Fabio Schoen

Fabio Schoen

Università degli Studi di Firenze

H-index: 27

Europe-Italy

About Fabio Schoen

Fabio Schoen, With an exceptional h-index of 27 and a recent h-index of 16 (since 2020), a distinguished researcher at Università degli Studi di Firenze, specializes in the field of global optimization, machine learning, analytics, vehicle routing, forecasting.

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

Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations

A Bi-Objective Optimization Based Acquisition Strategy for Batch Bayesian Global Optimization

Advances in nonlinear optimization and equilibrium problems–Special Issue Editorial

Integrated task scheduling and personnel rostering of airports ground staff: A case study

Memetic Differential Evolution Methods for Semi-Supervised Clustering

A memetic procedure for global multi-objective optimization

Systems and methods for detecting and classifying an unsafe maneuver of a vehicle

Optimization and Decision Science: Operations Research, Inclusion and Equity: ODS, Florence, Italy, August 30-September 2, 2022

Fabio Schoen Information

University

Position

Professor of Operations Research (Italy)

Citations(all)

2916

Citations(since 2020)

901

Cited By

2301

hIndex(all)

27

hIndex(since 2020)

16

i10Index(all)

59

i10Index(since 2020)

31

Email

University Profile Page

Università degli Studi di Firenze

Google Scholar

View Google Scholar Profile

Fabio Schoen Skills & Research Interests

global optimization

machine learning

analytics

vehicle routing

forecasting

Top articles of Fabio Schoen

Title

Journal

Author(s)

Publication Date

Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations

2024/3/5

A Bi-Objective Optimization Based Acquisition Strategy for Batch Bayesian Global Optimization

arXiv preprint arXiv:2402.00726

Francesco Carciaghi

Simone Magistri

Pierluigi Mansueto

Fabio Schoen

2024/2/1

Advances in nonlinear optimization and equilibrium problems–Special Issue Editorial

EURO Journal on Computational Optimization

Matteo Lapucci

Fabio Schoen

2024

Integrated task scheduling and personnel rostering of airports ground staff: A case study

Expert Systems with Applications

Paola Cappanera

Leonardo Di Gangi

Matteo Lapucci

Giulia Pellegrini

Marco Roma

...

2024/3/15

Memetic Differential Evolution Methods for Semi-Supervised Clustering

arXiv preprint arXiv:2403.04322

Pierluigi Mansueto

Fabio Schoen

2024/3/7

A memetic procedure for global multi-objective optimization

Mathematical Programming Computation

Matteo Lapucci

Pierluigi Mansueto

Fabio Schoen

2023/6

Systems and methods for detecting and classifying an unsafe maneuver of a vehicle

2022/2/17

Optimization and Decision Science: Operations Research, Inclusion and Equity: ODS, Florence, Italy, August 30-September 2, 2022

Paola Cappanera

Matteo Lapucci

Fabio Schoen

Marco Sciandrone

Fabio Tardella

...

2023/5

Novel approaches to improve the efficiency of Machine Learning models

Enrico Civitelli

Fabio Schoen

Marco Sciandrone

2023

Systems and methods for video captioning safety-critical events from video data

2023/8/31

Systems and methods for utilizing machine learning and feature selection to classify driving behavior

2023/10/24

Optimization Models

Giuseppe C Calafiore

Laurent El Ghaoui

2014/10/31

Unsafe maneuver classification from dashcam video and gps/imu sensors using spatio-temporal attention selector

IEEE Transactions on Intelligent Transportation Systems

Matteo Simoncini

Douglas Coimbra de Andrade

Leonardo Taccari

Samuele Salti

Luca Kubin

...

2022/1/19

Deep learning methods for safety-critical driving events analysis

Fabio Schoen

2022

Resilient IoT Systems–Issues and Solutions

Adnan Rashid

2022

Improved Maximum Likelihood Estimation of ARMA Models

Lobachevskii Journal of Mathematics

Leonardo Di Gangi

Matteo Lapucci

Fabio Schoen

Alessio Sortino

2022/9

Impact of chaotic dynamics on the performance of metaheuristic optimization algorithms: An experimental analysis

Information Sciences

Ivan Zelinka

Quoc Bao Diep

Václav Snášel

Swagatam Das

Giacomo Innocenti

...

2022/3/1

An effective procedure for feature subset selection in logistic regression based on information criteria

Computational Optimization and Applications

Enrico Civitelli

Matteo Lapucci

Fabio Schoen

Alessio Sortino

2021/9

Structure and collective behaviour: a focus on the inverse problem

Ihusan Adam

2021

Memetic differential evolution methods for clustering problems

Pattern Recognition

Pierluigi Mansueto

Fabio Schoen

2021/6/1

See List of Professors in Fabio Schoen University(Università degli Studi di Firenze)

Co-Authors

H-index: 109
Panos Pardalos

Panos Pardalos

University of Florida

H-index: 70
Jonathan Doye

Jonathan Doye

University of Oxford

H-index: 37
Marco Locatelli

Marco Locatelli

Università degli Studi di Parma

H-index: 29
Marco Sciandrone

Marco Sciandrone

Università degli Studi di Firenze

H-index: 25
Francesco Rinaldi

Francesco Rinaldi

Università degli Studi di Padova

H-index: 25
Bernardetta Addis

Bernardetta Addis

Université de Lorraine

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