A Robust Adaptive Signal Decomposition Method for Enhanced Mode Extraction in Financial Time Series

Accurately forecasting energy commodity prices and financial time series has long been a challenge for policymakers and energy market participants. Various existing decomposition techniques were introduced in this scenario, like EMD, EEMD, and CEEMDAN but these techniques in the majority of the case...

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Bibliographic Details
Main Authors: Laiba Sultan Dar, Muhammad Aamir, Muhammad Hamraz, Nosheen Faiz, Walid Emam, Yusra Tashkandy
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11114912/
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