha Premakumara research?

Nilantha Premakumara's work is mostly in Computer Science (40%), Neuroscience (12%), Psychology (10%).

Physical Sciences: 6 works · 40.5% of their workComputer Science: 6 works · 40.5% of their workArtificial Intelligence: 4 works · 26.2% of their workComputer Vision and Pattern Recognition: 1 works · 9.5% of their workComputer Networks and Communications: 1 works · 4.8% of their workEverything else: 5 works · 33.3% of their workSocial Sciences: 2 works · 14.3% of their workPsychology: 1 works · 9.5% of their workExperimental and Cognitive Psychology: 1 works · 9.5% of their workSocial Sciences: 1 works · 4.8% of their workSociology and Political Science: 1 works · 4.8% of their workLife Sciences: 2 works · 11.9% of their workNeuroscience: 2 works · 11.9% of their workCognitive Neuroscience: 2 works · 11.9% of their workTHEIR WORKNilanthaPremakumara15works
Life Sciences12%Physical Sciences40%Social Sciences14%

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 Science640.5%
  2. Everything else533.3%
    1. Psychology19.5%
    2. Social Sciences14.8%
    1. Neuroscience211.9%
  1. 1Artificial Intelligence26% of their works
  2. 2Cognitive Neuroscience12% of their works
  3. 3Computer Vision and Pattern Recognition10% of their works
  4. 4Experimental and Cognitive Psychology10% of their works
  5. 5Sociology and Political Science5% of their works
  6. 6Computer Networks and Communications5% of their works

Research topics

Which keywords describe Nilantha Premakumara's research?

The keywords of their largest research topics: Neural Networks, Circadian Rhythms, Deep Learning, Adversarial Examples, Convolutional Neural Networks, Image Recognition, Insomnia and Memory.

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. Neural Networks73 topics
  2. Circadian Rhythms62 topics
  3. Deep Learning62 topics
  4. Adversarial Examples31 topic
  5. Convolutional Neural Networks31 topic
  6. Image Recognition31 topic
  7. Insomnia31 topic
  8. Memory31 topic
  9. Robustness31 topic
  10. Sleep31 topic
  11. Sleep Duration31 topic
  12. Automatic21 topic
  13. Brain-Computer Interfaces21 topic
  14. EEG Analysis21 topic
  15. Extraction21 topic
  16. Machine Translation21 topic
  17. Neural Machine Translation21 topic
  18. Statistical Machine Translation21 topic
  19. Word Representation21 topic

Where does Nilantha Premakumara work?

Nilantha Premakumara's main affiliation in the publication record is National Taipei University, Taiwan.

How many publications and citations does Nilantha Premakumara have?

OpenAlex counts 15 works and 64 citations for Nilantha Premakumara, an h-index of 3, ranking #5,777,761 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.

Discussion

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