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Stefano Melacci
Stefano Melacci
Associate Professor, University of Siena, Italy
Verified email at diism.unisi.it - Homepage
Title
Cited by
Cited by
Year
Laplacian Support Vector Machines Trained in the Primal
S Melacci, M Belkin
Journal of Machine Learning Research 12, 1149-1184, 2011
4022011
Machine Learning: A constraint-based approach
M Gori, A Betti, S Melacci
Elsevier, 2023
972023
Foundations of support constraint machines
G Gnecco, M Gori, S Melacci, M Sanguineti
Neural computation 27 (2), 388-480, 2015
482015
Gravitational laws of focus of attention
D Zanca, S Melacci, M Gori
IEEE transactions on pattern analysis and machine intelligence 42 (12), 2983á…, 2019
372019
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
342022
Neural poetry: Learning to generate poems using syllables
A Zugarini, S Melacci, M Maggini
Artificial Neural Networks and Machine Learning–ICANN 2019: Text and Timeá…, 2019
342019
A template-based approach to automatic face enhancement
S Melacci, L Sarti, M Maggini, M Gori
Pattern Analysis & Applications 13 (3), 289-300, 2010
322010
Unsupervised Learning by Minimal Entropy Encoding
S Melacci, M Gori
IEEE Transactions on Neural Networks and Learning Systems 23 (12), 1849-1861, 2012
292012
Constraint Verification With Kernel Machines
M Gori, S Melacci
IEEE Transactions on Neural Networks and Learning Systems 24 (5), 825-831, 2013
252013
A neural network approach to similarity learning
S Melacci, L Sarti, M Maggini, M Bianchini
Artificial Neural Networks in Pattern Recognition, 133-136, 2008
252008
Human-Driven FOL Explanations of Deep Learning.
G Ciravegna, F Giannini, M Gori, M Maggini, S Melacci
IJCAI, 2234-2240, 2020
242020
Learning from pairwise constraints by similarity neural networks
M Maggini, S Melacci, L Sarti
Neural Networks 23, 141-158, 2011
212011
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
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
192019
Semantic video labeling by developmental visual agents
M Gori, M Lippi, M Maggini, S Melacci
Computer Vision and Image Understanding 146, 9-26, 2016
19*2016
Logic explained networks
G Ciravegna, P Barbiero, F Giannini, M Gori, P Liˇ, M Maggini, S Melacci
Artificial Intelligence 314, 103822, 2023
182023
Learning with box kernels
S Melacci, M Gori
IEEE transactions on pattern analysis and machine intelligence 35 (11), 2680á…, 2013
182013
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
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
17*2021
An unsupervised character-aware neural approach to word and context representation learning
G Marra, A Zugarini, S Melacci, M Maggini
Artificial Neural Networks and Machine Learning–ICANN 2018: 27thá…, 2018
162018
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