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1

Support Vector Machine Polyhedral Separability in Semisupervised Learning

Astorino, Annabella, Fuduli, Antonio

Journal:

Journal of Optimization Theory and Applications

Year:

2015

Language:

english

File:

PDF, 487 KB

english, 2015

2

Melanoma Detection by Means of Multiple Instance Learning

Astorino, Annabella, Fuduli, Antonio, Veltri, Pierangelo, Vocaturo, Eugenio

Journal:

Interdisciplinary Sciences: Computational Life Sciences

Year:

2019

Language:

english

File:

PDF, 1.25 MB

english, 2019

3

Margin maximization in spherical separation

Annabella Astorino, Antonio Fuduli, Manlio Gaudioso

Journal:

Computational Optimization and Applications

Year:

2012

Language:

english

File:

PDF, 667 KB

english, 2012

4

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

Annabella Astorino, Manlio Gaudioso, Alberto Seeger

Journal:

Journal of Global Optimization

Year:

2014

Language:

english

File:

PDF, 540 KB

english, 2014

5

Optimizing sensor cover energy via DC programming

Astorino, Annabella, Miglionico, Giovanna

Journal:

Optimization Letters

Year:

2016

Language:

english

File:

PDF, 766 KB

english, 2016

6

Semisupervised spherical separation

Astorino, Annabella, Fuduli, Antonio

Journal:

Applied Mathematical Modelling

Year:

2015

Language:

english

File:

PDF, 271 KB

english, 2015

7

Central axes and peripheral points in high dimensional directional datasets

Astorino, Annabella, Gaudioso, Manlio, Seeger, Alberto

Journal:

Computational Optimization and Applications

Year:

2016

Language:

english

File:

PDF, 537 KB

english, 2016

8

The Proximal Trajectory Algorithm in SVM Cross Validation

Astorino, Annabella, Fuduli, Antonio

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 1.86 MB

english, 2015

9

An illumination problem with tradeoff between coverage of a dataset and aperture angle of a conic light beam

Astorino, Annabella, Gaudioso, Manlio, Seeger, Alberto

Journal:

Optimization and Engineering

Year:

2016

Language:

english

File:

PDF, 785 KB

english, 2016

10

AIP Conference Proceedings [Author(s) NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA–2016): Proceedings of the 2nd International Conference “Numerical Computations: Theory and Algorithms” - Pizzo Calabro, Italy (19–25 June 2016)] - Optimizing sensor cover energy for directional sensors

Astorino, Annabella, Gaudioso, Manlio, Miglionico, Giovanna

Year:

2016

Language:

english

File:

PDF, 131 KB

english, 2016

11

Lagrangian relaxation for the directional sensor coverage problem with continuous orientation

Astorino, Annabella, Gaudioso, Manlio, Miglionico, Giovanna

Journal:

Year:

2017

Language:

english

File:

PDF, 651 KB

english, 2017

12

[IEEE 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Kansas City, MO (2017.11.13-2017.11.16)] 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - On a recent algorithm for multiple instance learning. Preliminary applications in image classification

Astorino, Annabella, Fuduli, Antonio, Veltri, Pierangelo, Vocaturo, Eugenio

Year:

2017

Language:

english

File:

PDF, 216 KB

english, 2017

13

AIP Conference Proceedings [Author(s) NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA–2016): Proceedings of the 2nd International Conference “Numerical Computations: Theory and Algorithms” - Pizzo Calabro, Italy (19–25 June 2016)] - Nonlinear programming for classification problems in machine learning

Astorino, Annabella, Fuduli, Antonio, Gaudioso, Manlio

Year:

2016

Language:

english

File:

PDF, 114 KB

english, 2016

14

[ACM Press the 22nd International Database Engineering & Applications Symposium - Villa San Giovanni, Italy (2018.06.18-2018.06.20)] Proceedings of the 22nd International Database Engineering & Applications Symposium on - IDEAS 2018 - A Multiple Instance Learning Algorithm for Color Images Classification

Astorino, Annabella, Fuduli, Antonio, Gaudioso, Manlio, Vocaturo, Eugenio

Year:

2018

Language:

english

File:

PDF, 921 KB

english, 2018

15

Spherical separation with infinitely far center

Astorino, Annabella, Fuduli, Antonio

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2020

File:

PDF, 421 KB

2020