Concepedia

Shipeng Li

SL

4

Publications

221

Citations

4

H-Index

2020

Active since

Affiliations

South China University of Technology(Current)

Shipeng Li is an author at South China University of Technology specializing in deep learning, machine learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningComputer SciencePattern RecognitionSystems EngineeringBusinessData ScienceProcess ControlProcess Measurement

Publications per year

2020–2021

4

Publications

4

FPCB Surface Defect Detection: A Decoupled Two-Stage Object Detection Framework

Jiaxiang Luo, Zhiyu Yang, Shipeng Li et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 150 citations

Convolutional Neural Network, Machine Vision, Image Analysis +14

Nonlinear process modeling via unidimensional convolutional neural networks with self-attention on global and local inter-variable structures and its application to process monitoring

Shipeng Li, Jiaxiang Luo, Yueming Hu · ISA Transactions · 2021 · 25 citations

Nonlinear System Identification, Engineering, Machine Learning +10

Toward Interpretable Process Monitoring: Slow Feature Analysis-Aided Autoencoder for Spatiotemporal Process Feature Learning

Shipeng Li, Jiaxiang Luo, Yueming Hu · IEEE Transactions on Instrumentation and Measurement · 2021 · 24 citations

Engineering, Machine Learning, Data Science +15

Semi-supervised process fault classification based on convolutional ladder network with local and global feature fusion

Shipeng Li, Jiaxiang Luo, Yueming Hu · Computers & Chemical Engineering · 2020 · 22 citations

Fault Diagnosis, Engineering, Machine Learning +10

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