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Faculty of Science and Tech...
2
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PAN Jianxin
2
WANG Qingguo
1
FANG Kaitai
1
ELSAWAH Ahmed Mohamed
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Mahalanobis distance
2
outlier detection
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Elliptically contoured dist...
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Feedforward neural network
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Annals of the Institute of ...
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Regularized estimation of the Mahalanobis distance based on modified Cholesky decomposition
Journal article
Communications in Statistics Case Studies Data Analysis and Applications,2022
Authors:
Dai, Deliang
;
Pan, Jianxin
;
Liang, Yuli
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View/Download:7/0
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Submit date:2022/10/21
Mahalanobis distance
Modified Cholesky decomposition
outlier detection
regularization
smoothing
A hybrid feedforward neural network algorithm for detecting outliers in non-stationary multivariate time series
Journal article
Expert Systems with Applications,2021, volume: 184
Authors:
Vishwakarma, Gajendra K.
;
Paul, Chinmoy
;
Elsawah, A. M.
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View/Download:4/0
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Submit date:2021/07/29
Feedforward neural network
Mahalanobis distance
Non-stationary time series
Outlier detection
Robust estimate
System identification in presence of outliers
Journal article
IEEE Transactions on Cybernetics,2016, volume: 46, issue: 5, pages: 1202-1216
Authors:
Yu, Chao
;
Wang, Qingguo
;
Zhang, Dan
;
Wang, Lei
;
Huang, Jiangshuai
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View/Download:5/0
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Submit date:2021/07/15
Denoising
interior-point methods
low-rank matrix
matrix decomposition
outlier detection
semidefinite programming (SDP)
sparsity
system identification
Outlier Detection Based on Local Kernel Regression for Instance Selection
Journal article
International Journal of Computational Intelligence Systems,2014, volume: 7, issue: 4, pages: 748-757
Authors:
Peng,Qinmu
;
Cheung,Yiu ming
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View/Download:1/0
  |  
Submit date:2021/10/19
Instance Selection
Local Kernel Regression
Outlier Detection
Multiple outlier detection in growth curve model with unstructured covariance matrix
Journal article
Annals of the Institute of Statistical Mathematics,1995, volume: 47, issue: 1, pages: 137-153
Authors:
Pan, Jianxin
;
Fang, Kaitai
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View/Download:5/0
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Submit date:2021/05/13
Elliptically contoured distribution
growth curve model
influential observation
multiple outlier detection criterion
statistical diagnostic