Changming Zhu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Subspace Clustering

Incomplete Data

Top Venues

Pattern Anal. Appl.

Knowl. Based Syst.

Publications

Yilin Dong, Ningning Jiang, Rigui Zhou, Changming Zhu, Lei Cao, Tianyu Liu, Yuzhuo Xu, Xinde Li
A novel multi-criteria conflict evidence combination method and its application to pattern recognition. Inf. Fusion 108 (2024)
Zhiyuan Yang, Changming Zhu, Zishi Li
Deep contrastive multi-view clustering with doubly enhanced commonality. Multim. Syst. 30 (4) (2024)
Lai Wei, Shiteng Liu, Rigui Zhou, Changming Zhu, Jin Liu
Learning Idempotent Representation for Subspace Clustering. IEEE Trans. Knowl. Data Eng. 36 (3) (2024)
Kun Zhang, Changming Zhu, Junli Li, Kuntao Shi, Xin Zhang
Reconstruction of dense time series high spatial resolution NDVI data using a spatiotemporal optimal weighted combination estimation model based on Sentinel-2 and MODIS. Ecol. Informatics 82 (2024)
Hui Zhang, Wei Liu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang, Changming Zhu
Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zishi Li, Changming Zhu
Self-supervised graph clustering via attention auto-encoder with distribution specificity. Multim. Syst. 30 (3) (2024)
Shengcheng Liu, Changming Zhu, Zishi Li, Zhiyuan Yang, Wenjie Gu
View-Driven Multi-View Clustering via Contrastive Double-Learning. Entropy 26 (6) (2024)
Yilin Dong, Yuzhuo Xu, Rigui Zhou, Changming Zhu, Jin Liu, Jiamin Song, Xinliang Wu
Ensemble based fully convolutional transformer network for time series classification. Appl. Intell. 54 (19) (2024)
Jian Zhou, Yingjie Li, Qingmiao Ma, Qiaomiao Liu, Weiguo Li, Zilu Miao, Changming Zhu
Window-Based Filtering Aerosol Retrieval Algorithm of Fine-Scale Remote Sensing Images: A Case Using Sentinel-2 Data in Beijing Region. Remote. Sens. 15 (8) (2023)
Jiajia Xu, Changming Zhu
E-Yolov7: A Life Jacket Detection Algorithm Based on Yolov7. FSDM (2023)
Lai Wei, Zhengwei Chen, Jun Yin, Changming Zhu, Rigui Zhou, Jin Liu
Adaptive Graph Convolutional Subspace Clustering. CoRR (2023)
Lai Wei, Zhengwei Chen, Jun Yin, Changming Zhu, Rigui Zhou, Jin Liu
Adaptive Graph Convolutional Subspace Clustering. CVPR (2023)
Changming Zhu, Yanchen Liu, Duoqian Miao, Yilin Dong, Witold Pedrycz
Within- cross- consensus-view representation-based multi-view multi-label learning with incomplete data. Neurocomputing 557 (2023)
Yilin Dong, Kunhai Xu, Changming Zhu, Enguang Guan, Yihai Liu
E-FPN: Evidential Feature Pyramid Network for Ship Classification. Remote. Sens. 15 (15) (2023)
Yanhao Zhang, Changming Zhu
Incomplete multi-view clustering via attention-based contrast learning. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Kun Zhang, Changming Zhu, Xiaodong Ma, Xin Zhang, Dehu Yang, Yakui Shao
Spatiotemporal Variation Characteristics and Dynamic Persistence Analysis of Carbon Sources/Sinks in the Yellow River Basin. Remote. Sens. 15 (2) (2023)
Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Changming Zhu, Lei Cao, Mohammad Omar Khyam, Shuzhi Sam Ge
Multisource Weighted Domain Adaptation With Evidential Reasoning for Activity Recognition. IEEE Trans. Ind. Informatics 19 (4) (2023)
