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Researcher · National Research University Higher School of Economics · Russia

Dmitry I. Ignatov

Dmitry I. Ignatov publishes mostly in Information Systems, Artificial Intelligence and Computational Theory and Mathematics, on topics such as Rough Sets and Fuzzy Logic, Data Mining Algorithms and Applications and Data Management and Algorithms.

ORCID 0000-0002-6584-8534 OpenAlex
World rank
#857,634
of 7,710,434 ranked researchers
Rank in Russia
#1,931
of 179,717
Works
185
Citations
1.8k
Citations per work
9.7
h-index
23
i10-index 41Top 3.1% in Information Systems
Dmitry I. Ignatov

What does Dmitry I. Ignatov research?

Dmitry I. Ignatov's work is mostly in Computer Science (67%), Decision Sciences (5%).

Physical Sciences: 124 works · 67.0% of their workComputer Science: 124 works · 67.0% of their workInformation Systems: 38 works · 20.6% of their workArtificial Intelligence: 36 works · 19.7% of their workComputational Theory and Mathematics: 24 works · 12.8% of their workComputer Vision and Pattern Recognition: 14 works · 7.6% of their workSignal Processing: 12 works · 6.3% of their workEverything else: 52 works · 28.2% of their workSocial Sciences: 9 works · 4.8% of their workDecision Sciences: 9 works · 4.8% of their workManagement Science and Operations Research: 9 works · 4.8% of their workTHEIR WORKDmitry I. Ignatov185works
Physical Sciences67%Social Sciences5%

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 Science12467.0%
  2. Everything else5228.2%
    1. Decision Sciences94.8%
  1. 1Information Systems21% of their works
  2. 2Artificial Intelligence20% of their works
  3. 3Computational Theory and Mathematics13% of their works
  4. 4Computer Vision and Pattern Recognition8% of their works
  5. 5Signal Processing6% of their works
  6. 6Management Science and Operations Research5% of their works

Research topics

Which keywords describe Dmitry I. Ignatov's research?

The keywords of their largest research topics: Machine Learning, Granular Computing, Rough Sets, Data Mining, Frequent Patterns, Neural Networks, GPS Trajectories and Trajectory Data Mining.

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. Machine Learning572 topics
  2. Granular Computing541 topic
  3. Rough Sets541 topic
  4. Data Mining451 topic
  5. Frequent Patterns451 topic
  6. Neural Networks363 topics
  7. GPS Trajectories251 topic
  8. Trajectory Data Mining251 topic
  9. Collaborative Filtering201 topic
  10. Matrix Factorization201 topic
  11. Content-Based Image Retrieval121 topic
  12. Ontology121 topic
  13. Semantic Web121 topic
  14. Shape Matching121 topic
  15. Automatic91 topic
  16. Extraction91 topic
  17. Machine Translation71 topic
  18. Word Representation71 topic

Where does Dmitry I. Ignatov work?

Dmitry I. Ignatov's main affiliation in the publication record is National Research University Higher School of Economics, Russia.

How many publications and citations does Dmitry I. Ignatov have?

OpenAlex counts 185 works and 1,800 citations for Dmitry I. Ignatov, an h-index of 23, ranking #857,634 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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