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Faculty of Science and Tech...
4
Authors
ELSAWAH Ahmed Mohamed
2
FANG Kaitai
1
PAN Jianxin
1
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Journal article
4
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2023
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2022
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2021
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2004
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Mahalanobis distance
3
Robust estimate
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CDNA Microarray
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Clustering
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Feedforward neural network
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Communications in Statistic...
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Expert Systems with Applica...
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An automated robust algorithm for clustering multivariate data
Journal article
Journal of Computational and Applied Mathematics,2023, volume: 429
Authors:
Vishwakarma, Gajendra K.
;
Paul, Chinmoy
;
Hadi, Ali S.
;
Elsawah, A. M.
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View/Download:6/0
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Submit date:2023/09/21
Clustering
Mahalanobis distance
Multiple regression
Outliers
Robust estimate
Self-organizing maps
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:6/0
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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
Identification of differentially expressed genes with multivariate outlier analysis
Journal article
Journal of Biopharmaceutical Statistics,2004, volume: 14, issue: 3, pages: 629-646
Authors:
Zhao, Hongya
;
Yue, Patrick Ying Kit
;
Fang, Kaitai
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View/Download:3/0
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Submit date:2021/05/13
CDNA Microarray
Gene expression data
Kurtosis coefficient (KC)
Mahalanobis distance (MD)
Mixture model
Multivariate outlier