Annabella Astorino

According to our database1, Annabella Astorino authored at least 23 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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Bibliography

2019
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification.
IEEE Trans. Neural Netw. Learning Syst., 2019

SVM-Based Multiple Instance Classification via DC Optimization.
Algorithms, 2019

Multiple Instance Learning Algorithm for Medical Image Classification.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018
A Multiple Instance Learning Algorithm for Color Images Classification.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

2017
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

2016
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

2015
Support Vector Machine Polyhedral Separability in Semisupervised Learning.
J. Optimization Theory and Applications, 2015

2014
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

2013
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions.
SIAM Journal on Optimization, 2013

2012
Margin maximization in spherical separation.
Comp. Opt. and Appl., 2012

2011
Piecewise-quadratic Approximations in Convex Numerical Optimization.
SIAM Journal on Optimization, 2011

2010
Scaling up support vector machines using nearest neighbor condensation.
IEEE Trans. Neural Networks, 2010

DC models for spherical separation.
J. Global Optimization, 2010

2009
A fixed-center spherical separation algorithm with kernel transformations for classification problems.
Comput. Manag. Science, 2009

2008
Non-smoothness in classification problems.
Optimization Methods and Software, 2008

2007
Nonsmooth Optimization Techniques for Semisupervised Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

2005
Ellipsoidal separation for classification problems.
Optimization Methods and Software, 2005


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