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Research article

First published 2021-8

Failure time prognosis in manufacturing process using multi-dislocated time series convolutional neural network

Bohao Li, Liping Zhao, Yiyong Yao

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

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Research article

First published 2019-3

Cost-sensitive convolutional neural networks for imbalanced time series classification

Yue Geng, Xinyu Luo

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-7

TVGCN: Time-varying graph convolutional networks for multivariate and multifeature spatiotemporal series prediction

Feiyan Sun, Wenning Hao, Ao Zou [...]

Science Progress

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Research article

First published 2026-1

A Method for Arrival Time Picking of Acoustic Emission Signals Based on Convolutional Neural Networks

Kangpei Zheng, Shunli Jiang, Xiangtian Gong

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-12

Multi-step real-time wind speed prediction based on convolution memory network

Guowei Cai, Yuqing Yang, Chao Pan [...]

Wind Engineering

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Research article

First published 2025-9

A new multi-modal time series transformation method and multi-scale convolutional attention network for railway wagon bearing fault diagnosis

Zhihui Men, Yonghua Li, Wuchu Tang [...]

Journal of Vibration and Control

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Research article

First published 2023-04-03

Multivariate time-series anomaly detection via temporal convolutional and graph attention networks

Qiang He, Guanqun Wang, Hengyou Wang [...]

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

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Research article

First published 2026-2

Sensitivity-enhanced fault diagnosis in proton exchange membrane fuel cell via hybrid time convolutional network and bidirectional gated recurrent unit with multi-head attention

Yitong Hou, Bo Yang, Ruyi Zheng [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-1

Real-time MRI lungs images revealing using Hybrid feedforward Deep Neural Network and Convolutional Neural Network

M. Karthick, Dinesh Jackson Samuel, B. Prakash [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-11

A convolutional neural network accelerator for real-time underwater image recognition of autonomous underwater vehicle

Wanting Zhao, Hong Qi, Yu Jiang [...]

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

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