| Real-time detection of traffic from twitter stream analysis E D'Andrea, P Ducange, B Lazzerini, F Marcelloni IEEE transactions on intelligent transportation systems 16 (4), 2269-2283, 2015 | 436 | 2015 |
| A multiobjective evolutionary approach to concurrently learn rule and data bases of linguistic fuzzy-rule-based systems R Alcalá, P Ducange, F Herrera, B Lazzerini, F Marcelloni IEEE Transactions on fuzzy systems 17 (5), 1106-1122, 2009 | 201 | 2009 |
| Monitoring the public opinion about the vaccination topic from tweets analysis E D'Andrea, P Ducange, A Bechini, A Renda, F Marcelloni Expert Systems with Applications 116, 209-226, 2019 | 180 | 2019 |
| A glimpse on big data analytics in the framework of marketing strategies P Ducange, R Pecori, P Mezzina Soft Computing 22 (1), 325-342, 2018 | 180 | 2018 |
| An intelligent system for detecting faults in photovoltaic fields P Ducange, M Fazzolari, B Lazzerini, F Marcelloni 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 146 | 2011 |
| A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems M Cococcioni, P Ducange, B Lazzerini, F Marcelloni Soft Computing 11, 1013-1031, 2007 | 142 | 2007 |
| Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy L Tavoschi, F Quattrone, E D’Andrea, P Ducange, M Vabanesi, ... Human vaccines & immunotherapeutics 16 (5), 1062-1069, 2020 | 138 | 2020 |
| Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets P Ducange, B Lazzerini, F Marcelloni Soft Computing 14, 713-728, 2010 | 117 | 2010 |
| Multi-objective evolutionary design of granular rule-based classifiers M Antonelli, P Ducange, B Lazzerini, F Marcelloni Granular Computing 1, 37-58, 2016 | 108 | 2016 |
| Urban and social sensing for sustainable mobility in smart cities G Anastasi, M Antonelli, A Bechini, S Brienza, E D'Andrea, ... 2013 Sustainable Internet and ICT for Sustainability (SustainIT), 1-4, 2013 | 108 | 2013 |
| An effective Decision Support System for social media listening based on cross-source sentiment analysis models P Ducange, M Fazzolari, M Petrocchi, M Vecchio Engineering Applications of Artificial Intelligence 78, 71-85, 2019 | 102 | 2019 |
| Genetic training instance selection in multiobjective evolutionary fuzzy systems: A coevolutionary approach M Antonelli, P Ducange, F Marcelloni IEEE Transactions on fuzzy systems 20 (2), 276-290, 2011 | 90 | 2011 |
| A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring P Ducange, F Marcelloni, M Antonelli IEEE Transactions on Industrial Informatics 10 (2), 1185 - 1197, 2014 | 88 | 2014 |
| Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework M Antonelli, P Ducange, B Lazzerini, F Marcelloni International Journal of Approximate Reasoning 50 (7), 1066-1080, 2009 | 84 | 2009 |
| A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers P Ducange, G Mannarŕ, F Marcelloni, R Pecori, M Vecchio 2017 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2017 | 81 | 2017 |
| A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers M Antonelli, P Ducange, F Marcelloni Information Sciences 283, 36-54, 2014 | 81 | 2014 |
| Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity M Antonelli, P Ducange, B Lazzerini, F Marcelloni Soft Computing 15, 2335-2354, 2011 | 63 | 2011 |
| A distributed fuzzy associative classifier for big data A Segatori, A Bechini, P Ducange, F Marcelloni IEEE transactions on cybernetics 48 (9), 2656-2669, 2017 | 56 | 2017 |
| Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems M Antonelli, P Ducange, B Lazzerini, F Marcelloni Evolutionary Intelligence 2, 21-37, 2009 | 55 | 2009 |
| Federated learning of explainable AI models in 6G systems: Towards secure and automated vehicle networking A Renda, P Ducange, F Marcelloni, D Sabella, MC Filippou, G Nardini, ... Information 13 (8), 395, 2022 | 54 | 2022 |
Francesco MarcelloniProfessor of Data Mining and Machine Learning, University of PisaVerified email at unipi.it
