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Stefano Melacci
Stefano Melacci
Associate Professor, University of Siena, Italy
Email verificata su diism.unisi.it - Home page
Titolo
Citata da
Citata da
Anno
Laplacian Support Vector Machines Trained in the Primal
S Melacci, M Belkin
Journal of Machine Learning Research 12, 1149-1184, 2011
3892011
Foundations of support constraint machines
G Gnecco, M Gori, S Melacci, M Sanguineti
Neural computation 27 (2), 388-480, 2015
462015
A template-based approach to automatic face enhancement
S Melacci, L Sarti, M Maggini, M Gori
Pattern Analysis & Applications 13 (3), 289-300, 2010
302010
Unsupervised Learning by Minimal Entropy Encoding
S Melacci, M Gori
IEEE Transactions on Neural Networks and Learning Systems 23 (12), 1849-1861, 2012
262012
Neural poetry: Learning to generate poems using syllables
A Zugarini, S Melacci, M Maggini
International Conference on Artificial Neural Networks, 313-325, 2019
242019
Gravitational laws of focus of attention
D Zanca, S Melacci, M Gori
IEEE transactions on pattern analysis and machine intelligence 42 (12), 2983á…, 2019
242019
Constraint Verification With Kernel Machines
M Gori, S Melacci
IEEE Transactions on Neural Networks and Learning Systems 24 (5), 825-831, 2013
232013
A neural network approach to similarity learning
S Melacci, L Sarti, M Maggini, M Bianchini
Artificial Neural Networks in Pattern Recognition, 133-136, 2008
232008
Learning with mixed hard/soft pointwise constraints
G Gnecco, M Gori, S Melacci, M Sanguineti
IEEE transactions on neural networks and learning systems 26 (9), 2019-2032, 2014
202014
Learning from pairwise constraints by similarity neural networks
M Maggini, S Melacci, L Sarti
Neural Networks 23, 141-158, 2011
192011
Semi–supervised Learning with Constraints for Multi–view Object Recognition
S Melacci, M Maggini, M Gori
Artificial Neural Networks–ICANN 2009, 653-662, 2009
182009
Human-Driven FOL Explanations of Deep Learning.
G Ciravegna, F Giannini, M Gori, M Maggini, S Melacci
IJCAI, 2234-2240, 2020
172020
Semantic video labeling by developmental visual agents
M Gori, M Lippi, M Maggini, S Melacci
Computer Vision and Image Understanding 146, 9-26, 2016
17*2016
Learning with box kernels
S Melacci, M Gori
IEEE transactions on pattern analysis and machine intelligence 35 (11), 2680á…, 2013
172013
A theoretical framework for supervised learning from regions
G Gnecco, M Gori, S Melacci, M Sanguineti
Neurocomputing (Accepted), 2013
162013
Cognitive action laws: The case of visual features
A Betti, M Gori, S Melacci
IEEE transactions on neural networks and learning systems 31 (3), 938-949, 2019
142019
An unsupervised character-aware neural approach to word and context representation learning
G Marra, A Zugarini, S Melacci, M Maggini
International Conference on Artificial Neural Networks, 126-136, 2018
142018
Enhancing modern supervised word sense disambiguation models by semantic lexical resources
S Melacci, A Globo, L Rigutini
Proceedings of the Eleventh International Conference on Language Resourcesá…, 2018
142018
Entropy-based logic explanations of neural networks
P Barbiero, G Ciravegna, F Giannini, P Liˇ, M Gori, S Melacci
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6046-6054, 2022
112022
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers
S Melacci, G Ciravegna, A Sotgiu, A Demontis, B Biggio, M Gori, F Roli
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
11*2021
Il sistema al momento non pu˛ eseguire l'operazione. Riprova pi¨ tardi.
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