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Researcher · Instituto de Telecomunicações · Portugal

André F. T. Martins

André F. T. Martins publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Topic Modeling, Natural Language Processing Techniques and Multimodal Machine Learning Applications.

ORCID 0000-0001-8282-625X OpenAlex
World rank
#569,208
of 7,710,434 ranked researchers
Rank in Portugal
#1,925
of 41,760
Works
287
Citations
5k
Citations per work
17.3
h-index
35
i10-index 88Top 3.1% in Artificial Intelligence
André F. T. Martins

What does André F. T. Martins research?

André F. T. Martins's work is mostly in Computer Science (75%), Engineering (11%), Physics and Astronomy (2%).

Physical Sciences: 252 works · 87.9% of their workComputer Science: 215 works · 74.8% of their workArtificial Intelligence: 182 works · 63.3% of their workComputer Vision and Pattern Recognition: 26 works · 8.9% of their workComputer Networks and Communications: 7 works · 2.6% of their workEngineering: 33 works · 11.4% of their workElectrical and Electronic Engineering: 24 works · 8.3% of their workOcean Engineering: 9 works · 3.1% of their workPhysics and Astronomy: 5 works · 1.7% of their workStatistical and Nonlinear Physics: 5 works · 1.7% of their workEverything else: 35 works · 12.1% of their workTHEIR WORKAndré F. T.Martins287works
Physical Sciences88%

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 Science21574.8%
    2. Engineering3311.4%
    3. Physics and Astronomy51.7%
  2. Everything else3512.1%
  1. 1Artificial Intelligence63% of their works
  2. 2Computer Vision and Pattern Recognition9% of their works
  3. 3Electrical and Electronic Engineering8% of their works
  4. 4Ocean Engineering3% of their works
  5. 5Computer Networks and Communications3% of their works
  6. 6Statistical and Nonlinear Physics2% of their works

Research topics

Which keywords describe André F. T. Martins's research?

The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Deep Learning, Image Captioning and Visual Question Answering.

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 20 words, with their numbers
  1. Neural Networks2223 topics
  2. Machine Translation1521 topic
  3. Word Representation1521 topic
  4. Neural Machine Translation1501 topic
  5. Statistical Machine Translation1501 topic
  6. Deep Learning572 topics
  7. Image Captioning431 topic
  8. Visual Question Answering431 topic
  9. Machine Learning412 topics
  10. Semi-Supervised Learning292 topics
  11. Readability Assessment271 topic
  12. Text Simplification271 topic
  13. Interpretable Models181 topic
  14. Machine Learning Interpretability181 topic
  15. Cellular Networks161 topic
  16. Massive MIMO161 topic
  17. Domain Adaptation151 topic
  18. Transfer Learning151 topic
  19. Active Learning141 topic
  20. Gaussian Processes141 topic

Where does André F. T. Martins work?

André F. T. Martins's main affiliation in the publication record is Instituto de Telecomunicações, Portugal.

How many publications and citations does André F. T. Martins have?

OpenAlex counts 287 works and 4,978 citations for André F. T. Martins, an h-index of 35, ranking #569,208 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.

Other researchers named André F. T. Martins

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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