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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 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  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 22), Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
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Relation construction for aspect-level sentiment classification Journal article
Information Sciences, 2022,Volume: 586,Page: 209-223
Authors:  Zeng, Jiandian;  Liu, Tianyi;  Jia, Weijia;  Zhou, Jiantao
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Aspect Relations  Aspect-level  Graph Convolutional Network  Sentiment Analysis  
“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu;  Dejing Dou
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Transfer Learning  Knowledge Distillation  Ensemble Learning  
Novel Fast Networking Approaches Mining Underlying Structures from Investment Big Data Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021,Volume: 51,Issue: 10,Page: 6319-6329
Authors:  Yang, Liping;  Yang, Yu;  Mgaya, Gervas Batister;  Zhang, Bo;  Chen, Long;  Liu, Hongbo
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Investment Big Data  Investment Network  Pedigree Classification  Structure Mining  
Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data Journal article
Jisuanji Xuebao/Chinese Journal of Computers, 2021,Volume: 44,Issue: 7,Page: 1414-1429
Authors:  Lin, Shu Yuan;  Lai, Tao Tao;  Yan, Yan;  Zhang, Li Ming;  Wang, Han Zi
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Computer Vision  Multiple-structure Data  Nonnegative Matrix Underapproximation  Outlier Pruning  Robust Geometric Model Fitting  
Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems Journal article
IEEE Transactions on Industrial Electronics, 2020,Volume: 68,Issue: 5,Page: 4508-4518
Authors:  Yang, Zhao-Xu;  Rong, Hai-Jun;  Wong, Pak Kin;  Angelov, Plamen;  Yang, Zhi-Xin;  Wang, Hang
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Data Clouds  Proportional Integral Derivative (Pid)  Self-evolving  Stability  
Direct Adaptive Data Cloud based Fuzzy Control for NARMAX System Conference paper
IEEE International Conference on Industrial Engineering and Engineering Management, 2019-12-18, 2019-12-15
Authors:  Yang, Zhao-Xu;  Rong, Hai-Jun;  Yang, Zhi-Xin
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Data Clouds  Direct Adaptive Fuzzy Control  Evolving Fuzzy System  Narmax System  Pruning Strategy  
Focused quantization for sparse CNNs Conference paper
Advances in Neural Information Processing Systems
Authors:  Zhao,Yiren;  Gao,Xitong;  Bates,Daniel;  Mullins,Robert;  Xu,Cheng Zhong
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Mining the Most Influential k -Location Set from Massive Trajectories Journal article
IEEE Transactions on Big Data, 2018,Page: 556-570
Authors:  Li, Y.;  Bao, J.;  Li, Y.;  Wu, Y.;  Gong, Z. G.;  Zheng, Y
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Electric vehicles  data mining  big data