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Researcher · Universidad EAFIT · Colombia

Luisa Fernanda Villa

Luisa Fernanda Villa publishes mostly in Cognitive Neuroscience, Mechanical Engineering and Computer Vision and Pattern Recognition, on topics such as EEG and Brain-Computer Interfaces, Machine Fault Diagnosis Techniques and Gear and Bearing Dynamics Analysis.

ORCID 0000-0003-2014-7643 OpenAlex
World rank
#2,885,693
of 7,710,434 ranked researchers
Rank in Colombia
#2,938
of 23,024
Works
23
Citations
562
Citations per work
24.4
h-index
8
i10-index 8Top 77% in Cognitive Neuroscience
Luisa Fernanda Villa

What does Luisa Fernanda Villa research?

Luisa Fernanda Villa's work is mostly in Computer Science (21%), Engineering (15%), Neuroscience (12%).

Everything else: 12 works · 52.9% of their workPhysical Sciences: 8 works · 35.3% of their workComputer Science: 5 works · 20.6% of their workComputer Vision and Pattern Recognition: 2 works · 8.8% of their workArtificial Intelligence: 1 works · 5.9% of their workSignal Processing: 1 works · 5.9% of their workEngineering: 3 works · 14.7% of their workMechanical Engineering: 2 works · 8.8% of their workControl and Systems Engineering: 1 works · 5.9% of their workLife Sciences: 3 works · 11.8% of their workNeuroscience: 3 works · 11.8% of their workCognitive Neuroscience: 3 works · 11.8% of their workTHEIR WORKLuisa FernandaVilla23works
Life Sciences12%Physical Sciences35%

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 else1252.9%
    1. Computer Science520.6%
    2. Engineering314.7%
    1. Neuroscience311.8%
  1. 1Cognitive Neuroscience12% of their works
  2. 2Mechanical Engineering9% of their works
  3. 3Computer Vision and Pattern Recognition9% of their works
  4. 4Control and Systems Engineering6% of their works
  5. 5Artificial Intelligence6% of their works
  6. 6Signal Processing6% of their works

Research topics

Which keywords describe Luisa Fernanda Villa's research?

The keywords of their largest research topics: Vibration Analysis, Deep Learning, Brain-Computer Interfaces, Dimensionality Reduction, EEG Analysis, Empirical Mode Decomposition, Fault Diagnosis and Gear Dynamics.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Vibration Analysis82 topics
  2. Deep Learning62 topics
  3. Brain-Computer Interfaces41 topic
  4. Dimensionality Reduction42 topics
  5. EEG Analysis41 topic
  6. Empirical Mode Decomposition41 topic
  7. Fault Diagnosis41 topic
  8. Gear Dynamics41 topic
  9. Mesh Stiffness41 topic
  10. Community Structure31 topic
  11. Cortical Networks31 topic
  12. Information Visualization31 topic
  13. Network Dynamics31 topic
  14. Neuronal Oscillations31 topic
  15. Visual Analytics31 topic
  16. Clustering21 topic
  17. Face Recognition21 topic
  18. Feature Selection21 topic
  19. Time Series21 topic

Where does Luisa Fernanda Villa work?

Luisa Fernanda Villa's main affiliation in the publication record is Universidad EAFIT, Colombia.

How many publications and citations does Luisa Fernanda Villa have?

OpenAlex counts 23 works and 562 citations for Luisa Fernanda Villa, an h-index of 8, ranking #2,885,693 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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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