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High-dimensional sparse index tracking based on a multi-step convex optimization approach Journal article
Shi Fangquan, Shu Lianjie, Luo Yiling, Huo Xiaoming. High-dimensional sparse index tracking based on a multi-step convex optimization approach[J]. Quantitative Finance, 2023, 23(9), 1361-1372.
Authors:  Shi Fangquan;  Shu Lianjie;  Luo Yiling;  Huo Xiaoming
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:1.5/2.2 | Submit date：2023/08/15
Finance  Index Tracking  Sparsity  Cardinality  Lasso  
Fiber Laser-Based Lasso-Shaped Biosensor for High Precision Detection of Cancer Biomarker-CEACAM5 in Serum Journal article
Hu, Jie, Song, Enlai, Liu, Yuhui, Yang, Qiaochu, Sun, Junhui, Chen, Jinna, Meng, Yue, Jia, Yanwei, Yu, Zhiguang, Ran, Yang, Shao, Liyang, Shum, Perry Ping. Fiber Laser-Based Lasso-Shaped Biosensor for High Precision Detection of Cancer Biomarker-CEACAM5 in Serum[J]. Biosensors, 2023, 13(7).
Authors:  Hu, Jie;  Song, Enlai;  Liu, Yuhui;  Yang, Qiaochu;  Sun, Junhui; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:4.9/5.2 | Submit date：2023/08/22
Ceacam5 Protein  Fiber Laser  Human Serum  Lasso Structure  Optical Fiber Biosensor  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang. Noise Robust Face Hallucination Based on Smooth Correntropy Representation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(10), 5953-5965.
Authors:  Licheng Liu;  Qiying Feng;  C. L. Philip Chen;  Yaonan Wang
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:10.2/10.4 | Submit date：2022/05/13
Correntropy-induced Metric (Cim)  Faces  Fused Lasso Penalty  Image Reconstruction  Manifolds  Noise Measurement  Noise Robustness  Smooth Representation  Sparse Regression.  Superresolution  Training  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
Wang,Kafeng, Xiong,Haoyi, Bian,Jiang, Zhu,Zhanxing, Gao,Qian, Guo,Zhishan, Xu,Cheng Zhong, Huan,Jun, Dou,Dejing. Sampling sparse representations with randomized measurement langevin dynamics[J]. ACM Transactions on Knowledge Discovery from Data, 2021, 15(2).
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.0/3.9 | Submit date：2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications Conference paper
Zhang, Hengmin, Du, Wenli, Liu, Xiaoqian, Zhang, Bob, Qian, Feng. Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications[C], 2021, 121-130.
Authors:  Zhang, Hengmin;  Du, Wenli;  Liu, Xiaoqian;  Zhang, Bob;  Qian, Feng
Favorite | TC[Scopus]:0 | Submit date：2022/05/13
Admm  Convergence Analysis  Kkt Conditions  Matrix Trace Lasso  Nuclear Norm Factorization  
Sparsity method for network structure of broad learning system based on lasso and elastic net 基于lasso和elastic net的宽度学习系统网络结构稀疏方法 Journal article
Fei Chu, Jia-Ming Su, Tao Liang, Jun-Long Chen, Xue-Song Wang, Xiao-Ping Ma. Sparsity method for network structure of broad learning system based on lasso and elastic net 基于lasso和elastic net的宽度学习系统网络结构稀疏方法[J]. Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2020, 37(12), 2543-2550.
Authors:  Fei Chu;  Jia-Ming Su;  Tao Liang;  Jun-Long Chen;  Xue-Song Wang; et al.
Favorite | TC[Scopus]:7 | Submit date：2021/12/06
Broad Learning System  Elastic Net  Lasso  Network Structure  
High-dimensional index tracking based on the adaptive elastic net Journal article
Shu, Lianjie, Shi, Fangquan, Tian, Guoliang. High-dimensional index tracking based on the adaptive elastic net[J]. Quantitative Finance, 2020, 20(9), 1513-1530.
Authors:  Shu, Lianjie;  Shi, Fangquan;  Tian, Guoliang
Favorite | TC[WOS]:13 TC[Scopus]:18  IF:1.5/2.2 | Submit date：2021/12/06
Cardinality  Index Tracking  Lasso  Sparsity  
基于 Tri-Training-LASSO-BP 网络的静态电压稳定裕度在线预测方法 Journal article
唐滢淇, 董树锋, 朱承治, 吴金城, 宋永华. 基于 Tri-Training-LASSO-BP 网络的静态电压稳定裕度在线预测方法[J]. 中国电机工程学报, 2020, 40(12), 3824-2834.
Authors:  唐滢淇;  董树锋;  朱承治;  吴金城;  宋永华
Favorite | TC[Scopus]:13 | Submit date：2021/05/07
静态电压稳定裕度  三体训练法  Lasso-bp 神经网络  集成学习  Mann-whitney u 检验  
Term Selection for a Class of Separable Nonlinear Models Journal article
Min Gan, Guang-Yong Chen, Long Chen, C. L. Philip Chen. Term Selection for a Class of Separable Nonlinear Models[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(2), 445-451.
Authors:  Min Gan;  Guang-Yong Chen;  Long Chen;  C. L. Philip Chen
Favorite | TC[WOS]:70 TC[Scopus]:71  IF:10.2/10.4 | Submit date：2021/03/09
Least Absolute Shrinkage And Selection Operator (Lasso)  Separable Nonlinear Models  Sparse Solution  Variable Projection (Vp)  
Membership affinity lasso for fuzzy clustering Journal article
Guo,Li, Chen,Long, Lu,Xiliang, Chen,C. L.Philip. Membership affinity lasso for fuzzy clustering[J]. IEEE Transactions on Fuzzy Systems, 2020, 28(2), 294-307.
Authors:  Guo,Li;  Chen,Long;  Lu,Xiliang;  Chen,C. L.Philip
Favorite | TC[WOS]:35 TC[Scopus]:36  IF:10.7/9.7 | Submit date：2021/03/09
Alternating Direction Method Of Multiplier (Admm)  Fuzzy Clustering  Membership Affinity Lasso (Mal)  Prior Knowledge