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Researcher · Indian Institute of Science Bangalore · India

Shivani Agarwal

Shivani Agarwal publishes mostly in Artificial Intelligence, Management Science and Operations Research and Molecular Biology, on topics such as Machine Learning and Algorithms, Imbalanced Data Classification Techniques and Machine Learning and Data Classification.

ORCID 0000-0002-3205-552X OpenAlex
World rank
#351,423
of 1,633,909 ranked researchers
Rank in India
#3,839
of 44,512
Works
39
Citations
220
Citations per work
5.6

What does Shivani Agarwal research?

Artificial Intelligence: 27.6%Management Science and Operations Research: 10.3%Molecular Biology: 10.3%Computer Networks and Communications: 8.6%other fields: 43.2%28%top field
Artificial Intelligence27.6%Management Science and Operations Research10.3%Molecular Biology10.3%Computer Networks and Communications8.6%other fields43.2%

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. 2Management Science and Operations Research10% of their works
  3. 3Molecular Biology10% of their works
  4. 4Computer Networks and Communications9% of their works
  5. 5Information Systems5% of their works
  6. 6Economics and Econometrics5% of their works

Research topics

Which keywords describe Shivani Agarwal's research?

The keywords of their largest research topics: Machine Learning, Classification, Active Learning, Semi-Supervised Learning, Bioinformatics, Imbalanced Data, Prediction and Protein.

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 21 words, with their numbers
  1. Machine Learning82 topics
  2. Classification72 topics
  3. Active Learning61 topic
  4. Semi-Supervised Learning61 topic
  5. Bioinformatics42 topics
  6. Imbalanced Data41 topic
  7. Prediction42 topics
  8. Protein42 topics
  9. SMOTE41 topic
  10. Auction Theory31 topic
  11. Hyperparameter Optimization31 topic
  12. Mechanism Design31 topic
  13. Mobile Robots31 topic
  14. Noisy Labels31 topic
  15. Online Algorithms31 topic
  16. Amino Acid Composition21 topic
  17. Education21 topic
  18. Molecular Dynamics21 topic
  19. Structure21 topic
  20. Subcellular Localization21 topic
  21. Training21 topic

Where does Shivani Agarwal work?

Shivani Agarwal's main affiliation in the publication record is Indian Institute of Science Bangalore, India.

How many publications and citations does Shivani Agarwal have?

Science Explorer counts 39 works and 220 citations for Shivani Agarwal, ranking #351,423 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.

Other researchers named Shivani Agarwal

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