Federico Cabitza
Federico Cabitza publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Explainable Artificial Intelligence (XAI), Artificial Intelligence in Healthcare and Education and Data Mining Algorithms and Applications.
- World rank
- #114,811 of 1,633,909 ranked researchers
- Rank in Italy
- #3,226 of 65,712
- Works
- 65
- Citations
- 344
- Citations per work
- 5.3
What does Federico Cabitza research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence21% of their works
- 2Information Systems7% of their works
- 3Management Science and Operations Research6% of their works
- 4Health Informatics5% of their works
- 5Management Information Systems4% of their works
- 6Health Information Management3% of their works
Research topics
Which keywords describe Federico Cabitza's research?
The keywords of their largest research topics: Machine Learning, Big Data, Artificial Intelligence, Interpretable Models, Machine Learning Interpretability, Healthcare, Medical Imaging and Data Mining.
- Soft Systems Methodology
- Record Linkage
- Granular Computing
- Ethics
- Classification
- Data Mining
- Healthcare
- Interpretable Models
- Big Data
- Machine Learning
- Artificial Intelligence
- Machine Learning Interpretability
- Medical Imaging
- Frequent Patterns
- Data Cleaning
- Fairness
- Imbalanced Data
- Rough Sets
- System Dynamics
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
- Machine Learning123 topics
- Big Data113 topics
- Artificial Intelligence82 topics
- Interpretable Models61 topic
- Machine Learning Interpretability61 topic
- Healthcare51 topic
- Medical Imaging51 topic
- Data Mining41 topic
- Frequent Patterns41 topic
- Classification31 topic
- Data Cleaning31 topic
- Ethics31 topic
- Fairness31 topic
- Granular Computing31 topic
- Imbalanced Data31 topic
- Record Linkage31 topic
- Rough Sets31 topic
- Soft Systems Methodology31 topic
- System Dynamics31 topic
Where does Federico Cabitza work?
Federico Cabitza's main affiliation in the publication record is University of Milano-Bicocca, Italy.
How many publications and citations does Federico Cabitza have?
Science Explorer counts 65 works and 344 citations for Federico Cabitza, ranking #114,811 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.