Franco Fummi

Franco Fummi

Università degli Studi di Verona

H-index: 35

Europe-Italy

About Franco Fummi

Franco Fummi, With an exceptional h-index of 35 and a recent h-index of 12 (since 2020), a distinguished researcher at Università degli Studi di Verona, specializes in the field of cyber-physical systems design and verification.

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

A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring

Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection

Dynamic Job and Conveyor-Based Transport Joint Scheduling in Flexible Manufacturing Systems

COMMISSIONE

Real-time multi-camera 3D human pose estimation at the edge for industrial applications

A Machine Learning-oriented Survey on Tiny Machine Learning

Enabling Service-oriented Manufacturing through Architectures, Models and Protocols

RRPDG: A Graph Model to Enable AI-Based Production Reconfiguration and Optimization

Franco Fummi Information

University

Position

Professor of Computer Science

Citations(all)

4103

Citations(since 2020)

737

Cited By

3582

hIndex(all)

35

hIndex(since 2020)

12

i10Index(all)

116

i10Index(since 2020)

18

Email

University Profile Page

Università degli Studi di Verona

Google Scholar

View Google Scholar Profile

Franco Fummi Skills & Research Interests

cyber-physical systems design and verification

Top articles of Franco Fummi

Title

Journal

Author(s)

Publication Date

A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring

Sebastiano Gaiardelli

Nicola Dall’Ora

Francesco Ponzio

Enrico Fraccaroli

Franco Fummi

...

2024/4/4

Diffusion-Based Image Generation for In-Distribution Data Augmentation in Surface Defect Detection

Luigi Capogrosso

Federico Girella

Francesco Taioli

Michele Chiara

Muhammad Aqeel

...

2024

Dynamic Job and Conveyor-Based Transport Joint Scheduling in Flexible Manufacturing Systems

Applied Sciences

Sebastiano Gaiardelli

Damiano Carra

Stefano Spellini

Franco Fummi

2024/4/3

COMMISSIONE

Franco Fummi

2024/3/13

Real-time multi-camera 3D human pose estimation at the edge for industrial applications

Expert Systems with Applications

Michele Boldo

Mirco De Marchi

Enrico Martini

Stefano Aldegheri

Davide Quaglia

...

2024/4/23

A Machine Learning-oriented Survey on Tiny Machine Learning

Luigi Capogrosso

Federico Cunico

Dong Seon Cheng

Franco Fummi

Marco Cristani

2024/2/12

Enabling Service-oriented Manufacturing through Architectures, Models and Protocols

IEEE Access

Sebastiano Gaiardelli

Stefano Spellini

Marco Panato

Carlo Tadiello

Michele Lora

...

2024/4/8

RRPDG: A Graph Model to Enable AI-Based Production Reconfiguration and Optimization

IEEE Transactions on Industrial Informatics

Sebastiano Gaiardelli

Michele Lora

Stefano Spellini

Franco Fummi

2024/1/25

HermesBDD: A multi-core and multi-platform binary decision diagram package

Luigi Capogrosso

Luca Geretti

Marco Cristani

Franco Fummi

Tiziano Villa

2023/5/3

VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper

Alessandro Beghi

Nicola Dall'Ora

Davide Dalle Pezze

Franco Fummi

Chiara Masiero

...

2023/9/13

Split-Et-Impera: A Framework for the Design of Distributed Deep Learning Applications

Luigi Capogrosso

Federico Cunico

Michele Lora

Marco Cristani

Franco Fummi

...

2023/5/3

Multi-Domain Fault Models Covering the Analog Side of a Smart or Cyber-Physical System

IEEE Transactions on Computers

Francesco Tosoni

Nicola Dall'Ora

Enrico Fraccaroli

Sara Vinco

Franco Fummi

2023/12/21

Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper

Luigi Capogrosso

Alessio Mascolini

Federico Girella

Geri Skenderi

Sebastiano Gaiardelli

...

2023/9/13

Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments

Cristian Turetta

Geri Skenderi

Luigi Capogrosso

Florenc Demrozi

Philipp H Kindt

...

2023/4/17

Enabling Kubernetes Orchestration of Mixed-Criticality Software for Autonomous Mobile Robots

IEEE Transactions on Robotics

Francesco Lumpp

Franco Fummi

Hiren D Patel

Nicola Bombieri

2023/11/20

Analog Defect Injection and Fault Simulation Techniques: A Systematic Literature Review

Sadia Azam

Nicola Dall’Ora

Enrico Fraccaroli

Renaud Gillon

Franco Fummi

2023/7/25

A Design Flow based on Docker and Kubernetes for ROS-based Robotic Software Applications

ACM Transactions on Embedded Computing Systems

Francesco Lumpp

Marco Panato

Nicola Bombieri

Franco Fummi

2023

Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line

Alessio Mascolini

Sebastiano Gaiardelli

Francesco Ponzio

Nicola Dall'Ora

Enrico Macii

...

2023/10/16

Thermal digital twin of a multi-domain system for discovering mechanical faulty behaviors

Francesco Tosoni

Nicola Dall’Ora

Enrico Fraccaroli

Sara Vinco

Franco Fummi

2023/7/18

Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning

arXiv preprint arXiv:2310.09278

Geri Skenderi

Luigi Capogrosso

Andrea Toaiari

Matteo Denitto

Franco Fummi

...

2023/10/13

See List of Professors in Franco Fummi University(Università degli Studi di Verona)

Co-Authors

H-index: 124
Luca Benini

Luca Benini

Università degli Studi di Bologna

H-index: 54
Enrico Macii

Enrico Macii

Politecnico di Torino

H-index: 40
Giugno Rosalba

Giugno Rosalba

Università degli Studi di Verona

H-index: 31
Fabrizio Ferrandi

Fabrizio Ferrandi

Politecnico di Milano

H-index: 25
Graziano Pravadelli

Graziano Pravadelli

Università degli Studi di Verona

H-index: 22
Nicola Bombieri

Nicola Bombieri

Università degli Studi di Verona

academic-engine