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Low-rank kernel regression with preserved locality for multi-class analysis Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Low-rank kernel regression with preserved locality for multi-class analysis[J]. Pattern Recognition, 2023, 141, 109601.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2023/08/03
Kernel Ridge Regression  Locality Preserving  Low-rank Learning  Random Feature Space  
Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization Journal article
Wang,Yingxu, Chen,Long, Zhou,Jin, Li,Tianjun, Yu,Yufeng. Pairwise constraints-based semi-supervised fuzzy clustering with multi-manifold regularization[J]. Information Sciences, 2023, 638, 118994.
Authors:  Wang,Yingxu;  Chen,Long;  Zhou,Jin;  Li,Tianjun;  Yu,Yufeng
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:0/0 | Submit date：2023/08/03
Ensemble P-laplacian  Multi-manifold Regularization  Pairwise Constraints  Semi-supervised Fuzzy Clustering  
Subspace-based minority oversampling for imbalance classification Journal article
Li, Tianjun, Wang, Yingxu, Liu, Licheng, Chen, Long, Chen, C. L.Philip. Subspace-based minority oversampling for imbalance classification[J]. Information Sciences, 2023, 621, 371-388.
Authors:  Li, Tianjun;  Wang, Yingxu;  Liu, Licheng;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[WOS]:20 TC[Scopus]:22  IF:0/0 | Submit date：2023/05/02
Class Imbalance  Low-rank Representation  Matrix Completion  Minority Over-sampling  
Random Fourier feature-based fuzzy clustering with p-Laplacian regularization Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Xu, Guangmei, Zhou, Jin, Chen, C. L.Philip. Random Fourier feature-based fuzzy clustering with p-Laplacian regularization[J]. Applied Soft Computing, 2021, 111, 107724.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Xu, Guangmei;  Zhou, Jin; et al.
Favorite | TC[WOS]:8 TC[Scopus]:12  IF:7.2/7.0 | Submit date：2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Yu, Yufeng, Zhao, Yinping, Zhou, Jin. Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, 5508319.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping; et al.
Favorite | TC[WOS]:12 TC[Scopus]:21  IF:7.5/7.6 | Submit date：2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
Wang,Yingxu, Chen,Long, Li,Tianjun, Tian,Yifei. Random Maclaurin Feature-based Fuzzy Clustering[C], 2020, 417-422.
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
Favorite | TC[Scopus]:0 | Submit date：2021/03/09
Fuzzy Clustering  Kernel-based Clustering  Polynomial Kernel  Random Maclaurin Feature  
An Alternating Direction Minimization based denoising method for extracted ion chromatogram Journal article
Li,Tianjun, Chen,Long, Lu,Xiliang. An Alternating Direction Minimization based denoising method for extracted ion chromatogram[J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2020, 206, 104138.
Authors:  Li,Tianjun;  Chen,Long;  Lu,Xiliang
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.7/3.7 | Submit date：2021/03/09
Denoise  Extracted Ion Chromatogram  Mass Spectra  Noise Reduction  Proteomics  
Quality control of imbalanced mass spectra from isotopic labeling experiments Journal article
Li,Tianjun, Chen,Long, Gan,Min. Quality control of imbalanced mass spectra from isotopic labeling experiments[J]. BMC Bioinformatics, 2019, 20(1), 549.
Authors:  Li,Tianjun;  Chen,Long;  Gan,Min
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:2.9/3.6 | Submit date：2021/03/09
Gradient Boosting  Imbalanced Data  Mass Spectra  Proteomics  Quality Control  
Identification of cancer-related long non-coding RNAs using XGboost with high accuracy Journal article
Zhang,Xuan, Li,Tianjun, Wang,Jun, Li,Jing, Chen,Long, Liu,Changning. Identification of cancer-related long non-coding RNAs using XGboost with high accuracy[J]. Frontiers in Genetics, 2019, 10.
Authors:  Zhang,Xuan;  Li,Tianjun;  Wang,Jun;  Li,Jing;  Chen,Long; et al.
Favorite | TC[WOS]:24 TC[Scopus]:28  IF:2.8/3.3 | Submit date：2021/03/09
Cancer  Long Noncoding Rna  Machine Learning  Synthetic Minority Over-sampling Technique  Xgboost  
Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm Conference paper
Li,Tianjun, Chen,C. L.Philip, Chen,Long, Zhang,Tong, Chen,Bianna, Xu,Xiangmin. Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm[C], 2019, 1892-1897.
Authors:  Li,Tianjun;  Chen,C. L.Philip;  Chen,Long;  Zhang,Tong;  Chen,Bianna; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/09
I-ching Divination Ea  I-ching Operators  Lc-ms Quantification  Properties Analysis