Lin Sun

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 52

Top Topics

Nearest Neighbor

Imbalanced Data

Optimization Algorithm

Feature Selection

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Lin Sun, Yusheng Chen, Weiping Ding, Jiucheng Xu
LEFSA: label enhancement-based feature selection with adaptive neighborhood via ant colony optimization for multilabel learning. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Lin Sun, Mengmeng Li, Weiping Ding, Jiucheng Xu
Adaptive fuzzy multi-neighborhood feature selection with hybrid sampling and its application for class-imbalanced data. Appl. Soft Comput. 149 (Part A) (2024)
Lin Sun, Yuxuan Ma, Weiping Ding, Zhihao Lu, Jiucheng Xu
LSFSR: Local label correlation-based sparse multilabel feature selection with feature redundancy. Inf. Sci. 667 (2024)
Lin Sun, Qifeng Zhang, Weiping Ding, Jiucheng Xu
Fuzzy Neighborhood-Based Manifold Learning and Feature Weight Matrix for Multilabel Feature Selection. Knowl. Based Syst. 299 (2024)
Lin Sun, Yuxuan Ma, Weiping Ding, Jiucheng Xu
Sparse feature selection via local feature and high-order label correlation. Appl. Intell. 54 (1) (2024)
Juan Lyu, Jinpeng Meng, Yu Zhang, Sai Ho Ling, Lin Sun
Joint Semantic Feature and Optical Flow Learning for Automatic Echocardiography Segmentation. ICIC (7) (2024)
Lin Sun, Hanbo Liang, Weiping Ding, Jiucheng Xu, Baofang Chang
CMEFS: chaotic mapping-based mayfly optimization with fuzzy entropy for feature selection. Appl. Intell. 54 (15-16) (2024)
Lin Sun, Shanshan Si, Weiping Ding, Xinya Wang, Jiucheng Xu
Multiobjective sparrow search feature selection with sparrow ranking and preference information and its applications for high-dimensional data. Appl. Soft Comput. 147 (2023)
Lin Sun, Xinya Wang, Weiping Ding, Jiucheng Xu, Huili Meng
TSFNFS: two-stage-fuzzy-neighborhood feature selection with binary whale optimization algorithm. Int. J. Mach. Learn. Cybern. 14 (2) (2023)
Lin Sun, Shanshan Si, Weiping Ding, Jiucheng Xu, Yan Zhang
BSSFS: binary sparrow search algorithm for feature selection. Int. J. Mach. Learn. Cybern. 14 (8) (2023)
Lin Sun, Tianxiang Wang, Weiping Ding, Jiucheng Xu
Partial Multilabel Learning Using Fuzzy Neighborhood-Based Ball Clustering and Kernel Extreme Learning Machine. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Lin Sun, Shanshan Si, Jing Zhao, Jiucheng Xu, Yaojin Lin, Zhiying Lv
Feature selection using binary monarch butterfly optimization. Appl. Intell. 53 (1) (2023)
Lin Sun, Shujing Sun, Weiping Ding, Xinyue Huang, Peiyi Fan, Kunyu Li, Leqi Chen
Feature selection using symmetric uncertainty and hybrid optimization for high-dimensional data. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Lin Sun, Yusheng Chen, Weiping Ding, Jiucheng Xu, Yuanyuan Ma
AMFSA: Adaptive fuzzy neighborhood-based multilabel feature selection with ant colony optimization. Appl. Soft Comput. 138 (2023)
Lin Sun, Shanshan Si, Weiping Ding, Xinya Wang, Jiucheng Xu
TFSFB: Two-stage feature selection via fusing fuzzy multi-neighborhood rough set with binary whale optimization for imbalanced data. Inf. Fusion 95 (2023)
