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Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network Journal article
Journal of Cheminformatics, 2021,Volume: 13,Issue: 1
Authors:  Chen, Jiarui;  Si, Yain Whar;  Un, Chon Wai;  Siu, Shirley W.I.
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Admet  Chemical Toxicity  Deep Learning  Graph Convolutional Neural Network  Mean Teacher  Semi-supervised Learning  Tox21  
Crack detection using fusion features-based broad learning system and image processing Journal article
Computer-Aided Civil and Infrastructure Engineering, 2021,Volume: 36,Issue: 12,Page: 1568-1584
Authors:  Zhang, Yang;  Yuen, Ka Veng
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Multi-Stream Siamese and Faster Region-Based Neural Network for Real-Time Object Tracking Journal article
IEEE Transactions on Intelligent Transportation Systems, 2021,Volume: 22,Issue: 11,Page: 7279-7292
Authors:  Liu, Yi;  Zhang, Liming;  Chen, Zhihui;  Yan, Yan;  Wang, Hanzi
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Faster R-cnn  Instance Search  Multi-stream Siamese Network  Object Tracking  
Fusing 2D and 3D convolutional neural networks for the segmentation of aorta and coronary arteries from CT images Journal article
Artificial Intelligence in Medicine, 2021,Volume: 121
Authors:  Gu, Linyan;  Cai, Xiao Chuan
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2d And 3d Network Fusion  Convolutional Neural Networks  Human Aorta And Coronary Arteries Segmentation  Medical Images  
Application of AlexNet convolutional neural network architecture-based transfer learning for automated recognition of casting surface defects Conference paper
Proceedings - International Research Conference on Smart Computing and Systems Engineering, SCSE 2021, Colombo, Sri Lanka, 16-16 Sept. 2021
Authors:  Thalagala, Shiron;  Walgampaya, Chamila
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Automated Inspection  Casting Defect Detection  Convolutional Neural Networks  Hyperparameters  Transfer Learning  
MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray Journal article
Pattern Recognition Letters, 2021,Volume: 150,Page: 8-16
Authors:  Zhang, Yu Dong;  Zhang, Zheng;  Zhang, Xin;  Wang, Shui Hua
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Automatic differentiation  Chest CT  Chest X-ray  Convolutional neural network  COVID-19  Data harmonization  Deep learning  Multimodality  Multiple input  
Higher-order conditional random field established with CNNs for video object segmentation Journal article
KSII Transactions on Internet and Information Systems, 2021,Volume: 15,Issue: 9,Page: 3204-3220
Authors:  Hao, Chuanyan;  Wang, Yuqi;  Jiang, Bo;  Liu, Sijiang;  Yang, Zhi Xin
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Video Object Segmentation  Conditional Random Field  Convolution Neural Networks  Higher-order Potential  
An FPGA-Based Energy-Efficient Reconfigurable Convolutional Neural Network Accelerator for Object Recognition Applications Journal article
IEEE Transactions on Circuits and Systems II: Express Briefs, 2021,Volume: 68,Issue: 9,Page: 3143-3147
Authors:  Li, Jixuan;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Rui P.
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Computation Efficiency  Convolutional Neural Network (Cnn)  Fpga  Object Recognition  Reconfigurability  
Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 17
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
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Block diagonal  Broad learning system  Classification  Convolutional neural network  Hyperspectral image  
XDeep-AcPEP: Deep Learning Method for Anticancer Peptide Activity Prediction Based on Convolutional Neural Network and Multitask Learning Journal article
Journal of Chemical Information and Modeling, 2021,Volume: 61,Issue: 8,Page: 3789-3803
Authors:  Chen, Jiarui;  Cheong, Hong Hin;  Siu, Shirley W.I.
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