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Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization  
Efficient Outdoor Video Semantic Segmentation Using Feedback-Based Fully Convolution Neural Network Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 8,Page: 5128-5136
Authors:  Wong,Chi Chong;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2021/03/11
Feedback network  fully convolution  image segmentation  
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network Journal article
Computers in Biology and Medicine, 2020,Volume: 123
Authors:  Liu,Yu;  Ding,Yufeng;  Li,Chang;  Cheng,Juan;  Song,Rencheng;  Wan,Feng;  Chen,Xun
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Capsule network  Deep learning  Electroencephalogram (EEG)  Emotion recognition  
Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning Journal article
Molecular Therapy - Nucleic Acids, 2020,Volume: 20,Page: 882-894
Authors:  Yan,Jielu;  Bhadra,Pratiti;  Li,Ang;  Sethiya,Pooja;  Qin,Longguang;  Tai,Hio Kuan;  Wong,Koon Ho;  Siu,Shirley W.I.
Favorite |  | TC[WOS]:10 TC[Scopus]:9 | Submit date:2021/03/04
AmPEP  ampicillin  antimicrobial peptide  AxPEP  Candida glabrata  convolutional neural network  drug discovery  machine learning  reduced amino acid composition  
An ELM-Embedded Deep Learning Based Intelligent Recognition System for Computer Numeric Control Machine Tools Journal article
IEEE Access, 2020,Volume: 8,Page: 24616-24629
Authors:  Luo,Luqing;  Yang,Zhi Xin;  Tang,Lulu;  Zhang,Kun
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CNC tool recognition  convolutional neural networks  extreme learning machines auto-encode  hybrid deep learning networks  tool library database  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
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corruption  Deep cascade model  face recognition  representation learning  softmax vector  
Deep and Ordinal Ensemble Learning for Human Age Estimation from Facial Images Journal article
IEEE Transactions on Information Forensics and Security, 2020,Volume: 15,Page: 2361-2374
Authors:  Xie,Jiu Cheng;  Pun,Chi Man
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convolutional neural network  ensemble learning  Human age estimation  ordinal regression  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
IEEE Transactions on Affective Computing, 2020
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu;  Wan,Feng;  Chen,Xun
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channel-wise attention  Convolution  Data mining  Databases  Electroencephalogram (EEG)  Electroencephalography  Emotion recognition  emotion recognition  Feature extraction  self-attention  Task analysis  
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Conference paper
Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019
Authors:  Zhao,Yiren;  Gao,Xitong;  Guo,Xuan;  Liu,Junyi;  Wang,Erwei;  Mullins,Robert;  Cheung,Peter Y.K.;  Constantinides,George;  Xu,Cheng Zhong
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Auto-generation  CNN hardware accelerator  
Radar based object recognition with convolutional neural network Conference paper
Asia-Pacific Microwave Conference Proceedings, APMC
Authors:  Loi,Kin Chong;  Cheong,Pedro;  Choi,Wai Wa
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Convolutional neural network  Deep learning  Inception V3  Object recognition  Radar