Antonio Fuduli
Title
Cited by
Cited by
Year
Minimizing nonconvex nonsmooth functions via cutting planes and proximity control
A Fuduli, M Gaudioso, G Giallombardo
Siam journal on optimization 14 (3), 743-756, 2004
1112004
Nonsmooth optimization techniques for semisupervised classification
A Astorino, A Fuduli
IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (12), 2135 …, 2007
752007
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization
A Fuduli, M Gaudioso, G Giallombardo
Optimization Methods and Software 19 (1), 89-102, 2004
702004
DC models for spherical separation
A Astorino, A Fuduli, M Gaudioso
Journal of Global Optimization 48 (4), 657-669, 2010
452010
Margin maximization in spherical separation
A Astorino, A Fuduli, M Gaudioso
Computational Optimization and Applications 53 (2), 301-322, 2012
342012
Melanoma detection by means of multiple instance learning
A Astorino, A Fuduli, P Veltri, E Vocaturo
Interdisciplinary Sciences: Computational Life Sciences 12 (1), 24-31, 2020
292020
Non-smoothness in classification problems
A Astorino, A Fuduli, E Gorgone
Optimisation Methods & Software 23 (5), 675-688, 2008
282008
Integrated shipment dispatching and packing problems: a case study
A Attanasio, A Fuduli, G Ghiani, C Triki
Journal of Mathematical Modelling and Algorithms 6 (1), 77-85, 2007
272007
A nonmonotone proximal bundle method with (potentially) continuous step decisions
A Astorino, A Frangioni, A Fuduli, E Gorgone
SIAM Journal on Optimization 23 (3), 1784-1809, 2013
252013
A Lagrangian relaxation approach for binary multiple instance classification
A Astorino, A Fuduli, M Gaudioso
IEEE transactions on neural networks and learning systems 30 (9), 2662-2671, 2019
232019
Tuning strategy for the proximity parameter in convex minimization
A Fuduli, M Gaudioso
Journal of optimization theory and applications 130 (1), 95-112, 2006
222006
A multiple instance learning algorithm for color images classification
A Astorino, A Fuduli, M Gaudioso, E Vocaturo
Proceedings of the 22nd International Database Engineering & Applications …, 2018
212018
Support vector machine polyhedral separability in semisupervised learning
A Astorino, A Fuduli
Journal of Optimization Theory and Applications 164 (3), 1039-1050, 2015
202015
A splitting bundle approach for non-smooth non-convex minimization
A Fuduli, M Gaudioso, EA Nurminski
Optimization 64 (5), 1131-1151, 2015
192015
On a recent algorithm for multiple instance learning. Preliminary applications in image classification
A Astorino, A Fuduli, P Veltri, E Vocaturo
2017 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2017
172017
The proximal trajectory algorithm in SVM cross validation
A Astorino, A Fuduli
IEEE transactions on neural networks and learning systems 27 (5), 966-977, 2015
172015
A partially inexact bundle method for convex semi-infinite minmax problems
A Fuduli, M Gaudioso, G Giallombardo, G Miglionico
Communications in Nonlinear Science and Numerical Simulation 21 (1-3), 172-180, 2015
162015
A bundle modification strategy for convex minimization
AV Demyanov, A Fuduli, G Miglionico
European journal of operational research 180 (1), 38-47, 2007
162007
Multiple Instance Learning Algorithm for Medical Image Classification.
A Astorino, A Fuduli, M Gaudioso, E Vocaturo
SEBD 2400, 1-8, 2019
152019
Melanoma detection using color and texture features in computer vision systems
A Fuduli, P Veltri, E Vocaturo, E Zumpano
Advances in Science, Technology and Engineering Systems Journal 4 (5), 16-22, 2019
142019
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Articles 1–20