Xinxin Hu, Changming Zhu
Shared-Weight-Based Multi-Dimensional Feature Alignment Network for Oriented Object Detection in Remote Sensing Imagery. Sensors 23 (1) (2023)
Changming Zhu, Jiyun Zhao, Shizhe Hu, Yilin Dong, Lei Cao, Fan Zhou, Yuhu Shi, Lai Wei, Rigui Zhou
A simple multiple-fold correlation-based multi-view multi-label learning. Neural Comput. Appl. 35 (14) (2023)
Changming Zhu, Shuaiping Guo, Dujuan Cao, YiTing Zhou, Duoqian Miao, Witold Pedrycz
Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region. Neural Comput. Appl. 34 (8) (2022)
Changming Zhu, Qian Shen, Kun Zhang, Xin Zhang, Junli Li
Multiscale Detection and Assessment of Vegetation Eco-Environmental Restoration following Ecological Water Compensation in the Lower Reaches of the Tarim River, China. Remote. Sens. 14 (22) (2022)
Lai Wei, Fanfan Zhang, Zhengwei Chen, Rigui Zhou, Changming Zhu
Subspace clustering via adaptive least square regression with smooth affinities. Knowl. Based Syst. 239 (2022)
Lai Wei, Shiteng Liu, Rigui Zhou, Changming Zhu
Learning idempotent representation for subspace clustering. CoRR (2022)
Changming Zhu, Dujuan Cao, Shuaiping Guo, Rigui Zhou, Lai Wei, Yilin Dong, Duoqian Miao
Weak-label-based global and local multi-view multi-label learning with three-way clustering. Int. J. Mach. Learn. Cybern. 13 (5) (2022)
Lai Wei, Fenfen Ji, Hao Liu, Rigui Zhou, Changming Zhu, Xiafen Zhang
Subspace Clustering via Structured Sparse Relation Representation. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Shuaiping Guo, Changming Zhu
Cascaded ASPP and Attention Mechanism-based Deeplabv3+ Semantic Segmentation Model. CCIS (2022)
Dujuan Cao, Changming Zhu, Xinxin Hu, Rigui Zhou
Semantic-Edge-Supervised Single-Stage Detector for Oriented Object Detection in Remote Sensing Imagery. Remote. Sens. 14 (15) (2022)
Changming Zhu, Lin Ma
Multi-view Multi-label Learning with Incomplete Views and Labels. SN Comput. Sci. 3 (1) (2022)
Jiacheng Shi, Wei Liu, Yihu Zhu, Shengli Wang, Sibao Hao, Changming Zhu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang
Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yawen Fan, Changming Zhu
Super-resolution reconstruction of underwater sonar image based on multi-scale feature fusion. ICCIR (2022)
Yilin Dong, Xinde Li, Jean Dezert, Rigui Zhou, Changming Zhu, Lai Wei, Shuzhi Sam Ge
Evidential Reasoning With Hesitant Fuzzy Belief Structures for Human Activity Recognition. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Li-An Liu, Ren-Min Yang, Xin Zhang, Changming Zhu, Zhong-Qi Zhang
A Mechanistic Approach for Modeling Soil Development Using Remotely Sensed Data Collected from Invaded Coasts. Remote. Sens. 13 (4) (2021)
Qinqin Fan, Xuefeng Yan, Yilian Zhang, Changming Zhu
A Variable Search Space Strategy Based on Sequential Trust Region Determination Technique. IEEE Trans. Cybern. 51 (5) (2021)
Changming Zhu, Duoqian Miao
Entropy-based multi-view matrix completion for clustering with side information. Pattern Anal. Appl. 23 (1) (2020)
Changming Zhu, Panhong Wang, Lin Ma, Rigui Zhou, Lai Wei
Global and local multi-view multi-label learning with incomplete views and labels. Neural Comput. Appl. 32 (18) (2020)
