Patrizio Frosini

78 papers C 2Misc 1Journal 61Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Algebraic Representation Theorem for Linear GENEOs in Geometric Machine Learning. CoRR Francesco Conti, Patrizio Frosini, Nicola Quercioli
2025	J	`jnl`	GENEOnet: Statistical analysis supporting explainability and trustworthiness. CoRR Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Carmine Talarico
2025	J	`jnl`	Matching Distance via the Extended Pareto Grid. SIAM J. Appl. Algebra Geom. Patrizio Frosini, Eloy Mósig García, Nicola Quercioli, Francesca Tombari
2025	—	`conf`	Mathematical Foundation of Interpretable Equivariant Surrogate Models. xAI (2) Jacopo Joy Colombini, Filippo Bonchi, Francesco Giannini, Fosca Giannotti, Roberto Pellungrini, Patrizio Frosini
2025	J	`jnl`	Mathematical Foundation of Interpretable Equivariant Surrogate Models. CoRR Jacopo Joy Colombini, Filippo Bonchi, Francesco Giannini, Fosca Giannotti, Roberto Pellungrini, Patrizio Frosini
2025	J	`jnl`	Reconstruction of Sparse Urban Wireless Signals via Group Equivariant Non-Expansive Operators. CoRR Lorenzo Mario Amorosa, Francesco Conti, Nicola Quercioli, Flavio Zabini, Tayebeh Lotfi Mahyari, Yiqun Ge, Patrizio Frosini
2025	J	`jnl`	SCENE-Net: Geometric induction for interpretable and low-resource 3D pole detection with Group-Equivariant Non-Expansive Operators. Comput. Vis. Image Underst. Diogo Lavado, Alessandra Micheletti, Giovanni Bocchi, Patrizio Frosini, Cláudia Soares
2024	—	`conf`	A geometric XAI approach to protein pocket detection. xAI (Late-breaking Work, Demos, Doctoral Consortium) Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Gianluca Palermo, Davide Gadioli, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Anna Fava, Carmine Talarico
2024	J	`jnl`	A novel approach to graph distinction through GENEOs and permutants. CoRR Giovanni Bocchi, Massimo Ferri, Patrizio Frosini
2023	J	`jnl`	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	J	`jnl`	A topological model for partial equivariance in deep learning and data analysis. CoRR Lucia Ferrari, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
2023	J	`jnl`	A topological model for partial equivariance in deep learning and data analysis. Frontiers Artif. Intell. Lucia Ferrari, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
2023	J	`jnl`	Generalized Permutants and Graph GENEOs. Mach. Learn. Knowl. Extr. Faraz Ahmad, Massimo Ferri, Patrizio Frosini
2023	J	`jnl`	Geometry of the matching distance for 2D filtering functions. J. Appl. Comput. Topol. Marc Ethier, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
2023	J	`jnl`	Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification. CoRR Diogo Lavado, Cláudia Soares, Alessandra Micheletti, Giovanni Bocchi, Alex Coronati, Manuel Silva, Patrizio Frosini
2023	J	`jnl`	On the finite representation of linear group equivariant operators via permutant measures. Ann. Math. Artif. Intell. Giovanni Bocchi, Stefano Botteghi, Martina Brasini, Patrizio Frosini, Nicola Quercioli
2022	J	`jnl`	A probabilistic result on impulsive noise reduction through Group Equivariant Non-Expansive Operators. CoRR Patrizio Frosini, Ivan Gridelli, Andrea Pascucci
2022	J	`jnl`	Foreword to the Special Section on Smart Tools and Applications in Graphics (STAG 2021). Comput. Graph. Patrizio Frosini, Daniela Giorgi, Simone Melzi, Emanuele Rodolà
2022	J	`jnl`	GENEOnet: A new machine learning paradigm based on Group Equivariant Non-Expansive Operators. An application to protein pocket detection. CoRR Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Carmine Talarico
2022	J	`jnl`	Generalized Permutants and Graph GENEOs. CoRR Faraz Ahmad, Massimo Ferri, Patrizio Frosini
2022	J	`jnl`	On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions. Frontiers Artif. Intell. Francesco Conti, Patrizio Frosini, Nicola Quercioli
2021	—	`ed.`	Italian Chapter Conference 2021 - Smart Tools and Apps in Graphics, Virtual Event, Italy, October 28-29, 2021. STAG Patrizio Frosini, Daniela Giorgi, Simone Melzi, Emanuele Rodolà
