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Research article

First published 2023-12

The use of an LSTM-based autoencoder for measurement denoising in process tomography

Grzegorz Kłosowski, Tomasz Rymarczyk, Dariusz Wójcik

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2025

Research on state sequence prediction technology for ultra-high voltage transformers based on mechanism constraints

Tianhang Long

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2020-9-22

Enhancing profit from stock transactions using neural networks

Ahana Roy Choudhury, Soheila Abrishami, Michael Turek [...]

The European Journal on Artificial Intelligence

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Research article

First published 2024-04-18

RETRACTED: An effective ensemble classification framework for intrusion detection system using LSTM autoencoder

Gayatri Ketepalli, Premamayudu Bulla

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

Open access

Research article

First published 2026-3

Transfer learning in LSTM autoencoders for rail anomaly detection across diverse operational conditions

Chi Yang, Korkut Kaynardag, Junghoon Sohn [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2025

Nonlinear dynamic industrial process fault detection based on attention-enhanced LSTM autoencoder

Sheng Lin, Jianchang Liu, Qingxiu Guo [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2022-8

Deep learning health state prognostics of physical assets in the Oil and Gas industry

Joaquín Figueroa Barraza, Luis Guarda Bräuning, Ruben Benites Perez [...]

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

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Research article

First published 2026-1

Improved LSTM-AE-DBSCAN motor controller temperature abnormality label recognition based method

Juan Zhou, Shengwei Zhou, Peng Wang

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025

Differential fusion of multi-latent-layer temporal features for industrial process fault classification

Xiaoping Guo, Juntao Li, Yuan Li

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

Robot milling tool wear monitoring based on variational autoencoder with multidomain depth features

Jiawei Xu, Jianguo Chen, Lei Yang [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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