Changming Zhu, Chao Chen, Rigui Zhou, Lai Wei, Xiafen Zhang
A new multi-view learning machine with incomplete data. Pattern Anal. Appl. 23 (3) (2020)
Lai Wei, Rigui Zhou, Changming Zhu, Xiafen Zhang, Jun Yin
Adaptive graph-regularized fixed rank representation for subspace segmentation. Pattern Anal. Appl. 23 (1) (2020)
Changming Zhu, Duoqian Miao, Zhe Wang, Rigui Zhou, Lai Wei, Xiafen Zhang
Global and local multi-view multi-label learning. Neurocomputing 371 (2020)
Changming Zhu, Duoqian Miao, Rigui Zhou, Lai Wei
Weight-and-Universum-based semi-supervised multi-view learning machine. Soft Comput. 24 (14) (2020)
Changming Zhu, Lin Ma, Panhong Wang, Duoqian Miao
Multi-view and Multi-label Method with Three-Way Decision-Based Clustering. PRCV (2) (2020)
Changming Zhu, Duoqian Miao
Semi-supervised One-Pass Multi-view Learning with Variable Features and Views. Neural Process. Lett. 50 (1) (2019)
Lai Wei, Yan Zhang, Jun Yin, Rigui Zhou, Changming Zhu, Xiafeng Zhang
An Improved Structured Low-Rank Representation for Disjoint Subspace Segmentation. Neural Process. Lett. 50 (2) (2019)
Changming Zhu, Chengjiu Mei, Rigui Zhou
Weight-based label-unknown multi-view data set generation approach. Inf. Process. Lett. 146 (2019)
Lai Wei, Rigui Zhou, Jun Yin, Changming Zhu, Xiafen Zhang, Hao Liu
Latent graph-regularized inductive robust principal component analysis. Knowl. Based Syst. 177 (2019)
Changming Zhu, Duoqian Miao
Influence of kernel clustering on an RBFN. CAAI Trans. Intell. Technol. 4 (4) (2019)
Lai Wei, Rigui Zhou, Xiaofeng Wang, Changming Zhu, Jun Yin, Xiafen Zhang
-means. Expert Syst. Appl. 136 (2019)
Changming Zhu, Duoqian Miao, Rigui Zhou, Lai Wei
Improved Multi-view Multi-label Learning with Incomplete Views and Labels. ICDM Workshops (2019)
Changming Zhu, Rigui Zhou, Chen Zu
Weight-based canonical sparse cross-view correlation analysis. Pattern Anal. Appl. 22 (2) (2019)
Changming Zhu, Zhe Wang, Rigui Zhou, Lai Wei, Xiafen Zhang, Yi Ding
Semi-supervised one-pass multi-view learning. Neural Comput. Appl. 31 (11) (2019)
Changming Zhu, Zhe Wang, Minguang Wang, Wenbo Jie, Daqi Gao
Support Vector Data Description with Fractional Order Kernel. ICMLT (2019)
Lai Wei, Xiaofeng Wang, Aihua Wu, Rigui Zhou, Changming Zhu
Robust Subspace Segmentation by Self-Representation Constrained Low-Rank Representation. Neural Process. Lett. 48 (3) (2018)
Ri-Gui Zhou, XingAo Liu, Changming Zhu, Lai Wei, Xiafen Zhang, Hou Ian
Similarity analysis between quantum images. Quantum Inf. Process. 17 (6) (2018)
Changming Zhu, Chengjiu Mei, Hui Jiang, Ri-Gui Zhou
Matrix-Instance-Based One-Pass AUC Optimization. PRCV (3) (2018)
Changming Zhu
Double-fold localized multiple matrix learning machine with Universum. Pattern Anal. Appl. 20 (4) (2017)
Changming Zhu
Entropy-Based Support Matrix Machine. IFIP TC12 ICIS (2017)
Changming Zhu, Zhe Wang
Entropy-based matrix learning machine for imbalanced data sets. Pattern Recognit. Lett. 88 (2017)
Changming Zhu, Daqi Gao
Influence of Data Preprocessing. J. Comput. Sci. Eng. 10 (2) (2016)
Changming Zhu
