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Research article

First published 2021-5

Anomaly detection based on multivariate data for the aircraft hydraulic system

Hongsheng Yan, Jianzhong Sun, Hongfu Zuo

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2023-3

A study on anomaly detection of unmanned marine systems using machine learning

Sang-Ki Jeong, Dae-Hyeong Ji, Myounghak Oh [...]

Measurement and Control

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Research article

First published 2024-3

Unsupervised fault detection approach based on depth auto-encoder for photovoltaic power generation system

Jun Zhang, Zongren Chen, Weimei Wu [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2021-1

Hybrid Approach Combining Modified Gravity Model and Deep Learning for Short-Term Forecasting of Metro Transit Passenger Flows

Loutao Shen, Zengzhe Shao, Yuansheng Yu [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-6

Constrained representation learning for recurrent policy optimisation under uncertainty

Viet-Hung Dang, Ngo Anh Vien, TaeChoong Chung

Adaptive Behavior

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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 2021-10

Applications of deep learning in big data analytics for aircraft complex system anomaly detection

Shungang Ning, Jianzhong Sun, Cui Liu [...]

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

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Research article

First published 2022-04-28

Hybrid approach with Deep Auto-Encoder and optimized LSTM based Deep Learning approach to detect anomaly in cloud logs

Savaridassan Pankajashan, G. Maragatham, T. Kirthiga Devi

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

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Research article

First published 2020-1

DNN models based on dimensionality reduction for stock trading

Dongdong Lv, Dong Wang, Meizi Li [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2026

Online prediction of lithium-ion battery’s remaining useful life with multiple health indicators and hybrid SAE-LSTM-1DCNN model

Chun Su, Ran Xia

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

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