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Additive margin networks with adaptive feature recalibration and its applications in Brain Stroke CT Image classification
期刊论文
IET IMAGE PROCESSING, 2023
Authors:
Gao, Qinling
;
Fu, Hao
;
Zhao, Xuejing
;
Ge, Zhaoming
Favorite
  |  
  
Submit date:2023/11/28
brain
image recognition
Convolutional neural networks
Additive margin softmax loss
Adaptive feature recalibration
LPGRI: A Global Relevance-Based Link Prediction Approach for Multiplex Networks
期刊论文
MATHEMATICS, 2023, 卷号: 11, 期号: 14
Authors:
Wang, Chunning
;
Tang, Fengqin
;
Zhao, Xuejing
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  |  
  
Submit date:2023/11/28
complex network
link prediction
multiplex network
interlay relevance
Buckley–James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data
期刊论文
Statistical Analysis and Data Mining, 2023, 卷号: 16, 期号: 3, 页码: 305-312
Authors:
Li, Zichang
;
Zhao, XJ(赵学靖)
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  |  
  
Submit date:2023/07/18
Additives
Benchmarking
Gene expression
Regression analysis
Accelerated lifetime model
Buckley–james estimation
Covariates
Feature screening
Generalized additive model
Generalized additives
High-dimensional
Higher-dimensional
Lifetime models
Ultrahigh dimension
Community Detection in Multilayer Networks Based on Matrix Factorization and Spectral Embedding Method
期刊论文
MATHEMATICS, 2023, 卷号: 11, 期号: 7
Authors:
Tang, Fengqin
;
Zhao, Xuejing
;
Li, Cuixia
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  |  
  
Submit date:2023/05/25
community detection
multilayer network
layer similarity
mixture multilayer stochastic block model
Buckley-James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data
期刊论文
Statistical Analysis and Data Mining, 2023
Authors:
Li, Zichang
;
Zhao, Xuejing
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  |  
  
Submit date:2023/04/12
accelerated lifetime model
Buckley-James estimation
feature screening
generalized additive model
ultrahigh dimension
A comprehensive framework for link prediction in multiplex networks
期刊论文
COMPUTATIONAL STATISTICS, 2023
Authors:
Tang, Fengqin
;
Li, Cuixia
;
Wang, Chungning
;
Yang, Yi
;
Zhao, Xuejing
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  |  
  
Submit date:2023/04/12
Network analysis
Link prediction
Multiplex networks
Interlayer similarity
Buckley–James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data
期刊论文
Statistical Analysis and Data Mining, 2023
Authors:
Li, Zichang
;
Zhao, XJ(赵学靖)
Favorite
  |  
  
Submit date:2023/04/12
Additives
Benchmarking
Gene expression
Regression analysis
Accelerated lifetime model
Buckley–james estimation
Covariates
Feature screening
Generalized additive model
Generalized additives
High-dimensional
Higher-dimensional
Lifetime models
Ultrahigh dimension
Buckley–James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data
期刊论文
Statistical Analysis and Data Mining, 2023
Authors:
Li, Zichang
;
Zhao, XJ(赵学靖)
Favorite
  |  
  
Submit date:2023/05/25
Additives
Benchmarking
Gene expression
Regression analysis
Accelerated lifetime model
Buckley–james estimation
Covariates
Feature screening
Generalized additive model
Generalized additives
High-dimensional
Higher-dimensional
Lifetime models
Ultrahigh dimension
Deep survival algorithm based on nuclear norm
期刊论文
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2022, 卷号: 92, 期号: 9, 页码: 1964-1976
Authors:
Tong, Jianyang
;
Zhao, XJ(赵学靖)
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  |  
  
Submit date:2022/04/20
Survival analysis
deep learning
missing data complement
nuclear norm
NN-DeepSurv
concordance index
Interpretability of SurvivalBoost upon Shapley Additive Explanation value on medical data
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022
Authors:
Wang, Yating
;
Su, Jinxia
;
Zhao, Xuejing
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  |  
  
Submit date:2022/07/25
Explainability
Feature importance
Interaction
Shapley Additive Explanation value
SurvivalBoost