Fosca Giannotti
Impact in
- Transportation top 0.02%
- Human Mobility and Location-Based Analysis
- Health Informatics top 0.1%
Papers in
-
- Human Mobility and Location-Based Analysis 69
-
- Explainable Artificial Intelligence (XAI) 29
- Privacy-Preserving Technologies in Data 25
- Co-authors
- Dino Pedreschi (169 shared papers)Anna Monreale (52 shared papers)Riccardo Guidotti (36 shared papers)Franco Turini (20 shared papers)Salvatore Ruggieri (9 shared papers)Mirco Nanni (39 shared papers)Fabio Pinelli (13 shared papers)Salvatore Rinzivillo (35 shared papers)
- Journals
- EPJ Data Science (5 papers)Lecture notes in computer science (40 papers)IEEE Transactions on Knowledge and Data Engineering (4 papers)Social Network Analysis and Mining (4 papers)IEEE Intelligent Systems (3 papers)
- Partner nations
- ItalyUnited StatesFrance
In The Last Decade
Fosca Giannotti
252 papers receiving 13.2k citations
Fosca Giannotti's Hit Papers
Peers
Comparison fields: 5 of 190
- Transportation 3.9k
- Health Informatics 521
- Signal Processing 2.4k
- Artificial Intelligence 5.2k
- Media Technology 1.2k
Countries citing papers authored by Fosca Giannotti
This map shows the geographic impact of Fosca Giannotti's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Fosca Giannotti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fosca Giannotti more than expected).
Fields of papers citing papers by Fosca Giannotti
This network shows the impact of papers produced by Fosca Giannotti. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Fosca Giannotti. The network helps show where Fosca Giannotti may publish in the future.
Co-authors
The 25 scholars most cited alongside Fosca Giannotti, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 271 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A survey of methods for explaining black box models Hit paper breakdown → | 2019 | 3255 |
| 2 | Smart cities of the future Hit paper breakdown → | 2012 | 1654 |
| 3 | Trajectory pattern mining Hit paper breakdown → | 2007 | 835 |
| 4 | Human mobility, social ties, and link prediction Hit paper breakdown → | 2011 | 520 |
| 5 | WhereNext Hit paper breakdown → | 2009 | 471 |
| 6 | Returners and explorers dichotomy in human mobility Hit paper breakdown → | 2015 | 378 |
| 7 | 2019 | 249 | |
| 8 | 2011 | 246 | |
| 9 | 2004 | 211 | |
| 10 | 2012 | 177 | |
| 11 | 2009 | 171 | |
| 12 | 2008 | 162 | |
| 13 | 2008 | 162 | |
| 14 | 2019 | 147 | |
| 15 | Benchmarking and survey of explanation methods for black box models Hit paper breakdown → | 2023 | 144 |
| 16 | 2018 | 135 | |
| 17 | 2012 | 118 | |
| 18 | 2011 | 111 | |
| 19 | 2006 | 109 | |
| 20 | 2021 | 101 |
About Fosca Giannotti
Fosca Giannotti is a scholar working on Transportation, Artificial Intelligence, Signal Processing, Statistical and Nonlinear Physics and Information Systems, having authored 271 papers that have together received 13.8k indexed citations. Recurring topics across this work include Human Mobility and Location-Based Analysis (69 papers), Data Management and Algorithms (47 papers), Complex Network Analysis Techniques (43 papers), Data Mining Algorithms and Applications (37 papers), Explainable Artificial Intelligence (XAI) (29 papers), Advanced Database Systems and Queries (26 papers), Privacy-Preserving Technologies in Data (25 papers) and Opinion Dynamics and Social Influence (22 papers). The work is most often cited by research in Transportation (3.9k citations), Health Informatics (521 citations), Signal Processing (2.4k citations), Artificial Intelligence (5.2k citations) and Media Technology (1.2k citations). Fosca Giannotti has collaborated with scholars based in Italy, United States and France. Frequent co-authors include Dino Pedreschi, Anna Monreale, Riccardo Guidotti, Franco Turini, Salvatore Ruggieri, Mirco Nanni, Fabio Pinelli, Salvatore Rinzivillo, Roberto Trasarti and Mónica Wachowicz. Their work appears in journals such as EPJ Data Science, Lecture notes in computer science, IEEE Transactions on Knowledge and Data Engineering, Social Network Analysis and Mining and IEEE Intelligent Systems.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.