| 1 |
Noise Reduction in Low-dose CT by Non-local Means on Local Principle Components
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会议论文 |
Yuanke Zhang;Hongbing Lu;Jing Meng;Junliang Shang;Junying Zhang;Pinghong Ren |
| 2 |
A novel low-rank representation method for identifying differentially expressed genes
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期刊论文 |
Xiu-Xiu Xu;Ying-Lian Gao;Jin-Xing Liu;Ya-Xuan Wang;Ling-Yun Dai;Xiang-Zhen Kong;Sha-Sha Yuan |
| 3 |
An Improved Ant Colony Optimization Algorithm for the Detection of SNP-SNP Interactions
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会议论文 |
Yingxia Sun;Junliang Shang;Jin-Xing Liu;Shengjun Li |
| 4 |
Robust graph regularized sparse orthogonal nonnegative matrix factorization for identifying differentially expressed genes
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会议论文 |
Ling-Yun Dai;Jin-Xing Liu;Chun-Hou Zheng;Junliang Shang;Chun-Mei Feng;Ya-Xuan Wang |
| 5 |
Characteristic Gene Selection Based on Robust Graph Regularized Non-Negative Matrix Factorization
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期刊论文 |
Dong Wang;Jin-Xing Liu;Ying-Lian Gao;Chun-Hou Zheng;Yong Xu |
| 6 |
HC-HDSD: A Method of Hypergraph Construction and High-Density Subgraph Detection for Inferring High-Order Epistatic Interactions
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期刊论文 |
Qian Ding;Junliang Shang;Yingxia Sun;Xuan Wang;Jin-Xing Liu |
| 7 |
Regularized Non-Negative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Samples: A Survey
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期刊论文 |
Jin-Xing Liu;Dong Wang;Ying-Lian Gao;Chun-Hou Zheng;Yong Xu;Jiguo Yu |
| 8 |
The Hierarchies of Multivalued Attribute Domains and Corresponding Applications in Data Mining
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期刊论文 |
Yuxia Lei;Yushu Yan;Yonghua Han;Feng Jiang |
| 9 |
Joint L-1/2-Norm Constraint and Graph-Laplacian PCA Method for Feature Extraction
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期刊论文 |
Chun-Mei Feng;Ying-Lian Gao;Jin-Xing Liu;Juan Wang;Dong-Qin Wang;Chang-Gang Wen |
| 10 |
A convex multi-view low-rank sparse regression for feature selection and clustering
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会议论文 |
Yao Lu;Jin-Xing Liu;Xiang-Zheng Kong;Jun-Liang Shang |
| 11 |
acsFSDPC: A Density-Based Automatic Clustering Algorithm with an Adaptive Cuckoo Search
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会议论文 |
Chang Liu;Junliang Shang;Xuhui Zhu;Yan Sun;Jin-Xing Liu;Chun-Hou Zheng;Junying Zhang |
| 12 |
Robust Graph Regularized Discriminative Nonnegative Matrix Factorization for Characteristic Gene Selection
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会议论文 |
Ling-Yun Dai;Chun-Mei Feng;Jin-Xing Liu;Chun-Hou Zheng;Mi-Xiao Hou;Jiguo Yu |
| 13 |
Adaptive Non-local Means on Local Principle Neighborhood for Noise/Artifacts Reduction of Low-dose CT Images
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期刊论文 |
Yuanke Zhang;Hongbing Lu;Junyan Rong;Jing Meng;Junliang Shang;Pinghong Ren;Junying Zhang |
| 14 |
Robust and Efficient Biomolecular Clustering of Tumor Based on p-Norm Singular Value Decomposition
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期刊论文 |
Xiang-Zhen Kong;Jin-Xing Liu;Chun-Hou Zheng;Mi-Xiao Hou;Juan Wang |
| 15 |
Performance Analysis of Non-negative Matrix Factorization Methods on TCGA Data
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会议论文 |
Mi-Xiao Hou;Jin-Xing Liu;Junliang Shang;Ying-Lian Gao;Xiang-Zhen Kong;Ling-Yun Dai |
| 16 |
Feature Selection and Clustering via Robust Graph-Laplacian PCA Based on Capped L1-Norm
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会议论文 |
