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Recent advances in wearable electromechanical sensors—Moving towards machine learning-assisted wearable sensing systems Journal article
Nano Energy, 2022,Volume: 105,Page: 108041
Authors:  Nian Dai;  Iek Man Lei;  Zhaoyang Li;  Yi Li;  Peng Fang;  Junwen Zhong
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Incomplete label distribution feature selection based on neighborhood-tolerance discrimination index Journal article
Applied Soft Computing, 2022,Volume: 130
Authors:  Qian, Wenbin;  Dong, Ping;  Dai, Shiming;  Huang, Jintao;  Wang, Yinglong
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Feature Selection  Granular Computing  Incomplete Data  Label Distribution  Neighborhood-tolerance  Rough Sets  
KDCTime: Knowledge distillation with calibration on InceptionTime for time-series classification Journal article
Information Sciences, 2022,Volume: 613,Page: 184-203
Authors:  Gong, Xueyuan;  Si, Yain Whar;  Tian, Yongqi;  Lin, Cong;  Zhang, Xinyuan;  Liu, Xiaoxiang
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Deep Neural Networks  Inceptiontime  Knowledge Distillation  Overfitting  Time-series Classification  
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 learni Journal article
Future Generation Computer Systems, 2022,Volume: 133,Issue: 1,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
Constructional Borrowing From English in Hong Kong Cantonese Journal article
Frontiers in Communication, 2022,Volume: 7,Page: 1-13
Authors:  Chan, Brian Hok-Shing
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Cantonese-english Contact  Code-mixing/code-switching  Constructional Borrowing  Lexical Borrowing  Structural Borrowing  Translanguaging  
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
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Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
An In-Depth Study of Microservice Call Graph and Runtime Performance Journal article
IEEE Transactions on Parallel and Distributed Systems, 2022
Authors:  Shutian Luo;  Xu HL(徐歡樂);  Chengzhi Lu;  Kejiang Ye;  Guoyao Xu;  Liping Zhang;  Jian He;  Chengzhong Xu
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Social network analytic-based online counterfeit seller detection using user shared images Journal article
ACM Transactions on Multimedia Computing, Communications, and Applications, 2022
Authors:  Ming Cheung;  Weiwei Sun;  James She;  Jiantao Zhou
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COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization Journal article
Neural Processing Letters, 2022
Authors:  Li, Xingjian;  Xiong, Haoyi;  An, Haozhe;  Xu, Chengzhong;  Dou, Dejing
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Deep Learning  Neural Networks  Soft Label  
Nanoprobe-based mass spectrometry and Fourier transform infrared spectroscopy for rapid phospholipid profiling Journal article
Journal of the Chinese Chemical Society, 2022,Volume: 69,Issue: 1,Page: 94-106
Authors:  Mernie, Elias Gizaw;  Tseng, Mei Chun;  Wu, Wen Ti;  Liu, Tzu Ming;  Chen, Yu Ju
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