Data-Compression-Based Resource Management in Cloud Computing for Biology and Medicine. J. Comput. Sci. Eng. 10 (1) (2016)
Changming Zhu, Dengsheng Lu, Daniel Victoria, Luciano Vieira Dutra
Mapping Fractional Cropland Distribution in Mato Grosso, Brazil Using Time Series MODIS Enhanced Vegetation Index and Landsat Thematic Mapper Data. Remote. Sens. 8 (1) (2016)
Linning Peng, Aiqun Hu, Yu Jiang, Yan Yan, Changming Zhu
A differential constellation trace figure based device identification method for ZigBee nodes. WCSP (2016)
Changming Zhu
Improved multi-kernel classification machine with Nyström approximation technique and Universum data. Neurocomputing 175 (2016)
Changming Zhu, Zhe Wang, Daqi Gao
New design goal of a classifier: Global and local structural risk minimization. Knowl. Based Syst. 100 (2016)
Changming Zhu, Zhe Wang, Daqi Gao
Globalized and localized canonical correlation analysis with multiple empirical kernel mapping. Neurocomputing 154 (2015)
Changming Zhu, Daqi Gao
Multiple Matrix Learning Machine with Five Aspects of Pattern Information. Knowl. Based Syst. 83 (2015)
Changming Zhu, Zhe Wang, Daqi Gao, Xiang Feng
Double-fold localized multiple matrixized learning machine. Inf. Sci. 295 (2015)
Changming Zhu, Daqi Gao
A modified kernel clustering method with multiple factors. Pattern Anal. Appl. 18 (4) (2015)
Changming Zhu, Daqi Gao
Improved multi-kernel classification machine with Nyström approximation technique. Pattern Recognit. 48 (4) (2015)
Daqi Gao, Jun Ding, Changming Zhu
Integrated Fisher linear discriminants: An empirical study. Pattern Recognit. 47 (2) (2014)
Zhe Wang, Changming Zhu, Zengxin Niu, Daqi Gao, Xiang Feng
Multi-kernel classification machine with reduced complexity. Knowl. Based Syst. 65 (2014)
Zhe Wang, Changming Zhu, Daqi Gao, Songcan Chen
Three-fold structured classifier design based on matrix pattern. Pattern Recognit. 46 (6) (2013)
Changming Zhu, Jiansheng Wu
Hybrid of Genetic Algorithm and Simulated Annealing for Support Vector Regression Optimization in Rainfall Forecasting. Int. J. Comput. Intell. Appl. 12 (2) (2013)
Changming Zhu, Jiancheng Luo, Zhanfeng Shen, Junli Li, Xi Cheng
Coastal wetland automatic extraction based on remote sensing spatial - Spectral (Tupu) coupled information. ICSDM (2011)
Xi Cheng, Jiancheng Luo, Zhanfeng Shen, Changming Zhu, Xin, Liegang Xia
Estimation of impervious surface based on integrated analysis of classification and regression by using SVM. IGARSS (2011)
Changming Zhu, Jiancheng Luo, Junli Li, Zhanfeng Shen, Qiting Huang
Bostenlake Wetlands Water Level Automatic Retrieval and Trends Analysis Based on ICESatGLAS Global Laser Point Data. IScIDE (2011)
Sheng Chen, Jiancheng Luo, Zhanfeng Shen, Geping Luo, Changming Zhu
Using Synthetic Variable ratio Method to Fuse Multi-source Remotely Sensed Images Based on Sensor Spectral Response. IGARSS (2) (2008)
Hualong Yu, Guochang Gu, Haibo Liu, Jing Shen, Changming Zhu, Jun Ni
Incremental Tumor Diagnosis Algorithm Using New Unlabeled Microarray. IMSCCS (2008)
Hualong Yu, Guochang Gu, Haibo Liu, Jing Shen, Changming Zhu
A Novel Discrete Particle Swarm Optimization Algorithm for Microarray Data-Based Tumor Marker Gene Selection. CSSE (1) (2008)