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Researcher · INESC TEC · Portugal

Carlos Abreu Ferreira

Carlos Abreu Ferreira publishes mostly in Artificial Intelligence, Signal Processing and Information Systems, on topics such as Data Mining Algorithms and Applications, Data Management and Algorithms and Bayesian Modeling and Causal Inference.

ORCID 0000-0001-9933-8287 OpenAlex
World rank
#1,980,497
of 7,710,434 ranked researchers
Rank in Portugal
#8,593
of 41,760
Works
34
Citations
632
Citations per work
18.6
h-index
10
i10-index 10Top 42% in Artificial Intelligence
Carlos Abreu Ferreira

What does Carlos Abreu Ferreira research?

Carlos Abreu Ferreira's work is mostly in Computer Science (49%), Medicine (4%).

Physical Sciences: 17 works · 48.8% of their workComputer Science: 17 works · 48.8% of their workArtificial Intelligence: 6 works · 17.8% of their workInformation Systems: 4 works · 11.1% of their workSignal Processing: 4 works · 11.1% of their workComputational Theory and Mathematics: 1 works · 4.4% of their workComputer Vision and Pattern Recognition: 1 works · 4.4% of their workEverything else: 16 works · 46.8% of their workHealth Sciences: 1 works · 4.4% of their workMedicine: 1 works · 4.4% of their workPulmonary and Respiratory Medicine: 1 works · 4.4% of their workTHEIR WORKCarlos AbreuFerreira34works
Physical Sciences49%Health Sciences4%

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 Science1748.8%
  2. Everything else1646.8%
    1. Medicine14.4%
  1. 1Artificial Intelligence18% of their works
  2. 2Signal Processing11% of their works
  3. 3Information Systems11% of their works
  4. 4Computer Vision and Pattern Recognition4% of their works
  5. 5Computational Theory and Mathematics4% of their works
  6. 6Pulmonary and Respiratory Medicine4% of their works

Research topics

Which keywords describe Carlos Abreu Ferreira's research?

The keywords of their largest research topics: Machine Learning, Data Mining, Frequent Patterns, Classification, GPS Trajectories, Trajectory Data Mining, Bayesian Networks and Causal Inference.

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 18 words, with their numbers
  1. Machine Learning142 topics
  2. Data Mining101 topic
  3. Frequent Patterns101 topic
  4. Classification72 topics
  5. GPS Trajectories61 topic
  6. Trajectory Data Mining61 topic
  7. Bayesian Networks51 topic
  8. Causal Inference51 topic
  9. Granular Computing41 topic
  10. Heart Sound41 topic
  11. Lung Sound41 topic
  12. Rough Sets41 topic
  13. Continuous Queries31 topic
  14. Data Stream Management31 topic
  15. Hyperparameter Optimization31 topic
  16. Noisy Labels31 topic
  17. Concept Drift21 topic
  18. Data Streams21 topic

Where does Carlos Abreu Ferreira work?

Carlos Abreu Ferreira's main affiliation in the publication record is INESC TEC, Portugal.

How many publications and citations does Carlos Abreu Ferreira have?

OpenAlex counts 34 works and 632 citations for Carlos Abreu Ferreira, an h-index of 10, ranking #1,980,497 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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