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Research article

First published 2025-11

TSDNet: A two-stage decomposition-based hybrid deep neural network for long-term time series forecasting

Sukhyun Cho, Dokyun Kim, Jonghun Park [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-4

Dynamic linear models-based time series decomposition and its application on bearing fault diagnosis

Haifeng Tang, Jin Chen, Guangming Dong

Journal of Vibration and Control

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Research article

First published 2025

Parallel dual-channel time series prediction algorithm based on frequency domain complex decomposition

Lele Yuan, Hua Wang, Fan Zhang

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

Time series forecasting and anomaly detection of bridge deformation based on PS-InSAR technique and seasonal-trend decomposition

Yun Zhou, Guanwang Hao, Jianwei Chen [...]

Structural Health Monitoring

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Research article

First published 2026

Spatiotemporal attention-based trend and residual decomposition model for multivariate time series anomaly detection

Zhenhua Yu, Jiazhen Li, Lihua Sun [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-5

Multi-scale hierarchical model for long-term time series forecasting

Jie Xu, Luo Jia Zhang, De Chun Zhao [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-05

Implementing Spectral Decomposition of Time Series Data in Artificial Neural Networks to Predict Air Pollutant Concentrations

Nima Kamali, Maryam Zare Shahne, Mohammad Arhami

Environmental Engineering Science

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Research article

First published 2021-09-15

A novel hybrid deep learning model for taxi demand forecasting based on decomposition of time series and fusion of text data

Kun Zhu, Shuai Zhang, Wenyu Zhang [...]

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

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Research article

First published 2020-3

Wavelet decomposition and nonlinear prediction of nonstationary vibration signals

Xiao-bin Fan, Bin Zhao, Bing-xu Fan

Noise & Vibration Worldwide

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Research article

First published 2025-3

An Interval Decomposition-Ensemble Model for Tourism Forecasting

Gang Xie, Shuihan Liu, Xin Li

Journal of Hospitality & Tourism Research

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