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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