Alessandra Micheletti

According to our database, Alessandra Micheletti authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TS40K: a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission System.

Diogo Lavado, Cláudia Soares, Alessandra Micheletti, Ricardo Santos, André Coelho, João Santos

CoRR, 2024

A geometric XAI approach to protein pocket detection.

Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Gianluca Palermo, Davide Gadioli, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Anna Fava, Carmine Talarico

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2023

Probabilistic Registration for Gaussian Process Three-Dimensional Shape Modelling in the Presence of Extensive Missing Data.

Filipa Valdeira, Ricardo Ferreira, Alessandra Micheletti, Cláudia Soares

SIAM J. Math. Data Sci., June, 2023

Achieving Constraints in Neural Networks: A Stochastic Augmented Lagrangian Approach.

Diogo Lavado, Cláudia Soares, Alessandra Micheletti

CoRR, 2023

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

Diogo Lavado, Cláudia Soares, Alessandra Micheletti, Giovanni Bocchi, Alex Coronati, Manuel Silva, Patrizio Frosini

CoRR, 2023

2022

Probabilistic Registration for Gaussian Process 3D shape modelling in the presence of extensive missing data.

Filipa Valdeira, Ricardo Ferreira, Alessandra Micheletti, Cláudia Soares

CoRR, 2022

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

Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Carmine Talarico

CoRR, 2022

2021

Emotion pattern detection on facial videos using functional statistics.

Rongjiao Ji, Alessandra Micheletti, Natasa Krklec Jerinkic, Zoranka Desnica

CoRR, 2021

Distributed fixed point method for solving systems of linear algebraic equations.

Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic, Greta Malaspina, Alessandra Micheletti

Autom., 2021

From Noisy Point Clouds to Complete Ear Shapes: Unsupervised Pipeline.

Filipa Valdeira, Ricardo Ferreira, Alessandra Micheletti, Cláudia Soares

IEEE Access, 2021

2020

RANSIP : From noisy point clouds to complete ear models, unsupervised.

Filipa Valdeira, Ricardo Ferreira, Alessandra Micheletti, Cláudia Soares

CoRR, 2020

2017

A clustering algorithm for multivariate data streams with correlated components.

Giacomo Aletti, Alessandra Micheletti

J. Big Data, 2017