Pietro Ducange
Title
Cited by
Cited by
Year
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
2392015
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
1802009
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 (11), 1013-1031, 2007
1222007
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets
P Ducange, B Lazzerini, F Marcelloni
Soft Computing 14 (7), 713-728, 2010
1082010
Multi-objective evolutionary design of granular rule-based classifiers
M Antonelli, P Ducange, B Lazzerini, F Marcelloni
Granular Computing 1 (1), 37-58, 2016
882016
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
882011
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
732009
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
722013
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
712011
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
542014
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 (12), 2335-2354, 2011
542011
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
532014
A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers
P Ducange, G Mannara, F Marcelloni, R Pecori, M Vecchio
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
502017
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
482018
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 (1-2), 21, 2009
482009
Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index
M Antonelli, P Ducange, B Lazzerini, F Marcelloni
Soft Computing 15 (10), 1981-1998, 2011
362011
An efficient multi-objective evolutionary fuzzy system for regression problems
M Antonelli, P Ducange, F Marcelloni
International Journal of Approximate Reasoning 54 (9), 1434-1451, 2013
302013
A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data
A Ferranti, F Marcelloni, A Segatori, M Antonelli, P Ducange
Information Sciences 415, 319-340, 2017
292017
An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets
M Antonelli, P Ducange, F Marcelloni
Neurocomputing 146, 125-136, 2014
262014
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
252019
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Articles 1–20