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Researcher · Universidade Federal de Minas Gerais · Brazil

Marcos André Gonçalves

Marcos André Gonçalves publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Text and Document Classification Technologies and Data Quality and Management.

ORCID 0000-0002-2075-3363 OpenAlex
World rank
#175,883
of 1,633,909 ranked researchers
Rank in Brazil
#1,109
of 38,702
Works
103
Citations
371
Citations per work
3.6

What does Marcos André Gonçalves research?

Artificial Intelligence: 37.8%Information Systems: 21.6%Computer Vision and Pattern Recognition: 11.7%Management Science and Operations Research: 5.4%other fields: 23.5%38%top field
Artificial Intelligence37.8%Information Systems21.6%Computer Vision and Pattern Recognition11.7%Management Science and Operations Research5.4%other fields23.5%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence38% of their works
  2. 2Information Systems22% of their works
  3. 3Computer Vision and Pattern Recognition12% of their works
  4. 4Management Science and Operations Research5% of their works
  5. 5Sociology and Political Science3% of their works
  6. 6Computer Networks and Communications3% of their works

Research topics

Which keywords describe Marcos André Gonçalves's research?

The keywords of their largest research topics: Information Retrieval, Text Classification, Neural Networks, Data Cleaning, Feature Selection, Machine Translation, Multi-label Learning and Record Linkage.

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. Information Retrieval173 topics
  2. Text Classification122 topics
  3. Neural Networks112 topics
  4. Data Cleaning61 topic
  5. Feature Selection61 topic
  6. Machine Translation61 topic
  7. Multi-label Learning61 topic
  8. Record Linkage61 topic
  9. Word Representation61 topic
  10. Automatic51 topic
  11. Content-Based Image Retrieval51 topic
  12. Extraction51 topic
  13. Shape Matching51 topic
  14. Web Crawling51 topic
  15. Web Data Extraction51 topic
  16. Feature Matching41 topic
  17. Hyperparameter Optimization41 topic
  18. Local Descriptors41 topic
  19. Noisy Labels41 topic

Where does Marcos André Gonçalves work?

Marcos André Gonçalves's main affiliation in the publication record is Universidade Federal de Minas Gerais, Brazil.

How many publications and citations does Marcos André Gonçalves have?

Science Explorer counts 103 works and 371 citations for Marcos André Gonçalves, ranking #175,883 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.