A Construction Approach to Prediction Intervals Based on Bootstrap and Deep Belief Network

Traditional neural networks (NNs) have been widely used in prediction intervals (PIs) construction method, with many improved models have been proposed. However, there are not satisfactory prediction results when dealing with some complex prediction problems which have many relative influence factor...

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Bibliographic Details
Main Authors: Jian Ji, Yong Sun, Fandong Kong, Qiguang Miao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8819938/