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Research article

First published 2025-10

A novel methodology based on long short-term memory stacked autoencoders for unsupervised detection of abnormal working conditions in semiconductor manufacturing systems

Fatemeh Hosseinpour, Ibrahim Ahmed, Piero Baraldi [...]

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

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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 2024-4

A data-driven distributed process monitoring method for industry manufacturing systems

Ming Yin, Jiayi Tian, Dan Zhu [...]

Transactions of the Institute of Measurement and Control

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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 2023-2

Deep learning-based investigation of the impact of urban form on the particulate matter concentration on a neighborhood scale

Moon-Hyun Kim, Tae-Hyoung Tommy Gim

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2025-3

A deep learning-based energy consumption prediction model based on occupants and space appliance in mixed-mode residences

C Sivapriya, G Subbaiyan, Srinivas Tadepalli

Intelligent Decision Technologies

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Research article

First published 2022-9

Analyzing and Interpreting Students’ Self-regulated Learning Patterns Combining Time-series Feature Extraction,Segmentation,and Clustering

Mingyan Zhang, Xu Du, Jui-Long Hung [...]

Journal of Educational Computing Research

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Research article

First published 2023-12-02

Passenger flow prediction and management method of urban public transport based on SDAE model and improved Bi-LSTM neural network

Luo Xian, Lan Tian

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

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Research article

First published 2025-7

An ensemble approach for unsupervised anomaly and cyber attack detection

Haitian Liu, Rong Jiang, Bin Zhou

Journal of Computer Security

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Research article

First published 2022-10

Fault diagnosis systems for rotating machines operating with fluid-film bearings

Ivan Stebakov, Alexey Kornaev, Sergey Popov [...]

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

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