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Research article

First published 2025

A hybrid approach for long- and short-term time series analysis and prediction combining the Mamba and transformer models

Hongbin Zhu, Xiyang Liu, Jiuning Gao [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025-03-17

A novel Prophet model based on Gaussian linear fuzzy information granule for long-term time series prediction 1

Hong Yang, Lina Wang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2010-03

A Classification and Regression Trees (CART) Model of Parallel Structure and Long-term Prediction Prognosis of Machine Condition

Van Tung Tran, Bo-Suk Yang, Andy Chit Chiow Tan

Structural Health Monitoring

Open access

Research article

First published 2025-1

Comparative study of long short-term memory (LSTM),bidirectional LSTM,and traditional machine learning approaches for energy consumption prediction

Hamed Alizadegan, Behzad Rashidi Malki, Arian Radmehr [...]

Energy Exploration & Exploitation

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Research article

First published 2025-9

VLinear: Enhanced linear complexity time series forecasting model

Chu Li, Bingjia Xiao, Qiping Yuan

Intelligent Data Analysis: An International Journal

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Research article

First published 2001-1

Wind Speed Modelling and Short-Term Prediction Using Wavelets

Katherine Hunt, Guy P Nason

Wind Engineering

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Research article

First published 2023-04-03

Multivariate time-series anomaly detection via temporal convolutional and graph attention networks

Qiang He, Guanqun Wang, Hengyou Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-9

Research on the prediction of short time series based on EMD-LSTM

Yongzhi Liu, Gang Wu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2006

Seasonal Time Series Models to Support Traffic Input Data for Mechanistic–Empirical Design Guide

Jorge A. Prozzi, Feng Hong

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2004-3

Prediction of oil well production: A multiple-neural-network approach

H.H. Nguyen, C.W. Chan, M. Wilson

Intelligent Data Analysis: An International Journal

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