Francesco Marcelloni
Francesco Marcelloni
Professor of Data Mining and Machine Learning, University of Pisa
Verified email at
Cited by
Cited by
A survey on fake news and rumour detection techniques
A Bondielli, F Marcelloni
Information sciences 497, 38-55, 2019
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
Patterns and technologies for enabling supply chain traceability through collaborative e-business
A Bechini, MGCA Cimino, F Marcelloni, A Tomasi
Information and software technology 50 (4), 342-359, 2008
A simple algorithm for data compression in wireless sensor networks
F Marcelloni, M Vecchio
IEEE communications letters 12 (6), 411-413, 2008
Evolutionary fuzzy systems for explainable artificial intelligence: Why, when, what for, and where to?
A Fernandez, F Herrera, O Cordon, MJ del Jesus, F Marcelloni
IEEE Computational intelligence magazine 14 (1), 69-81, 2019
Detection of traffic congestion and incidents from GPS trace analysis
E D'Andrea, F Marcelloni
Expert Systems with Applications 73, 43-56, 2017
An efficient lossless compression algorithm for tiny nodes of monitoring wireless sensor networks
F Marcelloni, M Vecchio
the computer journal 52 (8), 969-987, 2009
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
A genetic algorithm for generating optimal assembly plans
B Lazzerini, F Marcelloni
Artificial Intelligence in Engineering 14 (4), 319-329, 2000
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
On distributed fuzzy decision trees for big data
A Segatori, F Marcelloni, W Pedrycz
IEEE Transactions on Fuzzy Systems 26 (1), 174-192, 2017
A MapReduce solution for associative classification of big data
A Bechini, F Marcelloni, A Segatori
Information Sciences 332, 33-55, 2016
Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization
F Marcelloni, M Vecchio
Information Sciences 180 (10), 1924-1941, 2010
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
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
Generation of optimized assembly sequences using genetic algorithms
G Dini, F Failli, B Lazzerini, F Marcelloni
CIRP Annals 48 (1), 17-20, 1999
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
Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index
A Botta, B Lazzerini, F Marcelloni, DC Stefanescu
Soft Computing 13, 437-449, 2009
Multiobjective evolutionary optimization of type-2 fuzzy rule-based systems for financial data classification
M Antonelli, D Bernardo, H Hagras, F Marcelloni
IEEE Transactions on Fuzzy Systems 25 (2), 249-264, 2016
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets
P Ducange, B Lazzerini, F Marcelloni
Soft Computing 14, 713-728, 2010
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