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Frontiers of Mechanical Engineering 2022, Volume 17, Issue 2, doi: 10.1007/s11465-022-0673-7
Keywords: deep reinforcement learning hyper parameter optimization convolutional neural network fault diagnosis
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 2, Pages 214-223 doi: 10.1007/s11709-021-0800-2
Keywords: concrete structure GPR damage classification convolutional neural network transfer learning
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-022-0692-4
Keywords: axial piston pump fault diagnosis convolutional neural network multi-sensor data fusion
Automated classification of civil structure defects based on convolutional neural network
Pierclaudio SAVINO, Francesco TONDOLO
Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 2, Pages 305-317 doi: 10.1007/s11709-021-0725-9
Keywords: concrete structure infrastructures visual inspection convolutional neural network artificial intelligence
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 4, Pages 814-828 doi: 10.1007/s11465-021-0650-6
Keywords: bearing cross-severity fault diagnosis hierarchical fault diagnosis convolutional neural network
Efficient, high-resolution topology optimization method based on convolutional neural networks
Liang XUE, Jie LIU, Guilin WEN, Hongxin WANG
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 1, Pages 80-96 doi: 10.1007/s11465-020-0614-2
Keywords: topology optimization convolutional neural network high resolution density-based
Wenxuan CAO; Junjie LI
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 11, Pages 1378-1396 doi: 10.1007/s11709-022-0855-8
Keywords: underwater cracks remote operated vehicle image stitching image segmentation graph convolutionalneural network
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 6, doi: 10.1007/s11783-021-1430-6
• UV-vis absorption analyzer was applied in drainage type online recognition.
Keywords: Drainage online recognition UV-vis spectra Derivative spectrum Convolutional neural network
Slope stability analysis based on big data and convolutional neural network
Yangpan FU; Mansheng LIN; You ZHANG; Gongfa CHEN; Yongjian LIU
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 7, Pages 882-895 doi: 10.1007/s11709-022-0859-4
Keywords: slope stability limit equilibrium method convolutional neural network database for slopes big data
A convolutional neural network based approach to sea clutter suppression for small boat detection
Guan-qing Li, Zhi-yong Song, Qiang Fu,liguanqing09@nudt.edu.cn,songzhiyong08@nudt.edu.cn
Frontiers of Information Technology & Electronic Engineering 2020, Volume 21, Issue 10, Pages 1413-1534 doi: 10.1631/FITEE.1900523
Multiclass classification based on a deep convolutional
Ying CAI,Meng-long YANG,Jun LI
Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 11, Pages 930-939 doi: 10.1631/FITEE.1500125
Keywords: Head pose estimation Deep convolutional neural network Multiclass classification
A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 2, doi: 10.1007/s11783-023-1622-3
● A novel deep learning framework for short-term water demand forecasting.
Keywords: Short-term water demand forecasting Long-short term memory neural network Convolutional Neural Network
Classifying multiclass relationships between ASes using graph convolutional network
Frontiers of Engineering Management Pages 653-667 doi: 10.1007/s42524-022-0217-1
Keywords: autonomous system multiclass relationship graph convolutional network classification algorithm Internet
Frontiers of Chemical Science and Engineering doi: 10.1007/s11705-022-2283-7
Keywords: planning scheduling refinery-petrochemical convolutional neural network heuristic algorithm
Amit SHIULY; Debabrata DUTTA; Achintya MONDAL
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 3, Pages 347-358 doi: 10.1007/s11709-022-0819-z
Keywords: support vector machine deep convolutional neural network microscope digital image curing period
Title Author Date Type Operation
A new automatic convolutional neural network based on deep reinforcement learning for fault diagnosis
Journal Article
Deep convolutional neural network for multi-level non-invasive tunnel lining assessment
Journal Article
Fault diagnosis of axial piston pumps with multi-sensor data and convolutional neural network
Journal Article
Automated classification of civil structure defects based on convolutional neural network
Pierclaudio SAVINO, Francesco TONDOLO
Journal Article
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Journal Article
Efficient, high-resolution topology optimization method based on convolutional neural networks
Liang XUE, Jie LIU, Guilin WEN, Hongxin WANG
Journal Article
Detecting large-scale underwater cracks based on remote operated vehicle and graph convolutional neuralnetwork
Wenxuan CAO; Junjie LI
Journal Article
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Journal Article
Slope stability analysis based on big data and convolutional neural network
Yangpan FU; Mansheng LIN; You ZHANG; Gongfa CHEN; Yongjian LIU
Journal Article
A convolutional neural network based approach to sea clutter suppression for small boat detection
Guan-qing Li, Zhi-yong Song, Qiang Fu,liguanqing09@nudt.edu.cn,songzhiyong08@nudt.edu.cn
Journal Article
Multiclass classification based on a deep convolutional
Ying CAI,Meng-long YANG,Jun LI
Journal Article
A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting
Journal Article
Enterprise-wide optimization of integrated planning and scheduling for refinery-petrochemical complex with heuristic algorithm
Journal Article