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09/14/2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework
Robot-assisted surgery is rapidly developing in the medical field, and t...
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02/15/2023
An Evaluation of Researchers' Migration Patterns in Europe using Digital Trace Data
The comprehension of the mechanisms behind the mobility of skilled worke...
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12/21/2022
Semi-supervised GAN for Bladder Tissue Classification in Multi-Domain Endoscopic Images
Objective: Accurate visual classification of bladder tissue during Trans...
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09/13/2022
Bayesian Functional Emulation of CO2 Emissions on Future Climate Change Scenarios
We propose a statistical emulator for a climate-economy deterministic in...
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07/27/2022
Conformal Prediction Bands for Two-Dimensional Functional Time Series
Conformal Prediction (CP) is a versatile nonparametric framework used to...
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07/27/2022
Challenges and Opportunities of Computational Social Science for Official Statistics
The vast amount of data produced everyday (so-called 'digital traces') a...
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06/29/2022
conformalInference.multi and conformalInference.fd: Twin Packages for Conformal Prediction
Building on top of a regression model, Conformal Prediction methods prod...
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07/01/2021
Distribution-Free Prediction Bands for Multivariate Functional Time Series: an Application to the Italian Gas Market
Uncertainty quantification in forecasting represents a topic of great im...
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06/03/2021
Conformal Prediction Bands for Multivariate Functional Data
Motivated by the pressing request of methods able to create prediction s...
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02/12/2021
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data
Functional Data Analysis represents a field of growing interest in stati...
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07/01/2020
Smooth Lasso Estimator for the Function-on-Function Linear Regression Model
A new estimator, named as S-LASSO, is proposed for the coefficient funct...
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06/24/2020
Global Sensitivity and Domain-Selective Testing for Functional-Valued Responses: An Application to Climate Economy Models
Complex computational models are increasingly used by business and gover...
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05/16/2020
Conformal Prediction: a Unified Review of Theory and New Challenges
In this work we provide a review of basic ideas and novel developments a...
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10/17/2019