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2020 – today
- 2024
[j24]Matteo Avolio
, Antonio Fuduli:
The semiproximal SVM approach for multiple instance learning: a kernel-based computational study. Optim. Lett. 18(2): 635-649 (2024)- 2023
- [j23]Annabella Astorino, Matteo Avolio, Antonio Fuduli:
Maximum-margin polyhedral separation for binary Multiple Instance Learning. EURO J. Comput. Optim. 11: 100070 (2023) - [j22]Annabella Astorino, Matteo Avolio, Annamaria Canino, Teresa Crupi, Antonio Fuduli:
Partitional clustering via successive transportation problems. Oper. Res. Lett. 51(1): 40-46 (2023) - [c7]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
On Detection of Diabetic Retinopathy via Multiple Instance Learning. IDEAS 2023: 170-176 - [c6]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for Diabetic Retinopathy Detection. SEBD 2023: 22-31 - 2022
- [j21]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: 100032 (2022) - [j20]Annabella Astorino, Matteo Avolio, Antonio Fuduli:
A maximum-margin multisphere approach for binary Multiple Instance Learning. Eur. J. Oper. Res. 299(2): 642-652 (2022) - [j19]Antonio Fuduli, Manlio Gaudioso, Walaa Khalaf, Eugenio Vocaturo:
A heuristic approach for multiple instance learning by linear separation. Soft Comput. 26(7): 3361-3368 (2022) - [c5]Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for viral pneumonia chest X-ray Classification. SEBD 2022: 359-366 - 2021
- [j18]Matteo Avolio, Antonio Fuduli:
A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3566-3577 (2021) - [c4]Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio:
Viral pneumonia images classification by Multiple Instance Learning: preliminary results. IDEAS 2021: 292-296 - 2020
- [j17]Matteo Avolio, Antonio Fuduli:
A subset-sum type formulation of a two-agent single-machine scheduling problem. Inf. Process. Lett. 155 (2020) - [j16]Annabella Astorino, Antonio Fuduli:
Spherical separation with infinitely far center. Soft Comput. 24(23): 17751-17759 (2020)
2010 – 2019
- 2019
- [j15]Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico:
SVM-Based Multiple Instance Classification via DC Optimization. Algorithms 12(12): 249 (2019) - [j14]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
A Lagrangian Relaxation Approach for Binary Multiple Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2662-2671 (2019) - [c3]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
Multiple Instance Learning Algorithm for Medical Image Classification. SEBD 2019 - 2018
- [c2]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo:
A Multiple Instance Learning Algorithm for Color Images Classification. IDEAS 2018: 262-266 - 2017
- [c1]Annabella Astorino, Antonio Fuduli, Pierangelo Veltri, Eugenio Vocaturo:
On a recent algorithm for multiple instance learning. Preliminary applications in image classification. BIBM 2017: 1615-1619 - 2016
- [j13]Annabella Astorino, Antonio Fuduli:
The Proximal Trajectory Algorithm in SVM Cross Validation. IEEE Trans. Neural Networks Learn. Syst. 27(5): 966-977 (2016) - 2015
- [j12]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): 172-180 (2015) - [j11]Annabella Astorino, Antonio Fuduli:
Support Vector Machine Polyhedral Separability in Semisupervised Learning. J. Optim. Theory Appl. 164(3): 1039-1050 (2015) - 2013
- [j10]Annabella Astorino, Antonio Frangioni, Antonio Fuduli, Enrico Gorgone:
A Nonmonotone Proximal Bundle Method with (Potentially) Continuous Step Decisions. SIAM J. Optim. 23(3): 1784-1809 (2013) - 2012
- [j9]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
Margin maximization in spherical separation. Comput. Optim. Appl. 53(2): 301-322 (2012) - 2010
- [j8]Annabella Astorino, Antonio Fuduli, Manlio Gaudioso:
DC models for spherical separation. J. Glob. Optim. 48(4): 657-669 (2010)
2000 – 2009
- 2008
- [j7]Annabella Astorino, Antonio Fuduli, Enrico Gorgone:
Non-smoothness in classification problems. Optim. Methods Softw. 23(5): 675-688 (2008) - 2007
- [j6]Alexey V. Demyanov, Antonio Fuduli, Giovanna Miglionico:
A bundle modification strategy for convex minimization. Eur. J. Oper. Res. 180(1): 38-47 (2007) - [j5]Andrea Attanasio, Antonio Fuduli, Gianpaolo Ghiani, Chefi Triki:
Integrated Shipment Dispatching and Packing Problems: a Case Study. J. Math. Model. Algorithms 6(1): 77-85 (2007) - [j4]Annabella Astorino, Antonio Fuduli:
Nonsmooth Optimization Techniques for Semisupervised Classification. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2135-2142 (2007) - 2004
- [j3]Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo:
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization. Optim. Methods Softw. 19(1): 89-102 (2004) - [j2]Mehiddin Al-Baali, Antonio Fuduli, Roberto Musmanno:
On the performance of switching BFGS/SR1 algorithms for unconstrained optimization. Optim. Methods Softw. 19(2): 153-164 (2004) - [j1]Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo:
Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control. SIAM J. Optim. 14(3): 743-756 (2004)
Coauthor Index
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last updated on 2024-06-10 20:31 CEST by the dblp team
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