Matteo Fontana

According to our database, Matteo Fontana authored at least 13 papers between 2020 and 2024.

Collaborative distances:

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

2024

Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions.

Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini

Remote. Sens., April, 2024

Towards safer robot-assisted surgery: A markerless augmented reality framework.

Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, Elena Lievore, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi

Neural Networks, 2024

JANET: Joint Adaptive predictioN-region Estimation for Time-series.

Eshant English, Eliot Wong-Toi, Matteo Fontana, Stephan Mandt, Padhraic Smyth, Christoph Lippert

CoRR, 2024

Spatio-temporal layers based intra-operative stereo depth estimation network via hierarchical prediction and progressive training.

Ziyang Chen, Laura Cruciani, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi

Comput. Methods Programs Biomed., 2024

Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy.

Ziyang Chen, Ke Fan, Laura Cruciani, Matteo Fontana, Lorenzo Muraglia, Francesco Ceci, Laura Travaini, Giancarlo Ferrigno, Elena De Momi

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Conformal prediction bands for two-dimensional functional time series.

Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini

Comput. Stat. Data Anal., November, 2023

Semi-Supervised Bladder Tissue Classification in Multi-Domain Endoscopic Images.

Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco Alessandro Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi

IEEE Trans. Biomed. Eng., October, 2023

FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery.

Ziyang Chen, Aldo Marzullo, Davide Alberti, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi

Comput. Biol. Medicine, September, 2023

2022

Conformal prediction bands for multivariate functional data.

Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini

J. Multivar. Anal., 2022

Smooth LASSO estimator for the Function-on-Function linear regression model.

Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini

Comput. Stat. Data Anal., 2022

Semi-supervised GAN for Bladder Tissue Classification in Multi-Domain Endoscopic Images.

Jorge F. Lazo, Benoit Rosa, Michele Catellani, Matteo Fontana, Francesco Alessandro Mistretta, Gennaro Musi, Ottavio De Cobelli, Michel de Mathelin, Elena De Momi

CoRR, 2022

2020

Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection.

Ilia Nouretdinov, James Gammerman, Matteo Fontana, Daljit Rehal

Neurocomputing, 2020

Conformal Prediction: a Unified Review of Theory and New Challenges.

Gianluca Zeni, Matteo Fontana, Simone Vantini

CoRR, 2020