Annabella Astorino

Matteo Avolio

EURO J. Comput. Optim., January, 2023

2022

A maximum-margin multisphere approach for binary Multiple Instance Learning.

[BibT_eX]

[DOI]

Matteo Avolio

Eur. J. Oper. Res., 2022

2021

Polyhedral separation via difference of convex (DC) programming.

[BibT_eX]

[DOI]

Soft Comput., 2021

A Lagrangean relaxation approach to lifetime maximization of directional sensor networks.

[BibT_eX]

[DOI]

Giovanna Miglionico

Networks, 2021

2020

Spherical separation with infinitely far center.

[BibT_eX]

[DOI]

Soft Comput., 2020

Early Detection of Eating Disorders Through Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

2019

A Lagrangian Relaxation Approach for Binary Multiple Instance Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

SVM-Based Multiple Instance Classification via DC Optimization.

[BibT_eX]

[DOI]

Giovanni Giallombardo

Giovanna Miglionico

Algorithms, 2019

Multiple Instance Learning Algorithm for Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018

A Multiple Instance Learning Algorithm for Color Images Classification.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

2017

A DC optimization-based clustering technique for edge detection.

[BibT_eX]

[DOI]

Optim. Lett., 2017

Malicious URL detection via spherical classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

A method for convex minimization based on translated first-order approximations.

[BibT_eX]

[DOI]

Enrico Gorgone

Numer. Algorithms, 2017

On a recent algorithm for multiple instance learning. Preliminary applications in image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

The Proximal Trajectory Algorithm in SVM Cross Validation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Optimizing sensor cover energy via DC programming.

[BibT_eX]

[DOI]

Giovanna Miglionico

Optim. Lett., 2016

Central axes and peripheral points in high dimensional directional datasets.

[BibT_eX]

[DOI]

Alberto Seeger

Comput. Optim. Appl., 2016

2015

Support Vector Machine Polyhedral Separability in Semisupervised Learning.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2015

2014

An illumination problem: optimal apex and optimal orientation for a cone of light.

[BibT_eX]

[DOI]

Alberto Seeger

J. Glob. Optim., 2014

Edge detection by spherical separation.

[BibT_eX]

[DOI]

Walaa Khalaf

Comput. Manag. Sci., 2014

2013

A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions.

[BibT_eX]

[DOI]

SIAM J. Optim., 2013

2012

Margin maximization in spherical separation.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2012

2011

Piecewise-quadratic Approximations in Convex Numerical Optimization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2011

2010

Scaling up support vector machines using nearest neighbor condensation.

[BibT_eX]

[DOI]

Fabrizio Angiulli

IEEE Trans. Neural Networks, 2010

DC models for spherical separation.

[BibT_eX]

[DOI]

J. Glob. Optim., 2010

2009

A fixed-center spherical separation algorithm with kernel transformations for classification problems.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2009

2008

Non-smoothness in classification problems.

[BibT_eX]

[DOI]

Enrico Gorgone

Optim. Methods Softw., 2008

2007

Nonsmooth Optimization Techniques for Semisupervised Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

2005

Ellipsoidal separation for classification problems.

[BibT_eX]

[DOI]