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Researcher · Technological University of Pereira · Colombia

Edgar Alirio Valencia

Edgar Alirio Valencia publishes mostly in Artificial Intelligence, Mathematical Physics and Computational Theory and Mathematics, on topics such as Gaussian Processes and Bayesian Inference, Stochastic processes and statistical mechanics and Neural Networks and Applications.

OpenAlex
World rank
#6,630,675
of 7,710,434 ranked researchers
Rank in Colombia
#17,301
of 23,024
Works
15
Citations
9
Citations per work
0.6
h-index
2
i10-index 0Top 98% in Artificial Intelligence
Edgar Alirio Valencia

What does Edgar Alirio Valencia research?

Edgar Alirio Valencia's work is mostly in Computer Science (27%), Mathematics (22%), Decision Sciences (15%).

Physical Sciences: 7 works · 48.9% of their workComputer Science: 4 works · 26.9% of their workArtificial Intelligence: 3 works · 17.1% of their workComputational Theory and Mathematics: 1 works · 9.8% of their workMathematics: 3 works · 22.0% of their workMathematical Physics: 2 works · 12.2% of their workStatistics and Probability: 1 works · 9.8% of their workEverything else: 5 works · 36.5% of their workSocial Sciences: 2 works · 14.6% of their workDecision Sciences: 2 works · 14.6% of their workManagement Science and Operations Research: 1 works · 7.3% of their workStatistics, Probability and Uncertainty: 1 works · 7.3% of their workTHEIR WORKEdgar AlirioValencia15works
Physical Sciences49%Social Sciences15%

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 Science426.9%
    2. Mathematics322.0%
  2. Everything else536.5%
    1. Decision Sciences214.6%
  1. 1Artificial Intelligence17% of their works
  2. 2Mathematical Physics12% of their works
  3. 3Computational Theory and Mathematics10% of their works
  4. 4Statistics and Probability10% of their works
  5. 5Management Science and Operations Research7% of their works
  6. 6Statistics, Probability and Uncertainty7% of their works

Research topics

Which keywords describe Edgar Alirio Valencia's research?

The keywords of their largest research topics: Deep Learning, Gaussian Processes, Interacting Particle Systems, Machine Learning, Neural Networks, Scaling Limits, Backpropagation Learning and Bayesian Monte Carlo.

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 18 words, with their numbers
  1. Deep Learning63 topics
  2. Gaussian Processes31 topic
  3. Interacting Particle Systems31 topic
  4. Machine Learning31 topic
  5. Neural Networks32 topics
  6. Scaling Limits31 topic
  7. Backpropagation Learning21 topic
  8. Bayesian Monte Carlo21 topic
  9. Healthcare Improvement21 topic
  10. Markov Chain21 topic
  11. Self-Organizing Maps21 topic
  12. Statistical Process Control21 topic
  13. Anomaly Detection11 topic
  14. Formal Verification11 topic
  15. Matrix Computations11 topic
  16. Numerical Linear Algebra11 topic
  17. Static Analysis11 topic
  18. Unsupervised11 topic

Where does Edgar Alirio Valencia work?

Edgar Alirio Valencia's main affiliation in the publication record is Technological University of Pereira, Colombia.

How many publications and citations does Edgar Alirio Valencia have?

OpenAlex counts 15 works and 9 citations for Edgar Alirio Valencia, an h-index of 2, ranking #6,630,675 of 7,710,434 researchers worldwide on the quality 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 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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