Jiucheng Xu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 60

Top Topics

Nearest Neighbor

Feature Selection

Imbalanced Data

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, Yuxuan Ma, Weiping Ding, Jiucheng Xu
Sparse feature selection via local feature and high-order label correlation. Appl. Intell. 54 (1) (2024)
Jiucheng Xu, Changshun Zhou, Shihui Xu, Lei Zhang, Ziqin Han
Feature selection based on multi-perspective entropy of mixing uncertainty measure in variable-granularity rough set. Appl. Intell. 54 (1) (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)
Kanglin Qu, Jiucheng Xu, Ziqin Han, Shihui Xu
Maximum relevance minimum redundancy-based feature selection using rough mutual information in adaptive neighborhood rough sets. Appl. Intell. 53 (14) (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)
Jiucheng Xu, Kanglin Qu, Yuanhao Sun, Jie Yang
Feature selection using self-information uncertainty measures in neighborhood information systems. Appl. Intell. 53 (4) (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)
Jiucheng Xu, Kanglin Qu, Kangjian Qu, Qincheng Hou, Xiangru Meng
Feature selection using neighborhood uncertainty measures and Fisher score for gene expression data classification. Int. J. Mach. Learn. Cybern. 14 (12) (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)
Jiucheng Xu, Xiangru Meng, Kanglin Qu, Yuanhao Sun, Qincheng Hou
Feature selection using relative dependency complement mutual information in fitting fuzzy rough set model. Appl. Intell. 53 (15) (2023)
Kanglin Qu, Jiucheng Xu, Qincheng Hou, Kangjian Qu, Yuanhao Sun
Feature selection using Information Gain and decision information in neighborhood decision system. Appl. Soft Comput. 136 (2023)
Jiucheng Xu, Kanglin Qu, Xiangru Meng, Yuanhao Sun, Qincheng Hou
Feature selection based on multiview entropy measures in multiperspective rough set. Int. J. Intell. Syst. 37 (10) (2022)
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)
Tao Li, Zhi-Hui Zhan, Jiucheng Xu, Qiang Yang, Yuan-Yuan Ma
A binary individual search strategy-based bi-objective evolutionary algorithm for high-dimensional feature selection. Inf. Sci. 610 (2022)
Tao Li, Jiucheng Xu, Meng Yuan, Zhigang Gao
A Hybrid Multi-objective Optimization Algorithm with Improved Neighborhood Rough Sets for Feature Selection. Intelligent Information Processing (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)
Jiucheng Xu, Qincheng Hou, Kanglin Qu, Yuanhao Sun, Xiangru Meng
A Fast Weighted Fuzzy C-Medoids Clustering for Time Series Data Based on P-Splines. Sensors 22 (16) (2022)
Jiucheng Xu, Jie Yang, Yuanyuan Ma, Kanglin Qu, Yuhan Kang
Feature selection method for color image steganalysis based on fuzzy neighborhood conditional entropy. Appl. Intell. 52 (8) (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)
Jiucheng Xu, Yihao Cheng, Yuanyuan Ma
Weighted Schatten p-Norm Low Rank Error Constraint for Image Denoising. Entropy 23 (2) (2021)
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)
Jiucheng Xu, Kanglin Qu, Meng Yuan, Jie Yang
Feature Selection Combining Information Theory View and Algebraic View in the Neighborhood Decision System. Entropy 23 (6) (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)
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)
Jiucheng Xu, Yun Wang, Keqiang Xu, Tianli Zhang
Feature Genes Selection Using Fuzzy Rough Uncertainty Metric for Tumor Diagnosis. Comput. Math. Methods Medicine 2019 (2019)
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)
Jiucheng Xu, Yun Wang, Huiyu Mu, Fangzhou Huang
Feature genes selection based on fuzzy neighborhood conditional entropy. J. Intell. Fuzzy Syst. 36 (1) (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)
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)
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)
Jiucheng Xu, Huiyu Mu, Yun Wang, Fangzhou Huang
Feature Genes Selection Using Supervised Locally Linear Embedding and Correlation Coefficient for Microarray Classification. Comput. Math. Methods Medicine 2018 (2018)
