| 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 | 137 | 2004 |
| Nonsmooth optimization techniques for semisupervised classification A Astorino, A Fuduli IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (12), 2135 …, 2007 | 81 | 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 | 81 | 2004 |
| 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 | 66 | 2020 |
| DC models for spherical separation A Astorino, A Fuduli, M Gaudioso Journal of Global Optimization 48, 657-669, 2010 | 51 | 2010 |
| Margin maximization in spherical separation A Astorino, A Fuduli, M Gaudioso Computational Optimization and Applications 53, 301-322, 2012 | 45 | 2012 |
| 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 | 43 | 2019 |
| Integrated shipment dispatching and packing problems: a case study A Attanasio, A Fuduli, G Ghiani, C Triki Journal of Mathematical Modelling and Algorithms 6, 77-85, 2007 | 43 | 2007 |
| Support vector machine polyhedral separability in semisupervised learning A Astorino, A Fuduli Journal of Optimization Theory and Applications 164, 1039-1050, 2015 | 39 | 2015 |
| A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning M Avolio, A Fuduli IEEE transactions on neural networks and learning systems, 2020 | 38 | 2020 |
| 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 | 34 | 2019 |
| 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 | 33 | 2015 |
| Non-smoothness in classification problems A Astorino, A Fuduli, E Gorgone Optimisation Methods & Software 23 (5), 675-688, 2008 | 32 | 2008 |
| 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 | 30 | 2018 |
| 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 | 30 | 2013 |
| Spherical separation with infinitely far center A Astorino, A Fuduli Soft Computing 24 (23), 17751-17759, 2020 | 29 | 2020 |
| Viral pneumonia images classification by Multiple Instance Learning: preliminary results E Zumpano, A Fuduli, E Vocaturo, M Avolio Proceedings of the 25th International Database Engineering & Applications …, 2021 | 28 | 2021 |
| Multiple Instance Learning Algorithm for Medical Image Classification. A Astorino, A Fuduli, M Gaudioso, E Vocaturo SEBD 2400, 1-8, 2019 | 27 | 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 | 25 | 2017 |
| Tuning strategy for the proximity parameter in convex minimization A Fuduli, M Gaudioso Journal of optimization theory and applications 130 (1), 95-112, 2006 | 25 | 2006 |
Annabella AstorinoICAR-CNR sede di RendeVerifisert e-postadresse på icar.cnr.it
