Donatella Firmani
Donatella Firmani publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications, on topics such as Data Quality and Management, Topic Modeling and Privacy-Preserving Technologies in Data.
- World rank
- #264,633 of 1,633,909 ranked researchers
- Rank in Italy
- #8,338 of 65,712
- Works
- 22
- Citations
- 56
- Citations per work
- 2.5
What does Donatella Firmani research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Management Science and Operations Research22% of their works
- 3Computer Networks and Communications11% of their works
- 4Safety Research11% of their works
- 5Statistical and Nonlinear Physics11% of their works
- 6Signal Processing11% of their works
Research topics
Which keywords describe Donatella Firmani's research?
The keywords of their largest research topics: Big Data, Data Cleaning, Machine Learning, Record Linkage, Community Structure, Deep Learning, Differential Privacy and Ethics.
- Word Representation
- Scalable
- Neural Networks
- Healthcare
- Federated Learning
- Ethics
- Deep Learning
- Record Linkage
- Data Cleaning
- Big Data
- Machine Learning
- Community Structure
- Differential Privacy
- Fairness
- GPS Trajectories
- Network Dynamics
- Peer-to-Peer
- 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
- Big Data32 topics
- Data Cleaning21 topic
- Machine Learning22 topics
- Record Linkage21 topic
- Community Structure11 topic
- Deep Learning11 topic
- Differential Privacy11 topic
- Ethics11 topic
- Fairness11 topic
- Federated Learning11 topic
- GPS Trajectories11 topic
- Healthcare11 topic
- Network Dynamics11 topic
- Neural Networks11 topic
- Peer-to-Peer11 topic
- Scalable11 topic
- Trajectory Data Mining11 topic
- Word Representation11 topic
Where does Donatella Firmani work?
Donatella Firmani's main affiliation in the publication record is Roma Tre University, Italy.
How many publications and citations does Donatella Firmani have?
Science Explorer counts 22 works and 56 citations for Donatella Firmani, ranking #264,633 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.