Antonio Fuduli

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 21

Top Topics

Partitional Clustering

Multiple Instance

Diabetic Retinopathy

Image Classification

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Matteo Avolio, Antonio Fuduli
The semiproximal SVM approach for multiple instance learning: a kernel-based computational study. Optim. Lett. 18 (2) (2024)
Annabella Astorino, Matteo Avolio, Antonio Fuduli
Maximum-margin polyhedral separation for binary Multiple Instance Learning. EURO J. Comput. Optim. 11 (2023)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
On Detection of Diabetic Retinopathy via Multiple Instance Learning. IDEAS (2023)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
Multiple Instance Learning for Diabetic Retinopathy Detection. SEBD (2023)
Annabella Astorino, Matteo Avolio, Annamaria Canino, Teresa Crupi, Antonio Fuduli
Partitional clustering via successive transportation problems. Oper. Res. Lett. 51 (1) (2023)
Matteo Avolio, Antonio Fuduli
A Lagrangian heuristics for balancing the average weighted completion times of two classes of jobs in a single-machine scheduling problem. EURO J. Comput. Optim. 10 (2022)
Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano
Multiple Instance Learning for viral pneumonia chest X-ray Classification. SEBD (2022)
Annabella Astorino, Matteo Avolio, Antonio Fuduli
A maximum-margin multisphere approach for binary Multiple Instance Learning. Eur. J. Oper. Res. 299 (2) (2022)
Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo
A heuristic approach for multiple instance learning by linear separation. Soft Comput. 26 (7) (2022)
Matteo Avolio, Antonio Fuduli
A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio
Viral pneumonia images classification by Multiple Instance Learning: preliminary results. IDEAS (2021)
Annabella Astorino, Antonio Fuduli
Spherical separation with infinitely far center. Soft Comput. 24 (23) (2020)
Matteo Avolio, Antonio Fuduli
A subset-sum type formulation of a two-agent single-machine scheduling problem. Inf. Process. Lett. 155 (2020)
Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico
SVM-Based Multiple Instance Classification via DC Optimization. Algorithms 12 (12) (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS (2018)
Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM (2017)
Annabella Astorino, Antonio Fuduli
The Proximal Trajectory Algorithm in SVM Cross Validation. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Annabella Astorino, Antonio Fuduli
Support Vector Machine Polyhedral Separability in Semisupervised Learning. J. Optim. Theory Appl. 164 (3) (2015)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
A partially inexact bundle method for convex semi-infinite minmax problems. Commun. Nonlinear Sci. Numer. Simul. 21 (1-3) (2015)
Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions. SIAM J. Optim. 23 (3) (2013)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
Margin maximization in spherical separation. Comput. Optim. Appl. 53 (2) (2012)
Annabella Astorino, Antonio Fuduli, Manlio Gaudioso
DC models for spherical separation. J. Glob. Optim. 48 (4) (2010)
Annabella Astorino, Antonio Fuduli, Enrico Gorgone
Non-smoothness in classification problems. Optim. Methods Softw. 23 (5) (2008)
Andrea Attanasio, Antonio Fuduli, Gianpaolo Ghiani, Chefi Triki
Integrated Shipment Dispatching and Packing Problems: a Case Study. J. Math. Model. Algorithms 6 (1) (2007)
Alexey V. Demyanov, Antonio Fuduli, Giovanna Miglionico
A bundle modification strategy for convex minimization. Eur. J. Oper. Res. 180 (1) (2007)
Annabella Astorino, Antonio Fuduli
Nonsmooth Optimization Techniques for Semisupervised Classification. IEEE Trans. Pattern Anal. Mach. Intell. 29 (12) (2007)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization. Optim. Methods Softw. 19 (1) (2004)
Mehiddin Al-Baali, Antonio Fuduli, Roberto Musmanno
On the performance of switching BFGS/SR1 algorithms for unconstrained optimization. Optim. Methods Softw. 19 (2) (2004)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control. SIAM J. Optim. 14 (3) (2004)