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ORCIDAnnabella Astorino
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2020 – today
- 2025
[j28]Annabella Astorino, Manlio Gaudioso, Enrico Gorgone
, Benedetto Manca:
Difference of Convex programming in adversarial SVM. J. Comput. Appl. Math. 454: 116201 (2025)- 2023
- [j27]Annabella Astorino, Matteo Avolio, Antonio Fuduli:
Maximum-margin polyhedral separation for binary Multiple Instance Learning. EURO J. Comput. Optim. 11: 100070 (2023) - [j26]Annabella Astorino, Matteo Avolio, Annamaria Canino, Teresa Crupi, Antonio Fuduli:
Partitional clustering via successive transportation problems. Oper. Res. Lett. 51(1): 40-46 (2023) - [j25]Annabella Astorino, Antonio Frangioni, Enrico Gorgone, Benedetto Manca:
Ellipsoidal classification via semidefinite programming. Oper. Res. Lett. 51(2): 197-203 (2023) - 2022
- [j24]Annabella Astorino, Matteo Avolio, Antonio Fuduli:
A maximum-margin multisphere approach for binary Multiple Instance Learning. Eur. J. Oper. Res. 299(2): 642-652 (2022) - 2021
- [j23]Annabella Astorino, Manlio Gaudioso, Giovanna Miglionico:
A Lagrangean relaxation approach to lifetime maximization of directional sensor networks. Networks 78(1): 5-16 (2021) - [j22]Annabella Astorino, Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca:
Polyhedral separation via difference of convex (DC) programming. Soft Comput. 25(19): 12605-12613 (2021) - 2020
- [j21]Annabella Astorino, Antonio Fuduli:
Spherical separation with infinitely far center. Soft Comput. 24(23): 17751-17759 (2020) - [c4]Annabella Astorino, Rosa Berti, Alessandro Astorino, Vincent Bitonti, Manuel De Marco, Valentina Feraco, Alexei Palumbo, Francesco Porti, Ilario Zannino:
Early Detection of Eating Disorders Through Machine Learning Techniques. LION 2020: 33-39
2010 – 2019
- 2019
- [j20]Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico:
SVM-Based Multiple Instance Classification via DC Optimization. Algorithms 12(12): 249 (2019) - [j19]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2662-2671 (2019) - [c3]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD 2019 - 2018
- [c2]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS 2018: 262-266 - 2017
- [j18]Annabella Astorino, Manlio Gaudioso, Enrico Gorgone:
A method for convex minimization based on translated first-order approximations. Numer. Algorithms 76(3): 745-760 (2017) - [j17]Annabella Astorino, Antonino Chiarello, Manlio Gaudioso, Antonio Piccolo:
Malicious URL detection via spherical classification. Neural Comput. Appl. 28(S-1): 699-705 (2017) - [j16]Walaa Khalaf, Annabella Astorino, Pietro D'Alessandro, Manlio Gaudioso:
A DC optimization-based clustering technique for edge detection. Optim. Lett. 11(3): 627-640 (2017) - [c1]Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo:
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM 2017: 1615-1619 - 2016
- [j15]Annabella Astorino, Manlio Gaudioso, Alberto Seeger:
Central axes and peripheral points in high dimensional directional datasets. Comput. Optim. Appl. 65(2): 313-338 (2016) - [j14]Annabella Astorino, Giovanna Miglionico:
Optimizing sensor cover energy via DC programming. Optim. Lett. 10(2): 355-368 (2016) - [j13]Annabella Astorino, Antonio Fuduli:
The Proximal Trajectory Algorithm in SVM Cross Validation. IEEE Trans. Neural Networks Learn. Syst. 27(5): 966-977 (2016) - 2015
- [j12]Annabella Astorino, Antonio Fuduli:
Support Vector Machine Polyhedral Separability in Semisupervised Learning. J. Optim. Theory Appl. 164(3): 1039-1050 (2015) - 2014
- [j11]Annabella Astorino, Manlio Gaudioso, Walaa Khalaf:
Edge detection by spherical separation. Comput. Manag. Sci. 11(4): 517-530 (2014) - [j10]Annabella Astorino, Manlio Gaudioso, Alberto Seeger:
An illumination problem: optimal apex and optimal orientation for a cone of light. J. Glob. Optim. 58(4): 729-750 (2014) - 2013
- [j9]Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone:
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions. SIAM J. Optim. 23(3): 1784-1809 (2013) - 2012
- [j8]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
Margin maximization in spherical separation. Comput. Optim. Appl. 53(2): 301-322 (2012) - 2011
- [j7]Annabella Astorino, Antonio Frangioni, Manlio Gaudioso, Enrico Gorgone:
Piecewise-quadratic Approximations in Convex Numerical Optimization. SIAM J. Optim. 21(4): 1418-1438 (2011) - 2010
- [j6]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
DC models for spherical separation. J. Glob. Optim. 48(4): 657-669 (2010) - [j5]Fabrizio Angiulli, Annabella Astorino:
Scaling up support vector machines using nearest neighbor condensation. IEEE Trans. Neural Networks 21(2): 351-357 (2010)
2000 – 2009
- 2009
- [j4]Annabella Astorino, Manlio Gaudioso:
A fixed-center spherical separation algorithm with kernel transformations for classification problems. Comput. Manag. Sci. 6(3): 357-372 (2009) - 2008
- [j3]Annabella Astorino, Antonio Fuduli, Enrico Gorgone:
Non-smoothness in classification problems. Optim. Methods Softw. 23(5): 675-688 (2008) - 2007
- [j2]Annabella Astorino, Antonio Fuduli:
Nonsmooth Optimization Techniques for Semisupervised Classification. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2135-2142 (2007) - 2005
- [j1]Annabella Astorino, Manlio Gaudioso:
Ellipsoidal separation for classification problems. Optim. Methods Softw. 20(2-3): 267-276 (2005)
Coauthor Index
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