Federico Sabbatini

About Federico Sabbatini

Federico Sabbatini, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Computer Science, Numerical Simulation, Machine Learning, eXplainable AI.

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

Study of quantum electron diffraction for the LISA test-mass charging

LISA and LISA-like mission test-mass charging for gamma-ray burst detection

Solar Wind Speed Estimation via Symbolic Knowledge Extraction from Opaque Models

Characterization of hydrogenated amorphous silicon sensors on polyimide flexible substrate

On the evaluation of the symbolic knowledge extracted from black boxes

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review

TCAD modelling of a-Si: H devices for particle detection applications

Bridging Machine Learning and Diagnostics of the ESA LISA Space Mission with Equation Discovery via Explainable Artificial Intelligence

Federico Sabbatini Information

University

Position

___

Citations(all)

192

Citations(since 2020)

191

Cited By

19

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Federico Sabbatini Skills & Research Interests

Computer Science

Numerical Simulation

Machine Learning

eXplainable AI

Top articles of Federico Sabbatini

Study of quantum electron diffraction for the LISA test-mass charging

Results in Physics

2024/4/3

LISA and LISA-like mission test-mass charging for gamma-ray burst detection

Journal of High Energy Astrophysics

2024/4/2

Solar Wind Speed Estimation via Symbolic Knowledge Extraction from Opaque Models

2024/3/7

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Catia Grimani
Catia Grimani

H-Index: 20

Characterization of hydrogenated amorphous silicon sensors on polyimide flexible substrate

IEEE Sensors Journal

2024/2/22

On the evaluation of the symbolic knowledge extracted from black boxes

AI and Ethics

2024/1/9

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review

2024

Bridging Machine Learning and Diagnostics of the ESA LISA Space Mission with Equation Discovery via Explainable Artificial Intelligence

Advances in Space Research

2024/4/25

HASPIDE: a project for the development of hydrogenated amorphous silicon radiation sensors on a flexible substrate

Journal of Instrumentation

2024/4/10

Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score

2023

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

ExACT explainable clustering: unravelling the intricacies of cluster formation

Proceedings of the 2nd International Workshop on Knowledge Diversity, KoDis

2023

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

Towards a unified model for symbolic knowledge extraction with hypercube-based methods

Intelligenza Artificiale

2023/1/1

Unveiling opaque predictors via explainable clustering: the CReEPy algorithm

Proceedings of the 2nd Workshop on Bias, Ethical Al, Explainability and the role of Logic and Logic Programming, BEWARE-23, co-located with AlxIA

2023/11/6

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

CUTTING-EDGE A-SI: H DOSIMETER TO OPERATE IN VERY DEMANDING RADIOTHERAPY APPLICATIONS

PHYSICA MEDICA

2023

Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques

2023/9/30

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

Particle monitoring capability of the Solar Orbiter Metis coronagraph through the increasing phase of solar cycle 25

Astronomy & Astrophysics

2023/9/1

Explainable Clustering with CREAM

2023/8/1

Federico Sabbatini
Federico Sabbatini

H-Index: 1

Roberta Calegari
Roberta Calegari

H-Index: 8

Modelization of galactic cosmic-ray short-term variations for LISA

Experimental Astronomy

2023/8

See List of Professors in Federico Sabbatini University(Università degli Studi di Bologna)

Co-Authors

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