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06/03/2022
Hypothesis testing for matched pairs with missing data by maximum mean discrepancy: An application to continuous glucose monitoring
A frequent problem in statistical science is how to properly handle miss...
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12/11/2020
Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technolo
AEGIS study possesses unique information on longitudinal changes in circ...
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10/13/2020
Stochastic embeddings of dynamical phenomena through variational autoencoders
System identification in scenarios where the observed number of variable...
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03/17/2020
Construe: a software solution for the explanation-based interpretation of time series
This paper presents a software implementation of a general framework for...
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02/16/2018
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification
Objective: This work aims at providing a new method for the automatic de...
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11/10/2017
Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records
In this work we propose a new method for the rhythm classification of sh...
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04/14/2017
Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes
The application of Stochastic Differential Equations (SDEs) to the analy...
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09/19/2016
On the adoption of abductive reasoning for time series interpretation
Time series interpretation aims to provide an explanation of what is obs...
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10/27/2014