Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index

Machine learning has attracted significant attention for predicting an upcoming geomagnetic storm disturbance using the disturbance storm time (Dst) index. However, studies on machine learning techniques for predicting geomagnetic disturbances have mostly focused on the next step ahead of performanc...

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Bibliographic Details
Published in:2024 IEEE 14TH SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS, ISCAIE 2024
Main Authors: Mazlan, Ain Dzarah Nafisah; Hairuddin, Muhammad Asraf; Nur, Dalila K. A.; Tahir, Nooritawati Md; Jusoh, Mohamad Huzaimy
Format: Proceedings Paper
Language:English
Published: IEEE 2024
Subjects:
Online Access:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001283898700094