Science Explorer Back to mapMap
Discussion
Researcher · Siemens (Germany) · Germany

Balaji Krishnapuram

Balaji Krishnapuram publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Machine Learning and Data Classification, Machine Learning and Algorithms and Gene expression and cancer classification.

OpenAlex
World rank
#832,483
of 7,710,434 ranked researchers
Rank in Germany
#40,969
of 364,343
Works
53
Citations
2.9k
Citations per work
54.5
h-index
22
i10-index 26Top 10% in Artificial Intelligence
Balaji Krishnapuram

What does Balaji Krishnapuram research?

Balaji Krishnapuram's work is mostly in Computer Science (49%), Biochemistry, Genetics and Molecular Biology (11%), Health Professions (4%).

Physical Sciences: 28 works · 52.2% of their workComputer Science: 26 works · 48.6% of their workArtificial Intelligence: 20 works · 37.7% of their workComputer Vision and Pattern Recognition: 6 works · 10.9% of their workMathematics: 2 works · 3.6% of their workStatistics and Probability: 2 works · 3.6% of their workEverything else: 16 works · 29.7% of their workLife Sciences: 6 works · 10.9% of their workBiochemistry, Genetics and Molecular Biology: 6 works · 10.9% of their workMolecular Biology: 6 works · 10.9% of their workHealth Sciences: 4 works · 7.2% of their workHealth Professions: 2 works · 4.3% of their workHealth Information Management: 2 works · 4.3% of their workMedicine: 2 works · 2.9% of their workPulmonary and Respiratory Medicine: 2 works · 2.9% of their workTHEIR WORKBalajiKrishnapuram53works
Life Sciences11%Physical Sciences52%Health Sciences7%

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 Science2648.6%
    2. Mathematics23.6%
  2. Everything else1629.7%
    1. Biochemistry, Genetics and Molecular Biology610.9%
    1. Health Professions24.3%
    2. Medicine22.9%
  1. 1Artificial Intelligence38% of their works
  2. 2Computer Vision and Pattern Recognition11% of their works
  3. 3Molecular Biology11% of their works
  4. 4Health Information Management4% of their works
  5. 5Statistics and Probability4% of their works
  6. 6Pulmonary and Respiratory Medicine3% of their works

Research topics

Which keywords describe Balaji Krishnapuram's research?

The keywords of their largest research topics: Machine Learning, Deep Learning, Clustering, Feature Selection, Hyperparameter Optimization, Noisy Labels, Active Learning and Semi-Supervised Learning.

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 Learning285 topics
  2. Deep Learning163 topics
  3. Clustering112 topics
  4. Feature Selection112 topics
  5. Hyperparameter Optimization111 topic
  6. Noisy Labels111 topic
  7. Active Learning81 topic
  8. Semi-Supervised Learning81 topic
  9. Gene Expression61 topic
  10. Microarray61 topic
  11. Bayesian Inference51 topic
  12. Big Data Analytics51 topic
  13. Content-Based Image Retrieval51 topic
  14. Healthcare51 topic
  15. Mixture Models51 topic
  16. Shape Matching51 topic
  17. Feature Matching41 topic
  18. Histopathology Images41 topic
  19. Local Descriptors41 topic
  20. Medical Image Analysis41 topic

Where does Balaji Krishnapuram work?

Balaji Krishnapuram's main affiliation in the publication record is Siemens (Germany), Germany.

How many publications and citations does Balaji Krishnapuram have?

OpenAlex counts 53 works and 2,887 citations for Balaji Krishnapuram, an h-index of 22, ranking #832,483 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

Ask a question or share a note about Balaji Krishnapuram. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.