Annabella Astorino

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Supervised Learning

Support Vector Machine

Lagrangean Relaxation

Early Detection

Top Venues

Oper. Res. Lett.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Annabella Astorino, Matteo Avolio, Antonio Fuduli
Maximum-margin polyhedral separation for binary Multiple Instance Learning. EURO J. Comput. Optim. 11 (2023)
Annabella Astorino, Antonio Frangioni, Enrico Gorgone, Benedetto Manca
Ellipsoidal classification via semidefinite programming. Oper. Res. Lett. 51 (2) (2023)
Annabella Astorino, Matteo Avolio, Annamaria Canino, Teresa Crupi, Antonio Fuduli
Partitional clustering via successive transportation problems. Oper. Res. Lett. 51 (1) (2023)
Annabella Astorino, Matteo Avolio, Antonio Fuduli
A maximum-margin multisphere approach for binary Multiple Instance Learning. Eur. J. Oper. Res. 299 (2) (2022)
Annabella Astorino, Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca
Polyhedral separation via difference of convex (DC) programming. Soft Comput. 25 (19) (2021)
Annabella Astorino, Manlio Gaudioso, Giovanna Miglionico
A Lagrangean relaxation approach to lifetime maximization of directional sensor networks. Networks 78 (1) (2021)
Annabella Astorino, Antonio Fuduli
Spherical separation with infinitely far center. Soft Comput. 24 (23) (2020)
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)
Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico
SVM-Based Multiple Instance Classification via DC Optimization. Algorithms 12 (12) (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS (2018)
Walaa Khalaf, Annabella Astorino, Pietro D'Alessandro, Manlio Gaudioso
A DC optimization-based clustering technique for edge detection. Optim. Lett. 11 (3) (2017)
Annabella Astorino, Manlio Gaudioso, Enrico Gorgone
A method for convex minimization based on translated first-order approximations. Numer. Algorithms 76 (3) (2017)
Annabella Astorino, Antonino Chiarello, Manlio Gaudioso, Antonio Piccolo
Malicious URL detection via spherical classification. Neural Comput. Appl. 28 (S-1) (2017)
Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM (2017)
Annabella Astorino, Antonio Fuduli
The Proximal Trajectory Algorithm in SVM Cross Validation. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
Central axes and peripheral points in high dimensional directional datasets. Comput. Optim. Appl. 65 (2) (2016)
Annabella Astorino, Giovanna Miglionico
Optimizing sensor cover energy via DC programming. Optim. Lett. 10 (2) (2016)
Annabella Astorino, Antonio Fuduli
Support Vector Machine Polyhedral Separability in Semisupervised Learning. J. Optim. Theory Appl. 164 (3) (2015)
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
An illumination problem: optimal apex and optimal orientation for a cone of light. J. Glob. Optim. 58 (4) (2014)
Annabella Astorino, Manlio Gaudioso, Walaa Khalaf
Edge detection by spherical separation. Comput. Manag. Sci. 11 (4) (2014)
Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions. SIAM J. Optim. 23 (3) (2013)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
Margin maximization in spherical separation. Comput. Optim. Appl. 53 (2) (2012)
Annabella Astorino, Antonio Frangioni, Manlio Gaudioso, Enrico Gorgone
Piecewise-quadratic Approximations in Convex Numerical Optimization. SIAM J. Optim. 21 (4) (2011)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
DC models for spherical separation. J. Glob. Optim. 48 (4) (2010)
Fabrizio Angiulli, Annabella Astorino
Scaling up support vector machines using nearest neighbor condensation. IEEE Trans. Neural Networks 21 (2) (2010)
Annabella Astorino, Manlio Gaudioso
A fixed-center spherical separation algorithm with kernel transformations for classification problems. Comput. Manag. Sci. 6 (3) (2009)
Annabella Astorino, Antonio Fuduli, Enrico Gorgone
Non-smoothness in classification problems. Optim. Methods Softw. 23 (5) (2008)
Annabella Astorino, Antonio Fuduli
Nonsmooth Optimization Techniques for Semisupervised Classification. IEEE Trans. Pattern Anal. Mach. Intell. 29 (12) (2007)
Annabella Astorino, Manlio Gaudioso
Ellipsoidal separation for classification problems. Optim. Methods Softw. 20 (2-3) (2005)