Patrizio Frosini

Patrizio Frosini

Università degli Studi di Bologna

H-index: 28

Europe-Italy

About Patrizio Frosini

Patrizio Frosini, With an exceptional h-index of 28 and a recent h-index of 15 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Geometrical shape comparison, Persistent homology.

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

Explainable Machine Learning based on Group Equivariant Non-Expansive Operators (GENEOs). Protein pocket detection: a case study

Geometry of the matching distance for 2D filtering functions

A topological model for partial equivariance in deep learning and data analysis

On the finite representation of linear group equivariant operators via permutant measures

Generalized Permutants and Graph GENEOs

A new paradigm for Artificial Intelligence based on Group Equivariant Non-Expansive Operators (GENEOs) applied to protein pocket detection

A probabilistic result on impulsive noise reduction in topological data analysis through group equivariant non-expansive operators

Computation of the 2-parameter matching distance via the extended Pareto grid

Patrizio Frosini Information

University

Position

___

Citations(all)

2728

Citations(since 2020)

846

Cited By

2372

hIndex(all)

28

hIndex(since 2020)

15

i10Index(all)

46

i10Index(since 2020)

23

Email

University Profile Page

Università degli Studi di Bologna

Google Scholar

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Patrizio Frosini Skills & Research Interests

Geometrical shape comparison

Persistent homology

Top articles of Patrizio Frosini

Title

Journal

Author(s)

Publication Date

Explainable Machine Learning based on Group Equivariant Non-Expansive Operators (GENEOs). Protein pocket detection: a case study

G Bocchi

A Micheletti

P Frosini

A Pedretti

AR Beccari

...

2023

Geometry of the matching distance for 2D filtering functions

Journal of Applied and Computational Topology

Marc Ethier

Patrizio Frosini

Nicola Quercioli

Francesca Tombari

2023/12

A topological model for partial equivariance in deep learning and data analysis

Frontiers in Artificial Intelligence

Lucia Ferrari

Patrizio Frosini

Nicola Quercioli

Francesca Tombari

2023

On the finite representation of linear group equivariant operators via permutant measures

Annals of Mathematics and Artificial Intelligence

Giovanni Bocchi

Stefano Botteghi

Martina Brasini

Patrizio Frosini

Nicola Quercioli

2023/8

Generalized Permutants and Graph GENEOs

Machine Learning and Knowledge Extraction

Faraz Ahmad

Massimo Ferri

Patrizio Frosini

2023/12/9

A new paradigm for Artificial Intelligence based on Group Equivariant Non-Expansive Operators (GENEOs) applied to protein pocket detection

Giovanni Bocchi

Alessandra Micheletti

P Frosini

A Pedretti

C Gratteri

...

2023

A probabilistic result on impulsive noise reduction in topological data analysis through group equivariant non-expansive operators

Entropy

Patrizio Frosini

Ivan Gridelli

Andrea Pascucci

2023/7/31

Computation of the 2-parameter matching distance via the extended Pareto grid

arXiv preprint arXiv:2312.04201

Patrizio Frosini

Eloy Mósig García

Nicola Quercioli

Francesca Tombari

2023/12/7

A clash of mathematical cultures

Patrizio Frosini

2023/7

Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification

arXiv preprint arXiv:2306.07809

Diogo Lavado

Cláudia Soares

Alessandra Micheletti

Giovanni Bocchi

Alex Coronati

...

2023/6/13

GENEOnet: A new machine learning paradigm based on Group Equivariant Non-Expansive Operators. An application to protein pocket detection

arXiv preprint arXiv:2202.00451

Giovanni Bocchi

Patrizio Frosini

Alessandra Micheletti

Alessandro Pedretti

Carmen Gratteri

...

2022/1/31

Foreword to the Special Section on Smart Tools and Applications in Graphics (STAG 2021)

Computers & Graphics

Andrea Giachetti

Paolo Pingi

Filippo Stanco

2018

On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions

Frontiers in artificial intelligence

Francesco Conti

Patrizio Frosini

Nicola Quercioli

2022/2/15

A Brief Introduction to Multidimensional Persistent Betti Numbers

Andrea Cerri

Patrizio Frosini

2021

Straightedge and Compass Constructions on Surfaces

Claudio Mancinelli

Enrico Puppo

2021

A High Quality 3D Controller for Mobile and Desktop Web Applications

P Frosini

D Giorgi

S Melzi

E Rodolà

2021

Visual Analysis of Popping in Progressive Visualization

Ethan Waterink

Jiri Kosinka

Steffen Frey

2021/10

Exploring Upper Limb Segmentation with Deep Learning for Augmented Virtuality

and Ugo Erra Monica Gruosso

Nicola Capece

2021/10/27

On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators

arXiv preprint arXiv:2103.02543

Pasquale Cascarano

Patrizio Frosini

Nicola Quercioli

Amir Saki

2021/3/3

STRONGER: Simple TRajectory-based ONline GEsture Recognizer

Marco Emporio

Ariel Caputo

Andrea Giachetti

2021

See List of Professors in Patrizio Frosini University(Università degli Studi di Bologna)

Co-Authors

H-index: 48
alessandro verri

alessandro verri

Università degli Studi di Genova

H-index: 21
Massimo Ferri

Massimo Ferri

Università degli Studi di Bologna

H-index: 6
Grzegorz Jabłoński

Grzegorz Jabłoński

Institute of Science and Technology Austria

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