Deep learning prediction intervals based on selective joint supervision
Author:
Funder
Agencia Nacional de Investigación y Desarrollo
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-023-04610-8.pdf
Reference31 articles.
1. Abdar M, Pourpanah F, Hussain S, Rezazadegan D, Liu L, Ghavamzadeh M, Fieguth P, Cao X, Khosravi A, Acharya UR et al (2021) A review of uncertainty quantification in deep learning: Techniques, applications and challenges. Information Fusion 76:243–297
2. Alcántara A, Galván IM, Aler R (2022) Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks. Engineering Applications of Artificial Intelligence 114:105–128
3. Almalaq A, Edwards G (2017) A review of deep learning methods applied on load forecasting. In: 2017 16th IEEE International conference on machine learning and applications (ICMLA), pp 511–516
4. Cartagena O, Parra S, Muñoz-Carpintero D, Marín LG, Sáez D (2021) Review on fuzzy and neural prediction interval modelling for nonlinear dynamical systems. IEEE Access 9:23357–23384
5. Chen S, Billings S (1992) Neural networks for nonlinear dynamic system modelling and identification. Int J Control 56(2):319–346
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