2021	J	`jnl`	On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators. CoRR Pasquale Cascarano, Patrizio Frosini, Nicola Quercioli, Amir Saki
2020	J	`jnl`	On the finite representation of group equivariant operators via permutant measures. CoRR Stefano Botteghi, Martina Brasini, Patrizio Frosini, Nicola Quercioli
2020	J	`jnl`	Parametric machines: a fresh approach to architecture search. CoRR Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
2019	J	`jnl`	On the geometrical properties of the coherent matching distance in 2D persistent homology. J. Appl. Comput. Topol. Andrea Cerri, Marc Ethier, Patrizio Frosini
2019	J	`jnl`	Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. Nat. Mach. Intell. Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
2018	C	`conf`	On a New Method to Build Group Equivariant Operators by Means of Permutants. CD-MAKE Francesco Camporesi, Patrizio Frosini, Nicola Quercioli
2018	J	`jnl`	On the geometrical properties of the coherent matching distance in 2D persistent homology. CoRR Andrea Cerri, Marc Ethier, Patrizio Frosini
2018	J	`jnl`	Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. CoRR Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
2017	C	`conf`	Some Remarks on the Algebraic Properties of Group Invariant Operators in Persistent Homology. CD-MAKE Patrizio Frosini, Nicola Quercioli
2017	J	`jnl`	The Persistent Homotopy Type Distance. CoRR Patrizio Frosini, Claudia Landi, Facundo Mémoli
2016	J	`jnl`	Combining Persistent Homology and Invariance Groups for Shape Comparison. Discret. Comput. Geom. Patrizio Frosini, Grzegorz Jablonski
2016	J	`jnl`	Position paper: Towards an observer-oriented theory of shape comparison. CoRR Patrizio Frosini
2016	—	`conf`	The Coherent Matching Distance in 2D Persistent Homology. CTIC Andrea Cerri, Marc Ethier, Patrizio Frosini
2016	J	`jnl`	The coherent matching distance in 2D persistent homology. CoRR Andrea Cerri, Marc Ethier, Patrizio Frosini
2016	—	`conf`	Towards an Observer-oriented Theory of Shape Comparison. 3DOR@Eurographics Patrizio Frosini
2014	J	`jnl`	Special section on computational topology in image context. Comput. Vis. Image Underst. Massimo Ferri, Patrizio Frosini, Claudia Landi
2013	—	`conf`	A Study of Monodromy in the Computation of Multidimensional Persistence. DGCI Andrea Cerri, Marc Ethier, Patrizio Frosini
2013	J	`jnl`	Combining persistent homology and invariance groups for shape comparison. CoRR Patrizio Frosini, Grzegorz Jablonski
2013	J	`jnl`	Comparison of persistent homologies for vector functions: From continuous to discrete and back. Comput. Math. Appl. Niccolò Cavazza, Marc Ethier, Patrizio Frosini, Tomasz Kaczynski, Claudia Landi
2013	J	`jnl`	Corrigendum to "Persistent Betti numbers for a noise tolerant shape-based approach to image retrieval". Pattern Recognit. Lett. Patrizio Frosini, Claudia Landi
2013	J	`jnl`	Filtrations induced by continuous functions CoRR Barbara Di Fabio, Patrizio Frosini
2013	J	`jnl`	Persistent Betti numbers for a noise tolerant shape-based approach to image retrieval. Pattern Recognit. Lett. Patrizio Frosini, Claudia Landi
2012	J	`jnl`	Comparison of Persistent Homologies for Vector Functions: from continuous to discrete and back CoRR Niccolò Cavazza, Marc Ethier, Patrizio Frosini, Tomasz Kaczynski, Claudia Landi
2012	—	`ed.`	Computational Topology in Image Context - 4th International Workshop, CTIC 2012, Bertinoro, Italy, May 28-30, 2012. Proceedings CTIC Massimo Ferri, Patrizio Frosini, Claudia Landi, Andrea Cerri, Barbara Di Fabio
2012	J	`jnl`	G-invariant Persistent Homology CoRR Patrizio Frosini
2011	—	`conf`	A Global Method for Reducing Multidimensional Size Graphs. GbRPR Andrea Cerri, Patrizio Frosini, Walter G. Kropatsch, Claudia Landi
2011	J	`jnl`	A new algorithm for computing the 2-dimensional matching distance between size functions. Pattern Recognit. Lett. Silvia Biasotti, Andrea Cerri, Patrizio Frosini, Daniela Giorgi
2011	J	`jnl`	No embedding of the automorphisms of a topological space into a compact metric space endows them with a composition that passes to the limit. Appl. Math. Lett. Patrizio Frosini, Claudia Landi
