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Research article

First published 2019-10-25

Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network

Qinghe Zheng, Xinyu Tian, Nan Jiang [...]

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

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Research article

First published 2017-1-30

Effective training of convolutional neural networks with small,specialized datasets

Diego Rueda Plata, Raúl Ramos-Pollán, Fabio A. González

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

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Research article

First published 2025-11

Growable and interpretable neural control with online continual learning for autonomous lifelong locomotion learning machines

Arthicha Srisuchinnawong, Poramate Manoonpong

The International Journal of Robotics Research

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Research article

First published 2019-03-26

Pair wise training for stacked convolutional autoencoders using small scale images

Aiswarya S. Kumar, Jyothisha J. Nair

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

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Research article

First published 2024

One-step multi-view clustering via deep-level semantics exploiting

Jiawei Peng, Yong Mi, Zhenwen Ren [...]

Journal of Information Science

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Research article

First published 2022-04-28

A fully supervised universal adversarial perturbations and the progressive optimization

Guangling Sun, Haoqi Hu, Xinpeng Zhang [...]

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

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Research article

First published 2022-1

Mobile-Unet: An efficient convolutional neural network for fabric defect detection

Junfeng Jing, Zhen Wang, Matthias Rätsch [...]

Textile Research Journal

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Research article

First published 2017-12

Rolling bearing fault severity identification using deep sparse auto-encoder network with noise added sample expansion

Renxiang Chen, Siyang Chen, Miao He [...]

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

Open access

Research article

First published 2026

Towards Semantic Understanding of Graph Neural Network Layers Embedding with Functional Semantic Activation Mapping

Kislay Raj, Alessandra Mileo

Neurosymbolic Artificial Intelligence

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Research article

First published 2025-11

Integrating Transfer Learning and U-Net for Accurate Detection and Segmentation of Asphalt Pavement Bleeding

Minh-Tu Cao, Chou Yen Chun, Nhat-Duc Hoang [...]

Transportation Research Record: Journal of the Transportation Research Board

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