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Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Future Generation Computer Systems, 2022,Volume: 133,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
A Task-Parallel and Reconfigurable FPGA-Based Hardware Implementation of Extreme Learning Machine Conference paper
ACM International Conference Proceeding Series
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu
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Extreme learning machine  Field-programmable gate array  Reconfigurable architecture  Task-parallel computing  
A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information Journal article
Engineering Structures, 2022,Volume: 252
Authors:  Mu, He Qing;  Shen, Ji Hui;  Zhao, Zi Tong;  Liu, Han Teng;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/04
Bayesian Inference  Copula  Model Class Selection  Multivariate Probability Density Function  Structural Health Monitoring  
IDEA-Net: Adaptive Dual Self-Attention Network for Single Image Denoising Conference paper
Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2022, Waikoloa, HI, 2022-01-04~08
Authors:  Zuo, Zheming;  Chen, Xinyu;  Xu, Han;  Li, Jie;  Liao, Wenjuan;  Yang, Zhi Xin;  Wang, Shizheng
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An efficient unsupervised image quality metric with application for condition recognition in kiln Journal article
Engineering Applications of Artificial Intelligence, 2022,Volume: 107
Authors:  Wu, Leyuan;  Zhang, Xiaogang;  Chen, Hua;  Zhou, Yicong;  Wang, Lianhong;  Wang, Dingxiang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/02/21
Blind Image Quality Assessment (Biqa)  Iqa-based Application  Sintering Condition Recognition  Textural Intensity  
Prediction of lipid nanoparticles for mRNA vaccines by the machine learning algorithm Journal article
Acta Pharmaceutica Sinica B, 2022
Authors:  Wang, Wei;  Feng, Shuo;  Ye, Zhuyifan;  Gao, Hanlu;  Lin, Jinzhong;  Ouyang, Defang
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Formulation prediction  Ionizable lipid  LightGBM  Lipid nanoparticle  Machine learning  Molecular modeling  mRNA  Vaccine  
Machine learning prediction of antiviral-HPV protein interactions for anti-HPV pharmacotherapy Journal article
Scientific Reports, 2021,Volume: 11,Issue: 1
Authors:  Lin, Hui Heng;  Zhang, Qian Ru;  Kong, Xiangjun;  Zhang, Liuping;  Zhang, Yong;  Tang, Yanyan;  Xu, Hongyan
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Investigation of the interaction between Chrysoeriol and xanthine oxidase using computational and in vitro approaches Journal article
International journal of biological macromolecules, 2021,Volume: 190,Page: 463-473
Authors:  Liu, Yan;  Han, Chenggang;  Lu, Tao;  Liu, Yi;  Chen, Hao;  Yang, Can;  Tu, Yanbei;  Li, Yanfang
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
Chrysoeriol  Isothermal Titration Calorimetry  Molecular Simulations  Spectroscopy  Xanthine Oxidase