Michela Antonelli
Michela Antonelli
University College London
Email verificata su nonsolostudio.it
TitoloCitata daAnno
Multi-objective evolutionary design of granular rule-based classifiers
M Antonelli, P Ducange, B Lazzerini, F Marcelloni
Granular Computing 1 (1), 37-58, 2016
832016
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
712009
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
662011
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
652013
Segmentation and reconstruction of the lung volume in CT images
M Antonelli, B Lazzerini, F Marcelloni
Proceedings of the 2005 ACM symposium on Applied computing, 255-259, 2005
542005
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
512011
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
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
472014
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
462014
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
382016
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
342011
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B Van Ginneken, ...
arXiv preprint arXiv:1902.09063, 2019
322019
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
282013
Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib …
A Latifoltojar, M Hall-Craggs, A Bainbridge, N Rabin, R Popat, A Rismani, ...
European radiology 27 (12), 5325-5336, 2017
272017
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
262017
An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets
M Antonelli, P Ducange, F Marcelloni
Neurocomputing 146, 125-136, 2014
242014
On the influence of feature selection in fuzzy rule-based regression model generation
M Antonelli, P Ducange, F Marcelloni, A Segatori
Information Sciences 329, 649-669, 2016
232016
A novel associative classification model based on a fuzzy frequent pattern mining algorithm
M Antonelli, P Ducange, F Marcelloni, A Segatori
Expert Systems with Applications 42 (4), 2086-2097, 2015
232015
A CAD system for lung nodule detection based on an anatomical model and a fuzzy neural network
M Antonelli, G Frosini, B Lazzerini, F Marcelloni
NAFIPS 2006-2006 Annual Meeting of the North American Fuzzy Information …, 2006
172006
Computer-aided detection of lung nodules based on decision fusion techniques
M Antonelli, M Cococcioni, B Lazzerini, F Marcelloni
Pattern Analysis and Applications 14 (3), 295-310, 2011
142011
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20