According to our database1, Annabella Astorino authored at least 23 papers between 2005 and 2019.
Legend:Book In proceedings Article PhD thesis Other
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification.
IEEE Trans. Neural Netw. Learning Syst., 2019
SVM-Based Multiple Instance Classification via DC Optimization.
Multiple Instance Learning Algorithm for Medical Image Classification.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019
A Multiple Instance Learning Algorithm for Color Images Classification.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018
A DC optimization-based clustering technique for edge detection.
Optimization Letters, 2017
Malicious URL detection via spherical classification.
Neural Computing and Applications, 2017
A method for convex minimization based on translated first-order approximations.
Numerical Algorithms, 2017
On a recent algorithm for multiple instance learning. Preliminary applications in image classification.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
The Proximal Trajectory Algorithm in SVM Cross Validation.
IEEE Trans. Neural Netw. Learning Syst., 2016
Optimizing sensor cover energy via DC programming.
Optimization Letters, 2016
Central axes and peripheral points in high dimensional directional datasets.
Comp. Opt. and Appl., 2016
Support Vector Machine Polyhedral Separability in Semisupervised Learning.
J. Optimization Theory and Applications, 2015
An illumination problem: optimal apex and optimal orientation for a cone of light.
J. Global Optimization, 2014
Edge detection by spherical separation.
Comput. Manag. Science, 2014
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions.
SIAM Journal on Optimization, 2013
Margin maximization in spherical separation.
Comp. Opt. and Appl., 2012
Piecewise-quadratic Approximations in Convex Numerical Optimization.
SIAM Journal on Optimization, 2011
Scaling up support vector machines using nearest neighbor condensation.
IEEE Trans. Neural Networks, 2010
DC models for spherical separation.
J. Global Optimization, 2010
A fixed-center spherical separation algorithm with kernel transformations for classification problems.
Comput. Manag. Science, 2009
Non-smoothness in classification problems.
Optimization Methods and Software, 2008
Nonsmooth Optimization Techniques for Semisupervised Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Ellipsoidal separation for classification problems.
Optimization Methods and Software, 2005