Lin Sun, Jiuxiao Zhang, Weiping Ding, Jiucheng Xu
Feature reduction for imbalanced data classification using similarity-based feature clustering with adaptive weighted K-nearest neighbors. Inf. Sci. 593 (2022)
Lin Sun, Tianxiang Wang, Weiping Ding, Jiucheng Xu, Anhui Tan
Two-stage-neighborhood-based multilabel classification for incomplete data with missing labels. Int. J. Intell. Syst. 37 (10) (2022)
Lin Sun, Mengmeng Li, Weiping Ding, En Zhang, Xiaoxia Mu, Jiucheng Xu
AFNFS: Adaptive fuzzy neighborhood-based feature selection with adaptive synthetic over-sampling for imbalanced data. Inf. Sci. 612 (2022)
Lin Sun, Jiuxiao Zhang, Weiping Ding, Jiucheng Xu
Mixed measure-based feature selection using the Fisher score and neighborhood rough sets. Appl. Intell. 52 (15) (2022)
Lin Sun, Xinya Wang, Weiping Ding, Jiucheng Xu
TSFNFR: Two-stage fuzzy neighborhood-based feature reduction with binary whale optimization algorithm for imbalanced data classification. Knowl. Based Syst. 256 (2022)
Lin Sun, Tengyu Yin, Weiping Ding, Yuhua Qian, Jiucheng Xu
Feature Selection With Missing Labels Using Multilabel Fuzzy Neighborhood Rough Sets and Maximum Relevance Minimum Redundancy. IEEE Trans. Fuzzy Syst. 30 (5) (2022)
Lin Sun, Xiaoying Qin, Weiping Ding, Jiucheng Xu
Nearest neighbors-based adaptive density peaks clustering with optimized allocation strategy. Neurocomputing 473 (2022)
Lin Sun, Tianxiang Wang, Weiping Ding, Jiucheng Xu, Yaojin Lin
Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification. Inf. Sci. 578 (2021)
Lin Sun, Xiaoying Qin, Weiping Ding, Jiucheng Xu, Shiguang Zhang
Density peaks clustering based on k-nearest neighbors and self-recommendation. Int. J. Mach. Learn. Cybern. 12 (7) (2021)
Lin Sun, Lanying Wang, Weiping Ding, Yuhua Qian, Jiucheng Xu
Feature Selection Using Fuzzy Neighborhood Entropy-Based Uncertainty Measures for Fuzzy Neighborhood Multigranulation Rough Sets. IEEE Trans. Fuzzy Syst. 29 (1) (2021)
Shiguang Zhang, Ting Zhou, Lin Sun, Wei Wang, Baofang Chang
LSSVR Model of G-L Mixed Noise-Characteristic with Its Applications. Entropy 22 (6) (2020)
Zhanao Xue, Liping Zhao, Lin Sun, Min Zhang, Tianyu Xue
Three-way decision models based on multigranulation support intuitionistic fuzzy rough sets. Int. J. Approx. Reason. 124 (2020)
Lin Sun, Tengyu Yin, Weiping Ding, Yuhua Qian, Jiucheng Xu
Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems. Inf. Sci. 537 (2020)
Enhui Shi, Lin Sun, Jiucheng Xu, Shiguang Zhang
Multilabel Feature Selection Using Mutual Information and ML-ReliefF for Multilabel Classification. IEEE Access 8 (2020)
Miaomiao Huang, Lin Sun, Jiucheng Xu, Shiguang Zhang
Multilabel Feature Selection Using Relief and Minimum Redundancy Maximum Relevance Based on Neighborhood Rough Sets. IEEE Access 8 (2020)
Lin Sun, Lanying Wang, Weiping Ding, Yuhua Qian, Jiucheng Xu
Neighborhood multi-granulation rough sets-based attribute reduction using Lebesgue and entropy measures in incomplete neighborhood decision systems. Knowl. Based Syst. 192 (2020)
