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Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection Conference paper
Li, Tengyue, Fong, Simon. Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection[C], 2022, 663-670.
Authors:  Li, Tengyue;  Fong, Simon
Favorite | TC[Scopus]:0 | Submit date:2023/03/06
Data Analytics  Data Stream Mining  Kalman Filter  Multivariate Time Series Forecasting  Trajectory Prediction  
FedGosp: A Novel Framework of Gossip Federated Learning for Data Heterogeneity Conference paper
Li, Guanghao, Hu, Yue, Zhang, Miao, Li, Li, Chang, Tao, Yin, Quanjun. FedGosp: A Novel Framework of Gossip Federated Learning for Data Heterogeneity[C], 2022, 840-845.
Authors:  Li, Guanghao;  Hu, Yue;  Zhang, Miao;  Li, Li;  Chang, Tao; et al.
Favorite | TC[Scopus]:2 | Submit date:2023/01/30
Clustering Algorithm  Data Heterogeneity  Federated Learning  Prediction Accuracy  
Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component Conference paper
Xindi Ma, Jie Gao, Xiaoyu Liu, Taiping Zhang, Yuan Yan Tang. Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component[C]:IEEE, 2021, 1139-1144.
Authors:  Xindi Ma;  Jie Gao;  Xiaoyu Liu;  Taiping Zhang;  Yuan Yan Tang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Exponential Gaussian Model  Indian Buffet Process  Nonnegative Matrix Factorization  Single Binary Components  
Explainable AI to Analyze Outcomes of Spike Neural Network in Covid-19 Chest X-rays Conference paper
Md. Sarwar Kamal, Linkon Chowdhury, Nilanjan Dey, Simon James Fong, Kc Santosh. Explainable AI to Analyze Outcomes of Spike Neural Network in Covid-19 Chest X-rays[C]:IEEE, 2021, 3408-3415.
Authors:  Md. Sarwar Kamal;  Linkon Chowdhury;  Nilanjan Dey;  Simon James Fong;  Kc Santosh
Favorite | TC[WOS]:8 TC[Scopus]:9 | Submit date:2022/05/13
Chest X-rays  Covid-19  ExplAinable Ai  Lime  Spike Neural Network  Supervised Synaptic Learning  Svm  
Distribution Preserving Deep Semi-Nonnegative Matrix Factorization Conference paper
Zhuolin Tan, Anyong Qin, Yongqing Sun, Yuan Yan Tang. Distribution Preserving Deep Semi-Nonnegative Matrix Factorization[C]:IEEE, 2021, 1081-1086.
Authors:  Zhuolin Tan;  Anyong Qin;  Yongqing Sun;  Yuan Yan Tang
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date:2022/05/13
Comparison and Combination of Activation Functions in Broad Learning System Conference paper
Lili Xu, C. L. Philip Chen L.. Comparison and Combination of Activation Functions in Broad Learning System[C], 2020, 3537-3542.
Authors:  Lili Xu;  C. L. Philip Chen L.
Favorite | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/12/06
Activation Function  Broad Learning System  Classification  Combination Method  Regression  
Broad Learning with Attribute Selection for Rheumatoid Arthritis Conference paper
Yang, Jie, Huang, Shigao, Tang, Rui, Hu, Quanyi, Lan, Kun, Wang, Han, Zhao, Qi, Fong, Simon. Broad Learning with Attribute Selection for Rheumatoid Arthritis[C]:IEEE, 2020, 552-558.
Authors:  Yang, Jie;  Huang, Shigao;  Tang, Rui;  Hu, Quanyi;  Lan, Kun; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/04
Broad Learning  Attribute Selection  Disease Pre-diction  Rheumatoid Arthritis  
Cross-channel similarity based histograms of oriented gradients for color images Conference paper
Zhou, Zheng, Zhou, Yicong. Cross-channel similarity based histograms of oriented gradients for color images[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 1621-1625.
Authors:  Zhou, Zheng;  Zhou, Yicong
Favorite | TC[WOS]:7 TC[Scopus]:2 | Submit date:2022/05/17
Quaternion non-local total variation for color image denoising Conference paper
Li, Xiaoyao, Zhou, Yicong, Zhang, Jing. Quaternion non-local total variation for color image denoising[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 1602-1607.
Authors:  Li, Xiaoyao;  Zhou, Yicong;  Zhang, Jing
Favorite | TC[WOS]:12 TC[Scopus]:10 | Submit date:2022/05/17
Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes Conference paper
Liu, Zhulin, Philip Chen, C. L., Zhang, Tong, Zhou, Jin. Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 193-197.
Authors:  Liu, Zhulin;  Philip Chen, C. L.;  Zhang, Tong;  Zhou, Jin
Favorite | TC[WOS]:8 TC[Scopus]:6 | Submit date:2022/05/17