Jiucheng Xu, Nan Wang, Yuyao Wang
Multi-pyramid image spatial structure based on coarse-to-fine pyramid and scale space. CAAI Trans. Intell. Technol. 3 (4) (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)
Huiyu Mu, Jiucheng Xu, Yun Wang, Lin Sun
Feature genes selection using Fisher transformation method. J. Intell. Fuzzy Syst. 34 (6) (2018)
Jinling Shi, Qianqian Zhang, Jiucheng Xu
多粒度决策系统属性约简的最优粒度选择 (Optimal Granularity Selection of Attribute Reductions in Multi-granularity Decision System). 计算机科学 45 (2) (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)
Yuwen Hu, Jiucheng Xu, Xiaoyu Yi
Decision Evolution Set: A New Method of Rough Set in Time Series. FSDM (2017)
Sen Feng, Jiucheng Xu, Tianhe Xu
An efficient gene selection technique based on Self-organizing Map and Particle Swarm Optimization. J. Intell. Fuzzy Syst. 33 (6) (2017)
Huili Meng, Yuanyuan Ma, Jiucheng Xu
基于下近似分布粒度熵的变精度悲观多粒度粗糙集粒度约简 (Granularity Reduction of Variable Precision Pessimistic Multi-granulation Rough Set Based on Granularity Entropy of Lower Approximate Distribution). 计算机科学 43 (2) (2016)
Yuhui Li, Jiucheng Xu, Yifan Zhang, Chunjie Zhang, Hongsheng Yin, Hanqing Lu
Image Classification Using Spatial Difference Descriptor Under Spatial Pyramid Matching Framework. MMM (1) (2016)
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)
Hong Yu, Guoyin Wang, Baoqing Hu, Xiuyi Jia, Huaxiong Li, Tianrui Li, Decui Liang, Jiye Liang, Baoxiang Liu, Dun Liu, Jianmin Ma, Duoqian Miao, Fan Min, Jian-Jun Qi, Lin Shang, Jiucheng Xu, Hailong Yang, Jingtao Yao, Yiyu Yao, Hongying Zhang, Yanping Zhang, Yanhui Zhu
Methods and Practices of Three-Way Decisions for Complex Problem Solving. RSKT (2015)
Bernard Archimède, Agnès Letouzey, Muhammad Ali Memon, Jiucheng Xu
Towards a distributed multi-agent framework for shared resources scheduling. J. Intell. Manuf. 25 (5) (2014)
Lin Sun, Jiucheng Xu, Yangyang Liu
Concept Granule-Based Granular Lattice and Application in Knowledge Retrieval. J. Softw. 9 (7) (2014)
Wentao Mao, Jiucheng Xu, Chuan Wang, Longlei Dong
A fast and robust model selection algorithm for multi-input multi-output support vector machine. Neurocomputing 130 (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)
Wentao Mao, Mei Tian, Xizheng Cao, Jiucheng Xu
Model selection of extreme learning machine based on multi-objective optimization. Neural Comput. Appl. 22 (3-4) (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)
Shuangqun Li, Jiucheng Xu, Jinyu Ren, Tianhe Xu
A Color Image Segmentation Algorithm by Integrating Watershed with Region Merging. RSKT (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, Bernard Archimède, Agnès Letouzey
Application of using SCEP model for distributed scheduling with shared resources in hospital system. ETFA (2011)
Jiucheng Xu, Ling-jun Zhang, Lin Sun, Yun-peng Gao
Gene selection algorithm combining ReliefF and relative neighborhood rough set. GrC (2011)
Huili Meng, Jiucheng Xu
The Close-Degree of Concept Lattice and Attribute Reduction Algorithm Based on It. GrC (2010)
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, Jinling Shi, Wanli Cheng
Ordered rules extraction for incomplete ordered decision system in granular computing. GrC (2009)
Arne-Jørgen Berre, Fangning Liu, Jiucheng Xu, Brian Elvesæter
Model Driven Service Interoperability through Use of Semantic Annotations. IESA (2009)
Jiucheng Xu, Lin Sun
Research of Knowledge Reduction Based on New Conditional Entropy. RSKT (2009)
Jiucheng Xu, Yuanyuan Ma, Congpin Zhang
Theoretical Analysis on the Relations between Distance and Close-degree based on Granular Computing. GrC (2008)
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)
Jiucheng Xu, Junyi Shen, Guoyin Wang
Rough Set Theory Analysis on Decision Subdivision. Rough Sets and Current Trends in Computing (2004)
Qiusheng An, Guoyin Wang, Junyi Shen, Jiucheng Xu
Querying Data from RRDB Based on Rough Sets Theory. RSFDGrC (2003)