Shiguang Zhang, Chao Liu, Ting Zhou, Lin Sun
Twin Least Squares Support Vector Regression of Heteroscedastic Gaussian Noise Model. IEEE Access 8 (2020)
Lin Sun, Xiaoyu Zhang, Yu-Hua Qian, Jiucheng Xu, Shiguang Zhang, Yun Tian
Joint neighborhood entropy-based gene selection method with fisher score for tumor classification. Appl. Intell. 49 (4) (2019)
Lin Sun, Suisui Chen, Jiucheng Xu, Yun Tian
Improved Monarch Butterfly Optimization Algorithm Based on Opposition-Based Learning and Random Local Perturbation. Complex. 2019 (2019)
Lin Sun, Lanying Wang, Yuhua Qian, Jiucheng Xu, Shiguang Zhang
Feature selection using Lebesgue and entropy measures for incomplete neighborhood decision systems. Knowl. Based Syst. 186 (2019)
Shifeng Zhao, Yun Tian, Xuesong Wang, Lizhi Xie, Lin Sun
Intracranial Vascular Structure Extraction: A Machine Learning Approach. IEEE Access 7 (2019)
Shiguang Zhang, Ting Zhou, Lin Sun, Chao Liu
Kernel Ridge Regression Model Based on Beta-Noise and Its Application in Short-Term Wind Speed Forecasting. Symmetry 11 (2) (2019)
Lin Sun, Xiaoyu Zhang, Jiucheng Xu, Shiguang Zhang
An Attribute Reduction Method Using Neighborhood Entropy Measures in Neighborhood Rough Sets. Entropy 21 (2) (2019)
Ming Li, Di Xiao, Ye Zhu, Yushu Zhang, Lin Sun
Commutative fragile zero-watermarking and encryption for image integrity protection. Multim. Tools Appl. 78 (16) (2019)
Lin Sun, Xiaoyu Zhang, Yu-Hua Qian, Jiucheng Xu, Shiguang Zhang
Feature selection using neighborhood entropy-based uncertainty measures for gene expression data classification. Inf. Sci. 502 (2019)
Lin Sun, Lanying Wang, Jiucheng Xu, Shiguang Zhang
A Neighborhood Rough Sets-Based Attribute Reduction Method Using Lebesgue and Entropy Measures. Entropy 21 (2) (2019)
Lin Sun, Wei Wang, Jiucheng Xu, Shiguang Zhang
Improved LLE and neighborhood rough sets-based gene selection using Lebesgue measure for cancer classification on gene expression data. J. Intell. Fuzzy Syst. 37 (4) (2019)
Zhi Dou, Lin Sun, Weiping Ding
Multiple Parameters Determination for Image and Video Reconstruction Using Genetic Algorithm and Generalized Stein's Unbiased Risk Estimation. IEEE Access 7 (2019)
Shiguang Zhang, Ting Zhou, Lin Sun, Wei Wang, Chuan Wang, Wentao Mao
ν-Support Vector Regression Model Based on Gauss-Laplace Mixture Noise Characteristic for Wind Speed Prediction. Entropy 21 (11) (2019)
Lin Sun, Ruonan Liu, Jiucheng Xu, Shiguang Zhang
An Adaptive Density Peaks Clustering Method With Fisher Linear Discriminant. IEEE Access 7 (2019)
Lin Sun, Tengyu Yin, Weiping Ding, Jiucheng Xu
Hybrid Multilabel Feature Selection Using BPSO and Neighborhood Rough Sets for Multilabel Neighborhood Decision Systems. IEEE Access 7 (2019)
Ming Li, Hua Ren, En Zhang, Wei Wang, Lin Sun, Di Xiao
A VQ-Based Joint Fingerprinting and Decryption Scheme for Secure and Efficient Image Distribution. Secur. Commun. Networks 2018 (2018)
Lin Sun, Jiucheng Xu, Shangwang Liu, Shiguang Zhang, Yuan Li, Chang'an Shen
A robust image watermarking scheme using Arnold transform and BP neural network. Neural Comput. Appl. 30 (8) (2018)