2011	—	`conf`	Persistent Betti Numbers for a Noise Tolerant Shape-Based Approach to Image Retrieval. CAIP (1) Patrizio Frosini, Claudia Landi
2010	J	`jnl`	3D relevance feedback via multilevel relevance judgements. Vis. Comput. Daniela Giorgi, Patrizio Frosini, Michela Spagnuolo, Bianca Falcidieno
2010	J	`jnl`	Invariance properties of the multidimensional matching distance in Persistent Topology and Homology CoRR Andrea Cerri, Patrizio Frosini
2010	J	`jnl`	No embedding of the automorphisms of a topological space into a compact metric space endows them with a composition that passes to the limit CoRR Patrizio Frosini, Claudia Landi
2010	J	`jnl`	Stability of multidimensional persistent homology with respect to domain perturbations CoRR Patrizio Frosini, Claudia Landi
2010	J	`jnl`	Stable comparison of multidimensional persistent homology groups with torsion CoRR Patrizio Frosini
2010	J	`jnl`	Uniqueness of models in persistent homology: the case of curves CoRR Patrizio Frosini, Claudia Landi
2009	J	`jnl`	Does intelligence imply contradiction? Cogn. Syst. Res. Patrizio Frosini
2009	—	`conf`	Multilevel Relevance Feedback for 3D Shape Retrieval. 3DOR@Eurographics Daniela Giorgi, Patrizio Frosini, Michela Spagnuolo, Bianca Falcidieno
2008	J	`jnl`	Describing shapes by geometrical-topological properties of real functions. ACM Comput. Surv. Silvia Biasotti, Leila De Floriani, Bianca Falcidieno, Patrizio Frosini, Daniela Giorgi, Claudia Landi, Laura Papaleo, Michela Spagnuolo
2008	J	`jnl`	Does intelligence imply contradiction? CoRR Patrizio Frosini
2008	J	`jnl`	Multidimensional Size Functions for Shape Comparison. J. Math. Imaging Vis. Silvia Biasotti, Andrea Cerri, Patrizio Frosini, Daniela Giorgi, Claudia Landi
2008	J	`jnl`	Natural pseudo-distance and optimal matching between reduced size functions CoRR Michele d'Amico, Patrizio Frosini, Claudia Landi
2008	J	`jnl`	Necessary Conditions for Discontinuities of Multidimensional Size Functions CoRR Andrea Cerri, Patrizio Frosini
2007	—	`conf`	3D Shape Description and Matching Based on Properties of Real Functions. Eurographics (Tutorials) Silvia Biasotti, Bianca Falcidieno, Patrizio Frosini, Daniela Giorgi, Claudia Landi, Simone Marini, Giuseppe Patanè, Michela Spagnuolo
2007	J	`jnl`	Keypics: Free-Hand Drawn Iconic Keywords. Int. J. Shape Model. Andrea Cerri, Massimo Ferri, Patrizio Frosini, Daniela Giorgi
2006	J	`jnl`	A global reduction method for multidimensional size graphs. Electron. Notes Discret. Math. Andrea Cerri, Patrizio Frosini, Claudia Landi
2006	J	`jnl`	Stability in multidimensional Size Theory CoRR Andrea Cerri, Patrizio Frosini, Claudia Landi
2006	J	`jnl`	Using matching distance in size theory: A survey. Int. J. Imaging Syst. Technol. Michele d'Amico, Patrizio Frosini, Claudia Landi
2004	J	`jnl`	The Use of Size Functions for Comparison of Shapes Through Differential Invariants. J. Math. Imaging Vis. Françoise Dibos, Patrizio Frosini, Denis Pasquignon
2002	J	`jnl`	A note on the representability of compact sets by real sequences. Appl. Math. Lett. Patrizio Frosini
2001	J	`jnl`	Size Functions and Formal Series. Appl. Algebra Eng. Commun. Comput. Patrizio Frosini, Claudia Landi
2000	Misc	`conf`	Image Retrieval through Abstract Shape Indication. MVA Aldo Brucale, Fabio Cesari, Michele d'Amico, Massimo Ferri, Patrizio Frosini, Luciano Gualandri, Monica Guerra, Alberto Lovato, Ilaria Pace
1999	—	`conf`	Deformation Energy for Size Functions. EMMCVPR Pietro Donatini, Patrizio Frosini, Claudia Landi
1999	J	`jnl`	New methods for reducing size graphs. Int. J. Comput. Math. Patrizio Frosini, Massimiliano Pittore
1998	—	`conf`	Point Selection: A New Comparison Scheme for Size Functions (With an Application to Monogram Recognition). ACCV (1) Massimo Ferri, Patrizio Frosini, Alberto Lovato, Chiara Zambelli
1998	—	`conf`	Sketch Up: Towards Qualitative Shape Data Management. ACCV (1) Costantino Collina, Massimo Ferri, Patrizio Frosini, Eleonora Porcellini
1993	J	`jnl`	On the use of size functions for shape analysis. Biol. Cybern. Alessandro Verri, Claudio Uras, Patrizio Frosini, Massimo Ferri