Annabella Astorino
Annabella Astorino
ICAR-CNR sede di Rende
Bestätigte E-Mail-Adresse bei icar.cnr.it
Titel
Zitiert von
Zitiert von
Jahr
Polyhedral separability through successive LP
A Astorino, M Gaudioso
Journal of Optimization theory and applications 112 (2), 265-293, 2002
912002
Nonsmooth optimization techniques for semisupervised classification
A Astorino, A Fuduli
IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (12), 2135 …, 2007
722007
DC models for spherical separation
A Astorino, A Fuduli, M Gaudioso
Journal of Global Optimization 48 (4), 657-669, 2010
432010
Scaling up support vector machines using nearest neighbor condensation
F Angiulli, A Astorino
IEEE Transactions on Neural Networks 21 (2), 351-357, 2010
382010
Piecewise-quadratic approximations in convex numerical optimization
A Astorino, A Frangioni, M Gaudioso, E Gorgone
SIAM Journal on Optimization 21 (4), 1418-1438, 2011
352011
Ellipsoidal separation for classification problems
A Astorino, M Gaudioso
Optimization Methods and Software 20 (2-3), 267-276, 2005
302005
Non-smoothness in classification problems
A Astorino, A Fuduli, E Gorgone
Optimisation Methods & Software 23 (5), 675-688, 2008
282008
Margin maximization in spherical separation
A Astorino, A Fuduli, M Gaudioso
Computational Optimization and Applications 53 (2), 301-322, 2012
272012
A fixed-center spherical separation algorithm with kernel transformations for classification problems
A Astorino, M Gaudioso
Computational Management Science 6 (3), 357-372, 2009
232009
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
222013
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
192018
Support vector machine polyhedral separability in semisupervised learning
A Astorino, A Fuduli
Journal of Optimization Theory and Applications 164 (3), 1039-1050, 2015
192015
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
182019
Conic Separation of Finite Sets I. The Homogeneous Case.
A Astorino, M Gaudioso, A Seeger
172014
Optimizing sensor cover energy via DC programming
A Astorino, G Miglionico
Optimization Letters 10 (2), 355-368, 2016
162016
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
162015
Data preprocessing in semi-supervised SVM classification
A Astorino, E Gorgone, M Gaudioso, D Pallaschke
Optimization 60 (1-2), 143-151, 2011
162011
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
142020
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
142017
The group allocation problem in a transshipment container terminal
L Moccia, A Astorino
11th World Conference on Transport ResearchWorld Conference on Transport …, 2007
142007
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