Ming-Juan Wu;Jin-Xing Liu;Ying-Lian Gao;Xiang-Zhen Kong;Chun-Mei Feng |
| 17 |
A Graph-Laplacian PCA Based on L-1/2-Norm Constraint for Characteristic Gene Selection
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会议论文 |
Chun-Mei Feng;Jin-Xing Liu;Ying-Lian Gao;Juan Wang;Dong-Qin Wang;Yong Du |
| 18 |
Sparse Singular Value Decomposition-based Feature Extraction for Identifying Differentially Expressed Genes
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会议论文 |
Jin-Xing Liu;Xiang-Zhen Kong;Chun-Hou Zheng;Jun-Liang Shang;Wei Zhang |
| 19 |
Differentially expressed genes selection via Laplacian regularized low-rank representation method
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期刊论文 |
Ya-Xuan Wang;Jin-Xing Liu;Ying-Lian Gao;Chun-Hou Zheng;Jun-Liang Shang |
| 20 |
A P-Norm Singular Value Decomposition Method for Robust Tumor Clustering
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会议论文 |
Xiang-Zhen Kong;Jin-Xing Liu;Chun-Hou Zheng;Mi-Xiao Hou;Yao Lu |
| 21 |
An NMF-L-2,1-Norm Constraint Method for Characteristic Gene Selection
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期刊论文 |
Dong Wang;Jin-Xing Liu;Ying-Lian Gao;Jiguo Yu;Chun-Hou Zheng;Yong Xu |
| 22 |
Characteristic Gene Selection via L-2,1-norm Sparse Principal Component Analysis
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会议论文 |
Yao Lu;Ying-Lian Gao;Jin-Xing Liu;Chang-Gang Wen;Ya-Xuan Wang;Jiguo Yu |
| 23 |
A Dynamic Scale-Free Network Particle Swarm Optimization for Extracting Features on Multi-Omics Data
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期刊论文 |
Huiyu Li;Sheng-Jun Li;Junliang Shang;Jin-Xing Liu;Chun-Hou Zheng |
| 24 |
Block-Constraint Robust Principal Component Analysis and its Application to Integrated Analysis of TCGA Data
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期刊论文 |
Jin-Xing Liu;Ying-Lian Gao;Chun-Hou Zheng;Yong Xu;Jiguo Yu |
| 25 |
An improved particle swarm optimization with dynamic scale-free network for detecting multi-omics features
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会议论文 |
Huiyu Li;Sheng-Jun Li;Junliang Shang;Jin-Xing Liu;Chun-Hou Zheng |
| 26 |
Gene Extraction Based on Sparse Singular Value Decomposition
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会议论文 |
Xiangzhen Kong;Jinxing Liu;Chunhou Zheng;Junliang Shang |
| 27 |
Robust Principal Component Analysis Regularized by Truncated Nuclear Norm for Identifying Differentially Expressed Genes
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期刊论文 |
Ya-Xuan Wang;Ying-Lian Gao;Jin-Xing Liu;Xiang-Zhen Kong;Hai-Jun Li |
| 28 |
Identifying drug-pathway association pairs based on L-2-1-integrative penalized matrix decomposition
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期刊论文 |
Jin-Xing Liu;Dong-Qin Wang;Chun-Hou Zheng;Ying-Lian Gao;Sha-Sha Wu;Jun-Liang Shang |
| 29 |
L-21-iPaD: An Efficient Method for Drug-pathway Association Pairs Inference
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会议论文 |
Dong-Qin Wang;Chun-Hou Zheng;Ying-Lian Gao;Jin-Xing Liu;Sha-Sha Wu;Jun-Liang Shang |
| 30 |
A Mixed-norm Laplacian Regularized Low-Rank Representation Method for Tumor Samples Clustering
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期刊论文 |
Juan Wang;Jin-Xing Liu;Chun-Hou Zheng;Ya-Xuan Wang;Xiang-Zhen Kong;Chang-Gang Wen |
| 31 |
A Simple Review of Sparse Principal Components Analysis
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会议论文 |
Chun-Mei Feng;Ying-Lian Gao;Jin-Xing Liu;Chun-Hou Zheng;Sheng-Jun Li;Dong Wang |
| 32 |
Identifying Characteristic Genes and Clustering via an Lp-Norm Robust Feature Selection Method for Integrated Data
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会议论文 |
