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Annabella Astorino
Annabella Astorino
ICAR-CNR sede di Rende
Verified email at icar.cnr.it
Title
Cited by
Cited by
Year
Polyhedral separability through successive LP
A Astorino, M Gaudioso
Journal of Optimization theory and applications 112 (2), 265-293, 2002
1152002
Nonsmooth optimization techniques for semisupervised classification
A Astorino, A Fuduli
IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (12), 2135 …, 2007
812007
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
622020
DC models for spherical separation
A Astorino, A Fuduli, M Gaudioso
Journal of Global Optimization 48, 657-669, 2010
522010
Scaling up support vector machines using nearest neighbor condensation
F Angiulli, A Astorino
IEEE Transactions on Neural Networks 21 (2), 351-357, 2010
482010
Piecewise-quadratic approximations in convex numerical optimization
A Astorino, A Frangioni, M Gaudioso, E Gorgone
SIAM Journal on Optimization 21 (4), 1418-1438, 2011
462011
Margin maximization in spherical separation
A Astorino, A Fuduli, M Gaudioso
Computational Optimization and Applications 53, 301-322, 2012
432012
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
402019
A fixed-center spherical separation algorithm with kernel transformations for classification problems
A Astorino, M Gaudioso
Computational Management Science 6 (3), 357-372, 2009
392009
Support vector machine polyhedral separability in semisupervised learning
A Astorino, A Fuduli
Journal of Optimization Theory and Applications 164, 1039-1050, 2015
342015
Ellipsoidal separation for classification problems
A Astorino, M Gaudioso
Optimization Methods and Software 20 (2-3), 267-276, 2005
342005
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
332015
Non-smoothness in classification problems
A Astorino, A Fuduli, E Gorgone
Optimisation Methods & Software 23 (5), 675-688, 2008
322008
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
282013
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
272018
A DC optimization-based clustering technique for edge detection
W Khalaf, A Astorino, P D’Alessandro, M Gaudioso
Optimization Letters 11 (3), 627-640, 2017
252017
Multiple Instance Learning Algorithm for Medical Image Classification.
A Astorino, A Fuduli, M Gaudioso, E Vocaturo
SEBD 2400, 1-8, 2019
242019
Spherical separation with infinitely far center
A Astorino, A Fuduli
Soft Computing 24 (23), 17751-17759, 2020
232020
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
232017
Data preprocessing in semi-supervised SVM classification
A Astorino, E Gorgone, M Gaudioso, D Pallaschke
Optimization 60 (1-2), 143-151, 2011
232011
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