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Researcher · Politecnica Salesiana University · Ecuador

Mariela Cerrada

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

ORCID 0000-0003-4379-8836 OpenAlex
World rank
#569,113
of 7,710,434 ranked researchers
Rank in Ecuador
#89
of 6,574
Works
157
Citations
4.8k
Citations per work
30.4
h-index
32
i10-index 59Top 4% in Control and Systems Engineering
Mariela Cerrada

What does Mariela Cerrada research?

Mariela Cerrada's work is mostly in Engineering (64%), Computer Science (13%), Business, Management and Accounting (2%).

Physical Sciences: 122 works · 77.4% of their workEngineering: 101 works · 64.2% of their workControl and Systems Engineering: 53 works · 34.0% of their workMechanical Engineering: 29 works · 18.6% of their workIndustrial and Manufacturing Engineering: 9 works · 5.8% of their workMechanics of Materials: 9 works · 5.8% of their workComputer Science: 21 works · 13.2% of their workArtificial Intelligence: 21 works · 13.2% of their workEverything else: 32 works · 20.4% of their workSocial Sciences: 3 works · 2.2% of their workBusiness, Management and Accounting: 3 works · 2.2% of their workManagement Information Systems: 3 works · 2.2% of their workTHEIR WORKMariela Cerrada157works
Physical Sciences77%Social Sciences2%

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. Engineering10164.2%
    2. Computer Science2113.2%
  2. Everything else3220.4%
    1. Business, Management and Accounting32.2%
  1. 1Control and Systems Engineering34% of their works
  2. 2Mechanical Engineering19% of their works
  3. 3Artificial Intelligence13% of their works
  4. 4Industrial and Manufacturing Engineering6% of their works
  5. 5Mechanics of Materials6% of their works
  6. 6Management Information Systems2% 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, Fault Detection and Process Monitoring.

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. Machine Learning1362 topics
  2. Vibration Analysis1272 topics
  3. Deep Learning922 topics
  4. Neural Networks922 topics
  5. Empirical Mode Decomposition831 topic
  6. Fault Diagnosis831 topic
  7. Fault Detection531 topic
  8. Process Monitoring531 topic
  9. Gear Dynamics441 topic
  10. Mesh Stiffness441 topic
  11. Corrosion251 topic
  12. Steel251 topic
  13. Agent-Based Modeling121 topic
  14. Multi-Agent Systems121 topic
  15. Manufacturing111 topic
  16. Scheduling111 topic
  17. Machining101 topic
  18. Surface Integrity101 topic
  19. Anomaly Detection91 topic
  20. Unsupervised91 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?

OpenAlex counts 157 works and 4,780 citations for Mariela Cerrada, an h-index of 32, ranking #569,113 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.

Discussion

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