Annabella Astorino

37 papers C 1Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Difference of Convex programming in adversarial SVM.
J. Comput. Appl. Math.
Annabella Astorino, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca
2025 — ed.
Numerical Computations: Theory and Algorithms - 4th International Conference, NUMTA 2023, Pizzo Calabro, Italy, June 14-20, 2023, Revised Selected Papers, Part I
NUMTA (1)
Yaroslav D. Sergeyev, Dmitri E. Kvasov, Annabella Astorino
2025 — ed.
Numerical Computations: Theory and Algorithms - 4th International Conference, NUMTA 2023, Pizzo Calabro, Italy, June 14-20, 2023, Revised Selected Papers, Part II
NUMTA (2)
Yaroslav D. Sergeyev, Dmitri E. Kvasov, Annabella Astorino
2025 — ed.
Numerical Computations: Theory and Algorithms - 4th International Conference, NUMTA 2023, Pizzo Calabro, Italy, June 14-20, 2023, Revised Selected Papers, Part III
NUMTA (3)
Yaroslav D. Sergeyev, Dmitri E. Kvasov, Annabella Astorino
2023 — conf
DC Optimization in Adversarial Sparse Support Vector Machine.
NUMTA (1)
Annabella Astorino, Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca
2023 J jnl
Ellipsoidal classification via semidefinite programming.
Oper. Res. Lett.
Annabella Astorino, Antonio Frangioni, Enrico Gorgone, Benedetto Manca
2023 J jnl
Maximum-margin polyhedral separation for binary Multiple Instance Learning.
EURO J. Comput. Optim.
Annabella Astorino, Matteo Avolio, Antonio Fuduli
2023 J jnl
Partitional clustering via successive transportation problems.
Oper. Res. Lett.
Annabella Astorino, Matteo Avolio, Annamaria Canino, Teresa Crupi, Antonio Fuduli
2023 — conf
Unimaginable Numbers and Infinity Computing at School: An Experimentation in Northern Italy.
NUMTA (3)
Luigi Antoniotti, Annabella Astorino, Fabio Caldarola
2022 J jnl
A maximum-margin multisphere approach for binary Multiple Instance Learning.
Eur. J. Oper. Res.
Annabella Astorino, Matteo Avolio, Antonio Fuduli
2021 J jnl
A Lagrangean relaxation approach to lifetime maximization of directional sensor networks.
Networks
Annabella Astorino, Manlio Gaudioso, Giovanna Miglionico
2021 J jnl
Polyhedral separation via difference of convex (DC) programming.
Soft Comput.
Annabella Astorino, Massimo Di Francesco, Manlio Gaudioso, Enrico Gorgone, Benedetto Manca
2020 — conf
Early Detection of Eating Disorders Through Machine Learning Techniques.
LION
Annabella Astorino, Rosa Berti, Alessandro Astorino, Vincent Bitonti, Manuel De Marco, Valentina Feraco, Alexei Palumbo, Francesco Porti, Ilario Zannino
2020 J jnl
Spherical separation with infinitely far center.
Soft Comput.
Annabella Astorino, Antonio Fuduli
2019 J jnl
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification.
IEEE Trans. Neural Networks Learn. Syst.
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
2019 — conf
Multiple Instance Learning Algorithm for Medical Image Classification.
SEBD
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
2019 J jnl
SVM-Based Multiple Instance Classification via DC Optimization.
Algorithms
Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico
2018 C conf
A Multiple Instance Learning Algorithm for Color Images Classification.
IDEAS
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
2017 J jnl
A DC optimization-based clustering technique for edge detection.
Optim. Lett.
Walaa Khalaf, Annabella Astorino, Pietro D'Alessandro, Manlio Gaudioso
2017 J jnl
A method for convex minimization based on translated first-order approximations.
Numer. Algorithms
Annabella Astorino, Manlio Gaudioso, Enrico Gorgone
2017 J jnl
Malicious URL detection via spherical classification.
Neural Comput. Appl.
Annabella Astorino, Antonino Chiarello, Manlio Gaudioso, Antonio Piccolo
2017 — conf
On a recent algorithm for multiple instance learning. Preliminary applications in image classification.
BIBM
Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo
2016 J jnl
Central axes and peripheral points in high dimensional directional datasets.
Comput. Optim. Appl.
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
2016 J jnl
Optimizing sensor cover energy via DC programming.
Optim. Lett.
Annabella Astorino, Giovanna Miglionico
2016 J jnl
The Proximal Trajectory Algorithm in SVM Cross Validation.
IEEE Trans. Neural Networks Learn. Syst.
Annabella Astorino, Antonio Fuduli
2015 J jnl
Support Vector Machine Polyhedral Separability in Semisupervised Learning.
J. Optim. Theory Appl.
Annabella Astorino, Antonio Fuduli
2014 J jnl
An illumination problem: optimal apex and optimal orientation for a cone of light.
J. Glob. Optim.
Annabella Astorino, Manlio Gaudioso, Alberto Seeger
2014 J jnl
Edge detection by spherical separation.
Comput. Manag. Sci.
Annabella Astorino, Manlio Gaudioso, Walaa Khalaf
2013 J jnl
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions.
SIAM J. Optim.
Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone
2012 J jnl
Margin maximization in spherical separation.
Comput. Optim. Appl.
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
2011 J jnl
Piecewise-quadratic Approximations in Convex Numerical Optimization.
SIAM J. Optim.
Annabella Astorino, Antonio Frangioni, Manlio Gaudioso, Enrico Gorgone
2010 J jnl
DC models for spherical separation.
J. Glob. Optim.
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
2010 J jnl
Scaling up support vector machines using nearest neighbor condensation.
IEEE Trans. Neural Networks
Fabrizio Angiulli, Annabella Astorino
2009 J jnl
A fixed-center spherical separation algorithm with kernel transformations for classification problems.
Comput. Manag. Sci.
Annabella Astorino, Manlio Gaudioso
2008 J jnl
Non-smoothness in classification problems.
Optim. Methods Softw.
Annabella Astorino, Antonio Fuduli, Enrico Gorgone
2007 J jnl
Nonsmooth Optimization Techniques for Semisupervised Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Annabella Astorino, Antonio Fuduli
2005 J jnl
Ellipsoidal separation for classification problems.
Optim. Methods Softw.
Annabella Astorino, Manlio Gaudioso