Sha-Sha Wu;Mi-Xiao Hou;Jin-Xing Liu;Juan Wang;Sha-Sha Yuan |
| 33 |
Low-rank Representation Regularized by L-2,1-norm for identifying differentially expressed genes
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会议论文 |
Ya-Xuan Wang;Jin-Xing Liu;Ying-Lian Gao;Chun-Hou Zheng;Ling-Yun Dai |
| 34 |
Identifying drug-pathway association pairs based on L1L2,1-integrative penalized matrix decomposition
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期刊论文 |
Dong-Qin Wang;Ying-Lian Gao;Jin-Xing Liu;Chun-Hou Zheng;Xiang-Zhen Kong |
| 35 |
PCA Based on Graph Laplacian Regularization and P-Norm for Gene Selection and Clustering
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期刊论文 |
Chun-Mei Feng;Ying-Lian Gao;Jin-Xing Liu;Chun-Hou Zheng;Jiguo Yu |
| 36 |
CINOEDV: a co-information based method for detecting and visualizing n-order epistatic interactions
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期刊论文 |
Junliang Shang;Yingxia Sun;Jin-Xing Liu;Junfeng Xia;Junying Zhang;Chun-Hou Zheng |
| 37 |
Introducing Heuristic Information into Ant Colony Optimization Algorithm for Identifying Epistasis
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期刊论文 |
Yingxia Sun;Xuan Wang;Junliang Shang;Jin-Xing Liu;Chun-Hou Zheng;Xiujuan Lei |
| 38 |
Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes
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期刊论文 |
Ling-Yun Dai;Chun-Mei Feng;Jin-Xing Liu;Chun-Hou Zheng;Jiguo Yu;Mi-Xiao Hou |
| 39 |
Co-differential gene selection and clustering based on graph regularized multi-view NMF in cancer genomic data
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期刊论文 |
Na Yu;Ying-Lian Gao;Jin-Xing Liu;Junliang Shang;Rong Zhu;Ling-Yun Dai |
| 40 |
Differentially Expressed Genes Selection via Truncated Nuclear Norm Regularization
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会议论文 |
Ya-Xuan Wang;Jin-Xing Liu;Ying-Lian Gao;Xiang-Zhen Kong;Chun-Hou Zheng;Yong Du |
| 41 |
SIPSO: Selectively Informed Particle Swarm Optimization Based on Mutual Information to Determine SNP-SNP Interactions
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会议论文 |
Wenxiang Zhang;Junliang Shang;Huiyu Li;Yingxia Sun;Jin-Xing Liu |
| 42 |
A Compressed Sensing based Feature Extraction Method for Identifying Characteristic Genes
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会议论文 |
Sheng-Jun Li;Junliang Shang;Jin-Xing Liu;Huiyu Li |
| 43 |
A joint-L2,1-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis
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期刊论文 |
Jin-Xing Liu;Dong Wang;Ying-Lian Gao;Chun-Hou Zheng;Jun-Liang Shang;Feng Liu;Yong Xu |
| 44 |
EpiACO - A method for identifying epistasis based on ant Colony optimization algorithm
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期刊论文 |
Yingxia Sun;Junliang Shang;Jin-Xing Liu;Shengjun Li;Chun-Hou Zheng |
| 45 |
Laplacian regularized low-rank representation for cancer samples clustering
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期刊论文 |
Juan Wang;Jin-Xing Liu;Xiang-Zhen Kong;Sha-Sha Yuan;Ling-Yun Dai |
| 46 |
Graph Regularized Robust Non-negative Matrix Factorization for Clustering and Selecting Differentially Expressed Genes
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会议论文 |
Na Yu;Jin-Xing Liu;Ying-Lian Gao;Chun-Hou Zheng;Juan Wang;Ming-Juan Wu |
| 47 |
Comparison of Non-negative Matrix Factorization Methods for Clustering Genomic Data
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会议论文 |
Mi-Xiao Hou;Yin-Lian Gao;Jin-Xing Liu;Jun-Liang Shang;Chun-Hou Zheng |
| 48 |
A compressed sensing based two-stage method for detecting epistatic interactions
|
期刊论文 |
Shengjun Li;Junliang Shang;Qinliang Chen;Yan Sun;Jin-Xing Liu |
