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Research article

First published 2024-02-14

An entropy weight variable fuzzy recognition and 1D-CNN deep learning method for general aviation fleet reliability evaluation

Nongtian Chen, Kai Chen, Youchao Sun

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

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Research article

First published 2025

Fusion of 2D-SwinTransformer and 1D-CNN-SENet for bearing fault diagnosis modelling

Xinyu Sha, Fucai Qian, Lin Yan [...]

Journal of Vibration and Control

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Research article

First published 2022-3

A deep learning algorithm based on 1D CNN-LSTM for automatic sleep staging

Dechun Zhao, Renpin Jiang, Mingyang Feng [...]

Technology and Health Care

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Research article

First published 2024-9

Optimal tuning of three deep learning methods with signal processing and anomaly detection for multi-class damage detection of a large-scale bridge

Rouzbeh Doroudi, Seyed Hossein Hosseini Lavassani, Mohsen Shahrouzi

Structural Health Monitoring

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Research article

First published 2022-6

Deep Learning Models for Data-Driven Laser Induced Breakdown Spectroscopy (LIBS) Analysis of Interstitial Oxygen Impurities in Czochralski-Si Crystals

Seyyed Ali Davari, Dibyendu Mukherjee

Applied Spectroscopy

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Research article

First published 2025-3

Loose bolt localization and torque prediction in a bolted joint using lamb waves and explainable artificial intelligence

Muping Hu, Nan Yue, Roger M. Groves

Structural Health Monitoring

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Research article

First published 2024

Performance analysis of genetically optimized 1D-convolutional neural network architecture for rotor system fault detection and diagnosis

Sudhar Rajagopalan, Jaskaran Singh, Ashish Purohit

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

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Research article

First published 2023-8

A deep learning approach to detect phishing websites using CNN for privacy protection

Rania Zaimi, Mohamed Hafidi, Mahnane Lamia

Intelligent Decision Technologies

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Research article

First published 2023-10

Unbalance position of aeroengine flexible rotor analysis and identification based on dynamic model and deep learning

Shuo Han, Tongguang Yang, Qingyu Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025

A Bayesian-optimized 1D CNN-based outlier detection approach for wireless sensor networks

Somia Bibi, Chafiq Titouna, Faiza Titouna

Transactions of the Institute of Measurement and Control

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