Wei Wang, Keliang Li, Hehe Lv, Lin Sun, Hongjun Zhang, Jinling Shi, Shiguang Zhang, Yun Zhou, Yuan Zhao, Jingjing Xv
An Algorithm for Describing the Convex and Concave Shape of Protein Surface. ICPCSEE (2) (2018)
Huiyu Mu, Jiucheng Xu, Yun Wang, Lin Sun
Feature genes selection using Fisher transformation method. J. Intell. Fuzzy Syst. 34 (6) (2018)
Lin Sun, Ruonan Liu, Jiucheng Xu, Shiguang Zhang, Yun Tian
An Affinity Propagation Clustering Method Using Hybrid Kernel Function With LLE. IEEE Access 6 (2018)
Wei Wang, Lin Sun, Shiguang Zhang, Hongjun Zhang, Jinling Shi, Tianhe Xu, Keliang Li
Analysis and prediction of single-stranded and double-stranded DNA binding proteins based on protein sequences. BMC Bioinform. 18 (1) (2017)
Yangyang Liu, Jiucheng Xu, Lin Sun, Lina Du
Decisions Tree Learning Method Based on Three-Way Decisions. RSFDGrC (2015)
Jiucheng Xu, Yangyang Liu, Lina Du, Lin Sun
基于三支决策的支持向量机增量学习方法 (Three-way Decisions-based Incremental Learning Method for Support Vector Machine). 计算机科学 42 (6) (2015)
Lin Sun, Jiucheng Xu, Yangyang Liu
Concept Granule-Based Granular Lattice and Application in Knowledge Retrieval. J. Softw. 9 (7) (2014)
Lin Sun, Jiucheng Xu, Yuhui Li
A Feature Selection Approach of Inconsistent Decision Systems in Rough Set. J. Comput. 9 (6) (2014)
Jiucheng Xu, Yun-peng Gao, Shuangqun Li, Lin Sun, Tianhe Xu, Jinyu Ren
A Greedy Correlation Measure Based Attribute Clustering Algorithm for Gene Selection. J. Comput. 8 (4) (2013)
Lin Sun, Ning Zhong, Jiucheng Xu
Granularity-Based User-Centric Multi-Strategies and Application in Knowledge Retrieval. J. Comput. 8 (8) (2013)
Jiucheng Xu, Tianhe Xu, Lin Sun, Jinyu Ren
An Improved Correlation Measure-based SOM Clustering Algorithm for Gene Selection. J. Softw. 8 (12) (2013)
Yun Tian, Fuqing Duan, Ke Lu, Mingquan Zhou, Zhongke Wu, Qingjun Wang, Lin Sun, Lizhi Xie
A flexible 3D cerebrovascular extraction from TOF-MRA images. Neurocomputing 121 (2013)
Lin Sun, Jiucheng Xu, Yuwen Hu, Lina Du
Granular Space-Based Feature Selection and Its Applications. J. Softw. 8 (4) (2013)
Lin Sun, Jiucheng Xu, Yun Tian
Feature selection using rough entropy-based uncertainty measures in incomplete decision systems. Knowl. Based Syst. 36 (2012)
Lin Sun, Jiucheng Xu, Zhanao Xue, Jinyu Ren
Decision Degree-based Decision Tree Technology for Rule Extraction. J. Comput. 7 (7) (2012)
Jiucheng Xu, Ling-jun Zhang, Lin Sun, Yun-peng Gao
Gene selection algorithm combining ReliefF and relative neighborhood rough set. GrC (2011)
Lin Sun, Jiucheng Xu, Shuangqun Li
Knowledge Reduction Based on Granular Computing from Decision Information Systems. RSKT (2010)
Jiucheng Xu, Lin Sun
A New Knowledge Reduction Algorithm Based on Decision Power in Rough Set. Trans. Rough Sets 12 (2010)
Jiucheng Xu, Lin Sun
Research of Knowledge Reduction Based on New Conditional Entropy. RSKT (2009)
Jiucheng Xu, Lin Sun
New Reduction Algorithm Based on Decision Power of Decision Table. RSKT (2008)
Jiucheng Xu, Lin Sun
Knowledge Reduction and its Rough Entropy Representation of Decision Tables in Rough Set. GrC (2007)