A Fuzzy C-Means Clustering-Based Hybrid Multivariate Time Series Prediction Framework With Feature Selection

Multivariate time series prediction (MTSP) stands as a significant and challenging frontier in the data science domain, garnering considerable interest among researchers. Extreme learning machine (ELM) has emerged as a popular machine learning algorithm capable of effectively addressing MTSP challen...

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Bibliographic Details

Published in:	IEEE transactions on fuzzy systems Vol. 32; no. 8; pp. 4270 - 4284
Main Authors:	Zhan, Jianming, Huang, Xianfeng, Qian, Yuhua, Ding, Weiping
Format:	Journal Article
Language:	English
Published:	IEEE 01.08.2024
Subjects:	Clustering algorithms Data models Extreme learning machine (ELM) Feature extraction feature selection fuzzy C-means (FCM) clustering multivariate time series prediction (MTSP) Possibility theory Prediction algorithms Predictive models Time series analysis
ISSN:	1063-6706, 1941-0034
Online Access:	Get full text
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