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Research article

First published 2025

Non-stationary vibration data analysis using deep learning algorithms boosted by kernel density estimators

Tiago de Oliveira Nogueira, Gilderlânio Palacio, Paulo Cesar Cortez [...]

Journal of Vibration and Control

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Research article

First published 2022-09-22

Unsound wheat kernel recognition based on deep convolutional neural network transfer learning and feature fusion

Qinghui Zhang, Xinxin Tian, Weidong Chen [...]

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

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Research article

First published 2023-1

Peanut kernel integrity detection based on deep learning convolution neural network

Ying Xia, Chuanqing Sun

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2024-04-18

A transformer fault diagnosis method based on EHBA-DHKELM-Adaboost model

Wuke Li, Xingzhu Wang, Minli Tang

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

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Research article

First published 2025-1

MRI classification and discrimination of spinal schwannoma and meningioma based on deep learning

Yidan Liu, Zhenhua Zhou, Yuanjun Wang

Journal of X-Ray Science and Technology

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Research article

First published 2025-10

AS-APF: Encoding time series as images for human activity recognition with SK-based convolutional networks

Hailong Rong, Hao Wang, Tianlei Jin [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025

Hybrid deep learning approach for software defect prediction: Diffusion kernel attention and gudermannian networks

Smitha P.S, Mahesh Lokhande, R. Jothilakshmi [...]

Information Development

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Research article

First published 2025-3

Price prediction using modified deep learning using VMD and optimized kernel ELM and LSTM

Nirupama Parida, Bunil Kumar Balabantaray, Rajashree Nayak [...]

Intelligent Decision Technologies

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Research article

First published 2026-5

A kernelized deep regression method to simultaneously predict and normalize displacement responses of long-span bridges via limited synthetic aperture radar images

Alireza Entezami, Bahareh Behkamal, Carlo De Michele [...]

Structural Health Monitoring

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Research article

First published 2025-11

A novel sparse Gaussian process regression with time-aware spatiotemporal kernel for remaining useful life prediction and uncertainty quantification of bearings

Jin Cui, Jinchen Ji, Tianxiao Zhang [...]

Structural Health Monitoring

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