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Feature screening under missing indicator imputation with non-ignorable missing response 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 149, 页码: 12
Authors:  Zhang, Jing;  Wang, Qihua;  Kang, Jian
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Model-free  Non-ignorable nonresponse  Sure screening property  Ultrahigh dimensionality  Variable screening  
Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
Authors:  Sheng, Ying;  Wang, Qihua
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Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
Authors:  Sheng, Ying;  Wang, Qihua
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Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 411-421
Authors:  Feng, Zhan-Ying;  Wang, Yong
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Feature extraction  Topology  Ground penetrating radar  Geophysical measurement techniques  Redundancy  Maintenance engineering  Manganese  Feature selection  topology maintenance  optimization  single cell  
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
Authors:  Cao, Zhen;  Zhang, Shihua
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DNA  Bioinformatics  Kernel  Feature extraction  Support vector machines  Genomics  Task analysis  Bioinformatics  machine learning  gapped k-mer  deep neural network  transcription factor binding site prediction  
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
Authors:  Zhang, Lihua;  Zhang, Shihua
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Gene expression  Sequential analysis  Bioinformatics  RNA  Matrix converters  Computational biology  Bayes methods  Single-cell RNA-sequencing technique  dropout event  imputation  algorithm  bioinformatics  
Function-on-function quadratic regression models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 14
Authors:  Sun, Yifan;  Wang, Qihua
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Functional data analysis  Quadratic regression  Functional principal component analysis  Test of significance  Asymptotics  
Recovering node parameters and topologies of uncertain non-linearly coupled complex networks 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 105-115
Authors:  Wang, Xiong;  Gu, Haibo;  Chen, Yao;  Lu, Jinhu
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complex networks  uncertain systems  synchronisation  delays  nonlinear control systems  adaptive control  topology  node dynamics  network topologies  adaptive anticipatory synchronisation-based approaches  unknown node parameters  response network  node delay  node parameters  uncertain nonlinearly coupled complex networks  
HAPE: A programmable big knowledge graph platform 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 509, 页码: 87-103
Authors:  Lu, Ruqian;  Fei, Chaoqun;  Wang, Chuanqing;  Gao, Shunfeng;  Qiu, Han;  Zhang, Songmao;  Cao, Cungen
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Big knowledge  Big knowledge system  Big knowledge graph  Knowledge graph browser  Knowledge graph operating system  Knowledge scripting language  Big knowledge security  
Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
Authors:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
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Complex network  important node  influential spreader  propagation capability  SpectralRank (SR)