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Researcher · Politecnica Salesiana University · Ecuador

Mariela Cerrada

Mariela Cerrada publishes mostly in Artificial Intelligence, Control and Systems Engineering and Mechanical Engineering, on topics such as Machine Fault Diagnosis Techniques, Gear and Bearing Dynamics Analysis and Fault Detection and Control Systems.

ORCID 0000-0003-4379-8836 OpenAlex
World rank
#604,143
of 1,633,909 ranked researchers
Rank in Ecuador
#88
of 456
Works
35
Citations
121
Citations per work
3.5

What does Mariela Cerrada research?

Artificial Intelligence: 27.5%Control and Systems Engineering: 27.5%Mechanical Engineering: 23.5%Computational Theory and Mathematics: 5.9%other fields: 15.6%28%top field
Artificial Intelligence27.5%Control and Systems Engineering27.5%Mechanical Engineering23.5%Computational Theory and Mathematics5.9%other fields15.6%

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

  1. 1Artificial Intelligence28% of their works
  2. 2Control and Systems Engineering28% of their works
  3. 3Mechanical Engineering24% of their works
  4. 4Computational Theory and Mathematics6% of their works
  5. 5Mechanics of Materials4% of their works
  6. 6Statistics and Probability2% of their works

Research topics

Which keywords describe Mariela Cerrada's research?

The keywords of their largest research topics: Machine Learning, Vibration Analysis, Deep Learning, Neural Networks, Empirical Mode Decomposition, Fault Diagnosis, Gear Dynamics and Mesh Stiffness.

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 20 words, with their numbers
  1. Machine Learning174 topics
  2. Vibration Analysis152 topics
  3. Deep Learning102 topics
  4. Neural Networks102 topics
  5. Empirical Mode Decomposition81 topic
  6. Fault Diagnosis81 topic
  7. Gear Dynamics71 topic
  8. Mesh Stiffness71 topic
  9. Fault Detection41 topic
  10. Process Monitoring41 topic
  11. Classification31 topic
  12. Genetic Programming31 topic
  13. Machining31 topic
  14. Surface Integrity31 topic
  15. Agent-Based Modeling21 topic
  16. Anomaly Detection21 topic
  17. Fuzzy Logic Systems21 topic
  18. Multi-Agent Systems21 topic
  19. Type-2 Fuzzy Sets21 topic
  20. Unsupervised21 topic

Where does Mariela Cerrada work?

Mariela Cerrada's main affiliation in the publication record is Politecnica Salesiana University, Ecuador.

How many publications and citations does Mariela Cerrada have?

Science Explorer counts 35 works and 121 citations for Mariela Cerrada, ranking #604,143 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.