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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 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 2021

Exploring long-term urban cycles with multivariate time-series analysis

Luca Salvati

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2025

SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting

Hrvoje Ljubić, Goran Martinović, Tomislav Volarić [...]

Intelligent Data Analysis: An International Journal

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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 2024-11

Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks

Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin [...]

International Journal of Hybrid Intelligent Systems

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Research article

First published 2026-1

MLSTAM: A multidimensional long-term spatio-temporal attention model for traffic flow forecasting by capturing time series correlations

Xiangze Liu, Yuan Jiang, Xiaohui Huang [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2025

Time-series forecasting of demolding force in plastic injection molding using long short-term memory architecture

Oluwole Abiodun Raimi, Bong-Kee Lee

Measurement and Control

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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 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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