Antonio Fuduli

About Antonio Fuduli

Antonio Fuduli, With an exceptional h-index of 21 and a recent h-index of 14 (since 2020), a distinguished researcher at Università della Calabria, specializes in the field of Nonlinear Optimization, Optimization and Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A nonlinear semiproximal SVM approach for Multiple Instance Learning

The semiproximal SVM approach for multiple instance learning: a kernel-based computational study

On Detection of Diabetic Retinopathy via Multiple Instance Learning

Generalized convexities and semismoothness of nonsmooth functions

Multiple Instance Learning for Diabetic Retinopathy Detection

Maximum-margin polyhedral separation for binary Multiple Instance Learning

Partitional clustering via successive transportation problems

Comparing Linear and Spherical Separation Using Grossone-Based Numerical Infinities in Classification Problems

Antonio Fuduli Information

University

Position

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Citations(all)

988

Citations(since 2020)

541

Cited By

673

hIndex(all)

21

hIndex(since 2020)

14

i10Index(all)

26

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Antonio Fuduli Skills & Research Interests

Nonlinear Optimization

Optimization and Machine Learning

Top articles of Antonio Fuduli

A nonlinear semiproximal SVM approach for Multiple Instance Learning

Numerical Computations: Theory and Algorithms NUMTA 2023

2023/6/14

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

The semiproximal SVM approach for multiple instance learning: a kernel-based computational study

Optimization Letters

2023/6/14

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

On Detection of Diabetic Retinopathy via Multiple Instance Learning

2023/5/5

Generalized convexities and semismoothness of nonsmooth functions

2023/2

Yury Nikulin
Yury Nikulin

H-Index: 8

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Multiple Instance Learning for Diabetic Retinopathy Detection

CEUR WORKSHOP PROCEEDINGS

2023

Maximum-margin polyhedral separation for binary Multiple Instance Learning

EURO Journal on Computational Optimization

2023/1/1

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Partitional clustering via successive transportation problems

Operations Research Letters

2023/1/1

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Comparing Linear and Spherical Separation Using Grossone-Based Numerical Infinities in Classification Problems

2022/7/6

Antonio Fuduli
Antonio Fuduli

H-Index: 14

A maximum-margin multisphere approach for binary multiple instance learning

European Journal of Operational Research

2022/6/1

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

A heuristic approach for multiple instance learning by linear separation

Soft Computing

2022/4

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Eugenio Vocaturo
Eugenio Vocaturo

H-Index: 11

Multiple Instance Learning for viral pneumonia chest X-ray Classification.

2022

A Lagrangian heuristics for balancing the average weighted completion times of two classes of jobs in a single-machine scheduling problem

EURO Journal on Computational Optimization

2022/1/1

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Viral pneumonia images classification by Multiple Instance Learning: preliminary results

2021/7/14

A subset-sum type formulation of a two-agent single-machine scheduling problem

Information Processing Letters

2020

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Spherical separation with infinitely far center

Soft Computing

2020/12

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Classification of medical images: instance space optimization models for Multiple Instance Learning

2020/5/7

Eugenio Vocaturo
Eugenio Vocaturo

H-Index: 11

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Melanoma detection by means of multiple instance learning

Interdisciplinary Sciences: Computational Life Sciences

2020/3

Antonio Fuduli
Antonio Fuduli

H-Index: 14

Eugenio Vocaturo
Eugenio Vocaturo

H-Index: 11

A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning

IEEE transactions on neural networks and learning systems

2020

Matteo Avolio
Matteo Avolio

H-Index: 1

Antonio Fuduli
Antonio Fuduli

H-Index: 14

See List of Professors in Antonio Fuduli University(Università della Calabria)

Co-Authors

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