Francesca Mangili
Francesca Mangili publishes mostly in Artificial Intelligence, Transportation and Human-Computer Interaction, on topics such as Algorithms and Data Compression, Machine Learning and Data Classification and Innovative Human-Technology Interaction.
- World rank
- #417,250 of 1,633,909 ranked researchers
- Rank in Switzerland
- #7,796 of 19,404
- Works
- 20
- Citations
- 90
- Citations per work
- 4.5
What does Francesca Mangili research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence35% of their works
- 2Transportation15% of their works
- 3Human-Computer Interaction15% of their works
- 4Information Systems10% of their works
- 5Automotive Engineering5% of their works
- 6Aerospace Engineering5% of their works
Research topics
- Algorithms and Data Compression
- Machine Learning and Data Classification
- Innovative Human-Technology Interaction
- Data Mining Algorithms and Applications
- Human Mobility and Location-Based Analysis
- Neural Networks and Applications
- Intelligent Tutoring Systems and Adaptive Learning
- Explainable Artificial Intelligence (XAI)
Which keywords describe Francesca Mangili's research?
The keywords of their largest research topics: Deep Neural Networks, Compression, Data Mining, Design Research, Frequent Patterns, GPS Data, Human Mobility and Hyperparameter Optimization.
- Neural Networks
- Interpretable Models
- Affective States
- Suffix Arrays
- Hyperparameter Optimization
- GPS Data
- Design Research
- Compression
- Deep Neural Networks
- Data Mining
- Frequent Patterns
- Human Mobility
- Noisy Labels
- User Experience
- Intelligent Tutoring Systems
- Machine Learning Interpretability
- Self-Organizing Maps
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 17 words, with their numbers
- Deep Neural Networks32 topics
- Compression21 topic
- Data Mining21 topic
- Design Research21 topic
- Frequent Patterns21 topic
- GPS Data21 topic
- Human Mobility21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Suffix Arrays21 topic
- User Experience21 topic
- Affective States11 topic
- Intelligent Tutoring Systems11 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
- Neural Networks11 topic
- Self-Organizing Maps11 topic
Where does Francesca Mangili work?
Francesca Mangili's main affiliation in the publication record is Dalle Molle Institute for Artificial Intelligence Research, Switzerland.
How many publications and citations does Francesca Mangili have?
Science Explorer counts 20 works and 90 citations for Francesca Mangili, ranking #417,250 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.