Optimizing Multivariate Time Series Forecasting with LSTM: A Hybrid Scaling and Layer Normalization Framework Utilizing Logistic and Sigmoid-Curve transformations for Enhanced Predictive Accuracy
Crossref DOI link: https://doi.org/10.1007/s10614-025-11103-y
Published Online: 2025-09-25
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Boddu, Yuvaraja
A, Manimaran https://orcid.org/0000-0002-5671-9466
Text and Data Mining valid from 2025-09-25
Version of Record valid from 2025-09-25
Article History
Received: 11 June 2024
Accepted: 25 August 2025
First Online: 25 September 2025
Declarations
:
: Not applicable.