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Research article

First published 2020-11

Importance of data preprocessing in time series prediction using SARIMA: A case study

Amir Hossein Adineh, Zahra Narimani, Suresh Chandra Satapathy

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2025-5

Time series prediction of college student satisfaction based on BiLSTM in big data scenarios

Zhen Yan, Yuanhua Wang, Taotao Chen

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2018-10-27

Time series data intelligent clustering algorithm for landslide displacement prediction

Liu Han, Tao Shang, Jisen Shu [...]

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

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Research article

First published 2024-4

Combining first prediction time identification and time-series feature window for remaining useful life prediction of rolling bearings with limited data

Hai Li, Chaoqun Wang

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open access

Research article

First published 2024

Data-driven three-stage polymer intrinsic viscosity prediction model with long sequence time series data

Peng Zhang, Jinmao Bi, Ming Wang [...]

Journal of Engineered Fibers and Fabrics

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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 2023-08

Mechanical properties prediction of tire cord steel via multi-stage neural network with time-series data

Long Chen, Fei He

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2010-7

Establish of the prediction system of chest skin motion with SSA method

Akira Mizuguchi, Kazuyuki Demachi, Mitsuru Uesaka

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2026-3

The early warning method of Dagangshan high-arch dam risk based on the time series prediction of the multivariate monitoring data

Ke Ma, Zhaohu Yuan, Zhiliang Gao [...]

Structural Health Monitoring

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Research article

First published 2020-4

An improved fruit fly algorithm-unscented Kalman filter-echo state network method for time series prediction of the network traffic data with noises

Ying Han, Yuanwei Jing, Georgi M Dimirovski

Transactions of the Institute of Measurement and Control

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