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09/08/2023
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers
Supervised classification recognizes patterns in the data to separate cl...
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05/25/2021
Prediction error quantification through probabilistic scaling – EXTENDED VERSION
In this paper, we address the probabilistic error quantification of a ge...
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10/29/2020
Probabilistic interval predictor based on dissimilarity functions
This work presents a new method to obtain probabilistic interval predict...
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06/01/2020
Data-Driven Methods to Monitor, Model, Forecast and Control Covid-19 Pandemic: Leveraging Data Science, Epidemiology and Control Theory
This document analyzes the role of data-driven methodologies in Covid-19...
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05/21/2020
Computationally efficient stochastic MPC: a probabilistic scaling approach
In recent years, the increasing interest in Stochastic model predictive ...
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04/13/2020