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Pietro Ducange
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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
4462015
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
2022009
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
1922019
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
1922018
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
1492020
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
1492011
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
1432007
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets
P Ducange, B Lazzerini, F Marcelloni
Soft Computing 14, 713-728, 2010
1162010
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
1092019
Multi-objective evolutionary design of granular rule-based classifiers
M Antonelli, P Ducange, B Lazzerini, F Marcelloni
Granular Computing 1, 37-58, 2016
1092016
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
1082013
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
932011
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
902014
A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers
P Ducange, G Mannarà, F Marcelloni, R Pecori, M Vecchio
2017 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2017
842017
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
842009
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
832014
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
682022
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
632011
Smart audio sensors in the internet of things edge for anomaly detection
M Antonini, M Vecchio, F Antonelli, P Ducange, C Perera
IEEE Access 6, 67594-67610, 2018
602018
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
562017
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