Dino Pedreschi
Impact in
- Health Informatics top 0.1%
- Transportation top 0.1%
- Human Mobility and Location-Based Analysis
Papers in
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- Privacy-Preserving Technologies in Data 23
- Logic, Reasoning, and Knowledge 21
- Explainable Artificial Intelligence (XAI) 18
- Logic, programming, and type systems 16
-
- Human Mobility and Location-Based Analysis 45
- Co-authors
- Fosca Giannotti (127 shared papers)Anna Monreale (43 shared papers)Salvatore Ruggieri (21 shared papers)Franco Turini (16 shared papers)Riccardo Guidotti (27 shared papers)Mirco Nanni (35 shared papers)Salvatore Rinzivillo (26 shared papers)Fabio Pinelli (7 shared papers)
- Journals
- The Journal of Logic Programming (5 papers)IEEE Intelligent Systems (4 papers)EPJ Data Science (4 papers)The European Physical Journal Special Topics (3 papers)Data Mining and Knowledge Discovery (3 papers)
- Partner nations
- ItalyUnited StatesGermany
In The Last Decade
Dino Pedreschi
193 papers receiving 8.7k citations
Dino Pedreschi's Hit Papers
Peers
Comparison fields: 5 of 187
- Health Informatics 454
- Transportation 2.2k
- Signal Processing 1.6k
- Artificial Intelligence 4.1k
- Statistical and Nonlinear Physics 927
Countries citing papers authored by Dino Pedreschi
This map shows the geographic impact of Dino Pedreschi'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 Dino Pedreschi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dino Pedreschi more than expected).
Fields of papers citing papers by Dino Pedreschi
This network shows the impact of papers produced by Dino Pedreschi. 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 Dino Pedreschi. The network helps show where Dino Pedreschi may publish in the future.
Co-authors
The 25 scholars most cited alongside Dino Pedreschi, 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 204 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 | 2443 |
| 2 | Trajectory pattern mining Hit paper breakdown → | 2007 | 686 |
| 3 | Human mobility, social ties, and link prediction Hit paper breakdown → | 2011 | 455 |
| 4 | Returners and explorers dichotomy in human mobility Hit paper breakdown → | 2015 | 339 |
| 5 | 2006 | 276 | |
| 6 | 2011 | 201 | |
| 7 | 2019 | 175 | |
| 8 | 2009 | 149 | |
| 9 | 2008 | 132 | |
| 10 | 2019 | 131 | |
| 11 | 2012 | 131 | |
| 12 | 2008 | 122 | |
| 13 | Methods and tools for causal discovery and causal inference Hit paper breakdown → | 2022 | 105 |
| 14 | 2019 | 104 | |
| 15 | 2010 | 98 | |
| 16 | 2009 | 97 | |
| 17 | 2020 | 97 | |
| 18 | Benchmarking and survey of explanation methods for black box models Hit paper breakdown → | 2023 | 94 |
| 19 | 2012 | 91 | |
| 20 | Movement Data Anonymity through Generalization | 2010 | 88 |
About Dino Pedreschi
Dino Pedreschi is a scholar working on Artificial Intelligence, Transportation, Statistical and Nonlinear Physics, Information Systems and Signal Processing, having authored 204 papers that have together received 9.1k indexed citations. Recurring topics across this work include Human Mobility and Location-Based Analysis (45 papers), Complex Network Analysis Techniques (30 papers), Data Management and Algorithms (24 papers), Privacy-Preserving Technologies in Data (23 papers), Logic, Reasoning, and Knowledge (21 papers), Data Mining Algorithms and Applications (20 papers), Explainable Artificial Intelligence (XAI) (18 papers) and Logic, programming, and type systems (16 papers). The work is most often cited by research in Health Informatics (454 citations), Transportation (2.2k citations), Signal Processing (1.6k citations), Artificial Intelligence (4.1k citations) and Statistical and Nonlinear Physics (927 citations). Dino Pedreschi has collaborated with scholars based in Italy, United States and Germany. Frequent co-authors include Fosca Giannotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Fabio Pinelli, Luca Pappalardo and Albert-László Barabási. Their work appears in journals such as The Journal of Logic Programming, IEEE Intelligent Systems, EPJ Data Science, The European Physical Journal Special Topics and Data Mining and Knowledge Discovery.
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.