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Research article

First published 2021-2

A novel fusion approach of deep convolution neural network with auto-encoder and its application in planetary gearbox fault diagnosis

Fafa Chen, Lili Liu, Baoping Tang [...]

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

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Research article

First published 2024-7

Bridge anomaly detection based on reconstruction error and structural similarity of unsupervised convolutional auto-encoder

Shuai Teng, Zongchao Liu, Wenjun Luo [...]

Structural Health Monitoring

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Research article

First published 2022-7

Predicting peak stresses in microstructured materials using convolutional encoder–decoder learning

Ankit Shrivastava, Jingxiao Liu, Kaushik Dayal [...]

Mathematics and Mechanics of Solids

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Research article

First published 2023-08-01

A new real-time image semantic segmentation framework based on a lightweight deep convolutional encoder-decoder architecture for robotic environment sensing

Yuxia Yuan, Yachao Zhang

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

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Research article

First published 2025-11

Crack analysis of tall concrete wind towers using an ad-hoc deep multiscale encoder–decoder with depth separable convolutions under severely imbalanced data

Jianghua Deng, Linxin Hua, Ye Lu [...]

Structural Health Monitoring

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Research article

First published 2024-04-18

SSF: Sparse point cloud object detection based on self-adaptive voxel encoding and focal-sparse convolution

Yu Zhang, Zilong Wang, Yongjian Zhu [...]

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

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Research article

First published 2022-7

A feature learning-based method for impact load reconstruction and localization of the plate-rib assembled structure

Tao Chen, Liang Guo, Andongzhe Duan [...]

Structural Health Monitoring

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Research article

First published 2026-1

STIT-Net- A Wavelet based Convolutional Transformer Model for Motor Imagery EEG Signal Classification in the Sensorimotor Bands

Chrisilla S, R. Shantha SelvaKumari

Clinical EEG and Neuroscience

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Research article

First published 2021-11

Unsupervised defect detection algorithm for printed fabrics using content-based image retrieval techniques

Xudong Hu, Mingyue Fu, Zhijuan Zhu [...]

Textile Research Journal

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Research article

First published 2023-12

Incorporating convolutions into transformers for textile fiber identification from fabric images

Luoli Xu, Fenying Li, Shan Chang

Textile Research Journal

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