ListarInstitute of New Imaging Technologies (INIT) por tema "prediction"
Mostrando ítems 1-4 de 4
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A survey on uncertainty quantification in deep learning for financial time series prediction
Elsevier Science Direct (2024-01-28)Investors make decisions about buying and selling a financial asset based on available information. The traditional approach in Deep Learning when trying to predict the behavior of an asset is to take a price history, train ... -
Fuzzy-Based Time Series Forecasting and Modelling: A Bibliometric Analysis
MDPI (2022-07-07)The purpose of this paper is to present the results of a systematic literature review regarding the development of fuzzy-based models for time series forecasting in the period 2017–2021. The study was conducted using a ... -
Prediction of spatial functional random processes: comparing functional and spatio-temporal kriging approaches
Springer Berlin Heidelberg (2019)We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial functional randomprocesses (which can also be viewed as Sp.T. random processes). Comparisons with respect to computational ... -
Synergetic Application of Multi-Criteria Decision-Making Models to Credit Granting Decision Problems
(2019-11-22)Although various algorithms have widely been studied for bankruptcy and credit risk prediction, conclusions regarding the best performing method are divergent when using different performance assessment metrics. As a ...