| 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 | 117 | 2004 |
| Nonsmooth optimization techniques for semisupervised classification A Astorino, A Fuduli IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (12), 2135 …, 2007 | 74 | 2007 |
| 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 | 72 | 2004 |
| DC models for spherical separation A Astorino, A Fuduli, M Gaudioso Journal of Global Optimization 48 (4), 657-669, 2010 | 46 | 2010 |
| Margin maximization in spherical separation A Astorino, A Fuduli, M Gaudioso Computational Optimization and Applications 53 (2), 301-322, 2012 | 38 | 2012 |
| 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 | 36 | 2020 |
| 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 | 32 | 2007 |
| 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 | 28 | 2019 |
| Non-smoothness in classification problems A Astorino, A Fuduli, E Gorgone Optimisation Methods & Software 23 (5), 675-688, 2008 | 27 | 2008 |
| 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 | 26 | 2013 |
| 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 | 23 | 2018 |
| 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 | 22 | 2015 |
| Tuning strategy for the proximity parameter in convex minimization A Fuduli, M Gaudioso Journal of optimization theory and applications 130 (1), 95-112, 2006 | 22 | 2006 |
| 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 | 21 | 2019 |
| 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 | 20 | 2017 |
| A splitting bundle approach for non-smooth non-convex minimization A Fuduli, M Gaudioso, EA Nurminski Optimization 64 (5), 1131-1151, 2015 | 20 | 2015 |
| Support vector machine polyhedral separability in semisupervised learning A Astorino, A Fuduli Journal of Optimization Theory and Applications 164 (3), 1039-1050, 2015 | 20 | 2015 |
| 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 | 18 | 2015 |
| Multiple Instance Learning Algorithm for Medical Image Classification. A Astorino, A Fuduli, M Gaudioso, E Vocaturo SEBD 2400, 1-8, 2019 | 17 | 2019 |
| A bundle modification strategy for convex minimization AV Demyanov, A Fuduli, G Miglionico European journal of operational research 180 (1), 38-47, 2007 | 17 | 2007 |
Annabella AstorinoICAR-CNR sede di RendeVerified email at icar.cnr.it
