Giorgio Corani
Impact in
- Environmental Engineering top 5%
- Air Quality Monitoring and Forecasting
- Artificial Intelligence top 5%
- Bayesian Modeling and Causal Inference
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
Papers in
-
- Bayesian Modeling and Causal Inference 29
- Machine Learning and Data Classification 9
- Bayesian Methods and Mixture Models 7
-
- Statistical Methods and Bayesian Inference 7
- Statistical Methods and Inference 4
- Co-authors
- Marco Zaffalon (22 shared papers)Mauro Scanagatta (8 shared papers)Alessio Benavoli (4 shared papers)Giorgio Guariso (6 shared papers)Cassio P. de Campos (5 shared papers)Cristina Rottondi (1 shared paper)Francesco Musumeci (1 shared paper)Denis Deratani Mauá (2 shared papers)
- Journals
- International Journal of Approximate Reasoning (9 papers)Machine Learning (5 papers)International Journal of Forecasting (3 papers)Environmental Modelling & Software (3 papers)Computational Statistics & Data Analysis (2 papers)
- Partner nations
- SwitzerlandItalyUnited Kingdom
In The Last Decade
Giorgio Corani
64 papers receiving 1.0k citations
Peers
Comparison fields: 5 of 131
- Environmental Engineering 272
- Artificial Intelligence 437
- Health, Toxicology and Mutagenesis 174
- Management Science and Operations Research 131
- Statistics and Probability 75
Countries citing papers authored by Giorgio Corani
This map shows the geographic impact of Giorgio Corani'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 Giorgio Corani with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giorgio Corani more than expected).
Fields of papers citing papers by Giorgio Corani
This network shows the impact of papers produced by Giorgio Corani. 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 Giorgio Corani. The network helps show where Giorgio Corani may publish in the future.
Co-authors
The 25 scholars most cited alongside Giorgio Corani, 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 68 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2005 | 191 | |
| 2 | 2019 | 109 | |
| 3 | 2016 | 62 | |
| 4 | A Bayesian Wilcoxon signed-rank test based on the Dirichlet process | 2014 | 48 |
| 5 | Learning Bayesian networks with thousands of variables | 2015 | 43 |
| 6 | Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2 | 2008 | 37 |
| 7 | 2012 | 37 | |
| 8 | 2015 | 37 | |
| 9 | 2005 | 36 | |
| 10 | 2010 | 34 | |
| 11 | 2013 | 30 | |
| 12 | 2017 | 28 | |
| 13 | Reinforcement learning in the operational management of a water system | 2002 | 27 |
| 14 | An ensemble of Bayesian networks for multilabel classification | 2013 | 24 |
| 15 | 2019 | 22 | |
| 16 | Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables | 2016 | 19 |
| 17 | 2018 | 18 | |
| 18 | 2005 | 18 | |
| 19 | 2007 | 17 | |
| 20 | 2015 | 16 |
About Giorgio Corani
Giorgio Corani is a scholar working on Artificial Intelligence, Statistics and Probability, Computational Theory and Mathematics, Management Science and Operations Research and Environmental Engineering, having authored 68 papers that have together received 1.1k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (29 papers), Rough Sets and Fuzzy Logic (11 papers), Machine Learning and Data Classification (9 papers), Bayesian Methods and Mixture Models (7 papers), Statistical Methods and Bayesian Inference (7 papers), Statistical Methods and Inference (4 papers), Stock Market Forecasting Methods (4 papers) and Hydrology and Watershed Management Studies (4 papers). The work is most often cited by research in Environmental Engineering (272 citations), Artificial Intelligence (437 citations), Health, Toxicology and Mutagenesis (174 citations), Management Science and Operations Research (131 citations) and Statistics and Probability (75 citations). Giorgio Corani has collaborated with scholars based in Switzerland, Italy and United Kingdom. Frequent co-authors include Marco Zaffalon, Mauro Scanagatta, Alessio Benavoli, Giorgio Guariso, Cassio P. de Campos, Cristina Rottondi, Francesco Musumeci, Denis Deratani Mauá, Massimo Tornatore and Alessandro Giusti. Their work appears in journals such as International Journal of Approximate Reasoning, Machine Learning, International Journal of Forecasting, Environmental Modelling & Software and Computational Statistics & Data Analysis.
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.