Ellipsoidal separation for classification problems. - Annabella Astorino; Manlio Gaudioso (Optim. Methods Softw., 2005)

Nonsmooth Optimization Techniques for Semisupervised Classification. - Annabella Astorino; Antonio Fuduli (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Non-smoothness in classification problems. - Annabella Astorino; Antonio Fuduli; Enrico Gorgone (Optim. Methods Softw., 2008)

A fixed-center spherical separation algorithm with kernel transformations for classification problems. - Annabella Astorino; Manlio Gaudioso (Comput. Manag. Sci., 2009)

DC models for spherical separation. - Annabella Astorino; Antonio Fuduli; Manlio Gaudioso (J. Glob. Optim., 2010)

Scaling up support vector machines using nearest neighbor condensation. - Fabrizio Angiulli; Annabella Astorino (IEEE Trans. Neural Networks, 2010)

Piecewise-quadratic Approximations in Convex Numerical Optimization. - Annabella Astorino; Antonio Frangioni; Manlio Gaudioso; Enrico Gorgone (SIAM J. Optim., 2011)

Margin maximization in spherical separation. - Annabella Astorino; Antonio Fuduli; Manlio Gaudioso (Comput. Optim. Appl., 2012)

A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions. - Annabella Astorino; Antonio Frangioni; Antonio Fuduli; Enrico Gorgone (SIAM J. Optim., 2013)

Edge detection by spherical separation. - Annabella Astorino; Manlio Gaudioso; Walaa Khalaf (Comput. Manag. Sci., 2014)

An illumination problem: optimal apex and optimal orientation for a cone of light. - Annabella Astorino; Manlio Gaudioso; Alberto Seeger (J. Glob. Optim., 2014)

Support Vector Machine Polyhedral Separability in Semisupervised Learning. - Annabella Astorino; Antonio Fuduli (J. Optim. Theory Appl., 2015)

Central axes and peripheral points in high dimensional directional datasets. - Annabella Astorino; Manlio Gaudioso; Alberto Seeger (Comput. Optim. Appl., 2016)

Optimizing sensor cover energy via DC programming. - Annabella Astorino; Giovanna Miglionico (Optim. Lett., 2016)

The Proximal Trajectory Algorithm in SVM Cross Validation. - Annabella Astorino; Antonio Fuduli (IEEE Trans. Neural Networks Learn. Syst., 2016)

On a recent algorithm for multiple instance learning. Preliminary applications in image classification. - Annabella Astorino; Antonio Fuduli; Pierangelo Veltri; Eugenio Vocaturo (BIBM, 2017)

A method for convex minimization based on translated first-order approximations. - Annabella Astorino; Manlio Gaudioso; Enrico Gorgone (Numer. Algorithms, 2017)

Malicious URL detection via spherical classification. - Annabella Astorino; Antonino Chiarello; Manlio Gaudioso; Antonio Piccolo (Neural Comput. Appl., 2017)

A DC optimization-based clustering technique for edge detection. - Walaa Khalaf; Annabella Astorino; Pietro D'Alessandro; Manlio Gaudioso (Optim. Lett., 2017)

A Multiple Instance Learning Algorithm for Color Images Classification. - Annabella Astorino; Antonio Fuduli; Manlio Gaudioso; Eugenio Vocaturo (IDEAS, 2018)

Multiple Instance Learning Algorithm for Medical Image Classification. - Annabella Astorino; Antonio Fuduli; Manlio Gaudioso; Eugenio Vocaturo (SEBD, 2019)

SVM-Based Multiple Instance Classification via DC Optimization. - Annabella Astorino; Antonio Fuduli; Giovanni Giallombardo; Giovanna Miglionico (Algorithms, 2019)

A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. - Annabella Astorino; Antonio Fuduli; Manlio Gaudioso (IEEE Trans. Neural Networks Learn. Syst., 2019)

Early Detection of Eating Disorders Through Machine Learning Techniques. - Annabella Astorino; Rosa Berti; Alessandro Astorino; Vincent Bitonti; Manuel De Marco; Valentina Feraco; Alexei Palumbo; Francesco Porti; Ilario Zannino (LION, 2020)

Spherical separation with infinitely far center. - Annabella Astorino; Antonio Fuduli (Soft Comput., 2020)

A Lagrangean relaxation approach to lifetime maximization of directional sensor networks. - Annabella Astorino; Manlio Gaudioso; Giovanna Miglionico (Networks, 2021)

Polyhedral separation via difference of convex (DC) programming. - Annabella Astorino; Massimo Di Francesco; Manlio Gaudioso; Enrico Gorgone; Benedetto Manca (Soft Comput., 2021)

A maximum-margin multisphere approach for binary Multiple Instance Learning. - Annabella Astorino; Matteo Avolio; Antonio Fuduli (Eur. J. Oper. Res., 2022)

Unimaginable Numbers and Infinity Computing at School: An Experimentation in Northern Italy. - Luigi Antoniotti; Annabella Astorino; Fabio Caldarola (NUMTA (3), 2023)

DC Optimization in Adversarial Sparse Support Vector Machine. - Annabella Astorino; Massimo Di Francesco; Manlio Gaudioso; Enrico Gorgone; Benedetto Manca (NUMTA (1), 2023)

Maximum-margin polyhedral separation for binary Multiple Instance Learning. - Annabella Astorino; Matteo Avolio; Antonio Fuduli (EURO J. Comput. Optim., 2023)

Partitional clustering via successive transportation problems. - Annabella Astorino; Matteo Avolio; Annamaria Canino; Teresa Crupi; Antonio Fuduli (Oper. Res. Lett., 2023)

Ellipsoidal classification via semidefinite programming. - Annabella Astorino; Antonio Frangioni; Enrico Gorgone; Benedetto Manca (Oper. Res. Lett., 2023)

Difference of Convex programming in adversarial SVM. - Annabella Astorino; Manlio Gaudioso; Enrico Gorgone; Benedetto Manca (J. Comput. Appl. Math., 2025)