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Researcher · Silesian University of Technology · Poland

Małgorzata Bach

Małgorzata Bach publishes mostly in Artificial Intelligence, Computer Networks and Communications and Information Systems, on topics such as Advanced Database Systems and Queries, Bone health and osteoporosis research and Imbalanced Data Classification Techniques.

ORCID 0000-0002-6239-7790 OpenAlex
World rank
#5,064,424
of 7,710,434 ranked researchers
Rank in Poland
#42,844
of 100,960
Works
43
Citations
447
Citations per work
10.4
h-index
8
i10-index 8Top 56% in Artificial Intelligence
Małgorzata Bach

What does Małgorzata Bach research?

Małgorzata Bach's work is mostly in Computer Science (49%), Medicine (13%), Health Professions (4%).

Physical Sciences: 21 works · 49.1% of their workComputer Science: 21 works · 49.1% of their workArtificial Intelligence: 9 works · 21.4% of their workComputer Networks and Communications: 7 works · 16.1% of their workInformation Systems: 5 works · 11.6% of their workEverything else: 14 works · 33.0% of their workHealth Sciences: 8 works · 17.9% of their workMedicine: 6 works · 13.4% of their workOrthopedics and Sports Medicine: 3 works · 7.1% of their workSurgery: 3 works · 6.3% of their workHealth Professions: 2 works · 4.5% of their workHealth Information Management: 2 works · 4.5% of their workTHEIR WORKMałgorzata Bach43works
Physical Sciences49%Health Sciences18%

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 Science2149.1%
  2. Everything else1433.0%
    1. Medicine613.4%
    2. Health Professions24.5%
  1. 1Artificial Intelligence21% of their works
  2. 2Computer Networks and Communications16% of their works
  3. 3Information Systems12% of their works
  4. 4Orthopedics and Sports Medicine7% of their works
  5. 5Surgery6% of their works
  6. 6Health Information Management4% of their works

Research topics

Which keywords describe Małgorzata Bach's research?

The keywords of their largest research topics: Classification, Continuous Queries, Data Stream Management, Distributed Systems, Resource Management, Bone Mineral Density, Fractures and Hip Fracture.

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 19 words, with their numbers
  1. Classification102 topics
  2. Continuous Queries101 topic
  3. Data Stream Management101 topic
  4. Distributed Systems92 topics
  5. Resource Management92 topics
  6. Bone Mineral Density71 topic
  7. Fractures71 topic
  8. Hip Fracture61 topic
  9. Imbalanced Data61 topic
  10. Mortality61 topic
  11. SMOTE61 topic
  12. Big Data51 topic
  13. Cloud Computing51 topic
  14. Distributed Storage41 topic
  15. Grid Computing41 topic
  16. Hyperparameter Optimization41 topic
  17. Network Coding41 topic
  18. Noisy Labels41 topic
  19. Task Scheduling41 topic

Where does Małgorzata Bach work?

Małgorzata Bach's main affiliation in the publication record is Silesian University of Technology, Poland.

How many publications and citations does Małgorzata Bach have?

OpenAlex counts 43 works and 447 citations for Małgorzata Bach, an h-index of 8, ranking #5,064,424 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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