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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
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Algorithm  Classification model training  Deep learning  Machine learning  Medical dataset  Multi-class classification  Parameter optimization  Radiological images recognition  
A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network Journal article
Neurocomputing, 2022,Volume: 481,Page: 133-153
Authors:  Zhang, Guangyao;  Li, Yanting;  Jiang, Wenbo;  Shu, Lianjie
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Domain Adaptation  Fault Diagnosis  Lstm  Mmd  Scada  Transfer Learning  Wind Turbine  
Validation of metacognitive academic writing strategies and the predictive effects on academic writing performance in a foreign language context Journal article
Metacognition and Learning, 2022,Volume: 17,Issue: 1,Page: 167-190
Authors:  Teng, Mark Feng;  Qin, Chenghai;  Wang, Chuang
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/04
Academic Writing  Language Learning Strategies  Metacognition  Metacognitive Knowledge  Metacognitive Regulation  
SentiMedQAer: A Transfer Learning-Based Sentiment-Aware Model for Biomedical Question Answering Journal article
Frontiers in Neurorobotics, 2022,Volume: 16
Authors:  Zhu, Xian;  Chen, Yuanyuan;  Gu, Yueming;  Xiao, Zhifeng
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biomedical question answering  RoBERTa  sentiment analysis  T5  transfer learning  XGBoost  
Coverage hole detection in WSN with force-directed algorithm and transfer learning Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 5,Page: 5435-5456
Authors:  Lai, Yue Hui;  Cheong, Se Hang;  Zhang, Hui;  Si, Yain Whar
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/03/28
Convolutional Neural Network  Coverage Hole Detection  Force-directed Algorithm  Transfer Learning  Wireless Sensor Networks  
Mutual modulation via charge transfer and unpaired electrons of catalytic sites for the superior intrinsic activity of N2 reduction: From highthroughput computation assisted with a machine learning perspective Journal article
Journal of Materials Chemistry A, 2022,Volume: 10,Issue: 10,Page: 5470-5478
Authors:  Shu, Zheng;  Yan, Hejin;  Chen, Hongfei;  Cai, Yongqing
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A Macaque Brain Extraction Model Based on U-Net Combined with Residual Structure Journal article
Brain Sciences, 2022,Volume: 12,Issue: 2
Authors:  Wang, Qianshan;  Fei, Hong;  Nasher, Saddam Naji Abdu;  Xia, Xiaoluan;  Li, Haifang
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Brain Extraction Tool  Data Fusion  Macaque Brain Mri  Residual Structure  U-net Application  
Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks Journal article
IEEE Transactions on Fuzzy Systems, 2022,Volume: 30,Issue: 2,Page: 500-514
Authors:  Dang, Bozhan;  Wang, Yingxu;  Zhou, Jin;  Wang, Rongrong;  Chen, Long;  Chen, C. L.Philip;  Zhang, Tong;  Han, Shiyuan;  Wang, Lin;  Chen, Yuehui
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Adjustable Learning Rate  Attribute-weight-entropy Regularization  Collaborative Fuzzy Clustering  Distributed Peer-to-peer Network  Transfer Learning  
Cgenet: A deep graph model for covid-19 detection based on chest ct Journal article
Biology, 2022,Volume: 11,Issue: 1
Authors:  Lu, Si Yuan;  Zhang, Zheng;  Zhang, Yu Dong;  Wang, Shui Hua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/02/21
Computer-aided Diagnosis  Convolutional Neural Network  Extreme Learning Machine  Feedforward Neural Network  Graph Neural Network  Transfer Learning  
Person Foreground Segmentation by Learning Multi-Domain Networks Journal article
IEEE Transactions on Image Processing, 2022,Volume: 31,Page: 585-597
Authors:  Liang, Zhiyuan;  Guo, Kan;  Li, Xiaobo;  Jin, Xiaogang;  Shen, Jianbing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
light-weight networks  multi-domain learning  Single person segmentation