Matteo Avolio

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Multiple Instance

Diabetic Retinopathy

Image Categorization

Support Vector Machine

Top Venues

EURO J. Comput. Optim.

Oper. Res. Lett.

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)
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)
Matteo Avolio, Antonio Fuduli
A subset-sum type formulation of a two-agent single-machine scheduling problem. Inf. Process. Lett. 155 (2020)