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2020 – today
- 2024
- [j136]Weitong Zhang, Kejia Zhao, Ronghua Shang:
Evolutionary multi-objective attribute community detection based on similarity fusion strategy with central nodes. Appl. Soft Comput. 150: 111101 (2024) - [j135]Ronghua Shang
, Sa Wang, Weitong Zhang, Jie Feng, Licheng Jiao, Rustam Stolkin:
Evolutionary multi-objective overlapping community detection based on fusion of internal and external connectivity and correction of node intimacy. Appl. Soft Comput. 154: 111414 (2024) - [j134]Ronghua Shang
, Lizhuo Gao, Haijing Chi, Jiarui Kong, Weitong Zhang
, Songhua Xu:
Non-convex feature selection based on feature correlation representation and dual manifold optimization. Expert Syst. Appl. 250: 123867 (2024) - [j133]Ronghua Shang, Chenchen Liu
, Weitong Zhang, Yangyang Li, Songhua Xu:
Unsupervised feature selection method based on dual manifold learning and dual spatial latent representation. Expert Syst. Appl. 255: 124696 (2024) - [j132]Yangyang Li, Guanlong Liu
, Peixiang Zhao, Ronghua Shang, Licheng Jiao:
Balanced quantum neural architecture search. Neurocomputing 594: 127860 (2024) - [j131]Xiande Wu, Jie Feng
, Ronghua Shang, Jinjian Wu, Xiangrong Zhang, Licheng Jiao, Paolo Gamba:
Multi-task multi-objective evolutionary network for hyperspectral image classification and pansharpening. Inf. Fusion 108: 102383 (2024) - [j130]Yangyang Li
, Yuelin Li
, Shihuai Zhang, Guangyuan Liu
, Yanqiao Chen, Ronghua Shang, Licheng Jiao:
An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency. Knowl. Based Syst. 287: 111457 (2024) - [j129]Jie Feng
, Qiyang Gao, Ronghua Shang, Xianghai Cao, Gaiqin Bai, Xiangrong Zhang, Licheng Jiao:
Multi-agent deep reinforcement learning for hyperspectral band selection with hybrid teacher guide. Knowl. Based Syst. 299: 112044 (2024) - [j128]Yangyang Li
, Yunfei Ma
, Guangyuan Liu
, Qiang Wei, Yanqiao Chen, Ronghua Shang
, Licheng Jiao
:
Enhancing Remote Sensing Visual Question Answering: A Mask-Based Dual-Stream Feature Mutual Attention Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j127]Wenjie Li
, Ronghua Shang
, Zihan Ju, Jie Feng
, Songhua Xu, Weitong Zhang
:
Ellipse IoU Loss: Better Learning for Rotated Bounding Box Regression. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j126]Jingyu Zhong, Ronghua Shang, Songhua Xu, Yangyang Li:
Graph embedding orthogonal decomposition: A synchronous feature selection technique based on collaborative particle swarm optimization. Pattern Recognit. 152: 110453 (2024) - [j125]Songling Zhu, Ronghua Shang
, Bo Yuan, Weitong Zhang, Wenjie Li
, Yangyang Li, Licheng Jiao:
DynamicKD: An effective knowledge distillation via dynamic entropy correction-based distillation for gap optimizing. Pattern Recognit. 153: 110545 (2024) - [j124]Jiarui Kong
, Ronghua Shang
, Weitong Zhang
, Chao Wang
, Songhua Xu:
Robust feature selection via central point link information and sparse latent representation. Pattern Recognit. 154: 110617 (2024) - [j123]Yangyang Li, Zejun Ou, Guangyuan Liu
, Zichen Yang, Yanqiao Chen, Ronghua Shang, Licheng Jiao:
Three-Dimensional Point Cloud Object Detection Based on Feature Fusion and Enhancement. Remote. Sens. 16(6): 1045 (2024) - [j122]Ronghua Shang, Hangcheng Liu, Wenzheng Li, Weitong Zhang, Teng Ma, Licheng Jiao:
An efficient evolutionary architecture search for variational autoencoder with alternating optimization and adaptive crossover. Swarm Evol. Comput. 86: 101520 (2024) - [j121]Jie Feng
, Quanpeng Jiang, Junpeng Zhang
, Yuping Liang
, Ronghua Shang
, Licheng Jiao
:
CFDRM: Coarse-to-Fine Dynamic Refinement Model for Weakly Supervised Moving Vehicle Detection in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j120]Jie Feng
, Ziyu Zhou
, Ronghua Shang
, Jinjian Wu
, Tianshu Zhang
, Xiangrong Zhang
, Licheng Jiao
:
Class-Aligned and Class-Balancing Generative Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j119]Ronghua Shang
, Yuhao Xie
, Weitong Zhang
, Jie Feng
, Songhua Xu:
Joint Adversarial Network With Semantic and Topology Fusion for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j118]Pei He
, Licheng Jiao
, Fang Liu
, Xu Liu
, Ronghua Shang
, Shuang Wang
:
Cross-Domain Scene Unsupervised Learning Segmentation With Dynamic Subdomains. IEEE Trans. Multim. 26: 6770-6784 (2024) - [j117]Cheng Peng
, Yangyang Li
, Ronghua Shang
, Licheng Jiao
:
ReCNAS: Resource-Constrained Neural Architecture Search Based on Differentiable Annealing and Dynamic Pruning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2805-2819 (2024) - [i4]Jie Feng, Xiaojian Zhong, Di Li, Weisheng Dong, Ronghua Shang, Licheng Jiao:
Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection. CoRR abs/2406.07949 (2024) - 2023
- [j116]Weitong Zhang
, Ronghua Shang
, Zhiyuan Li, Rui Sun, Jun Du:
Personalized Web Page Ranking Based Graph Convolutional Network for Community Detection in Attribute Networks. IEEE Access 11: 84270-84282 (2023) - [j115]Ronghua Shang, Weitong Zhang, Zhiyuan Li, Chao Wang
, Licheng Jiao
:
Attribute community detection based on latent representation learning and graph regularized non-negative matrix factorization. Appl. Soft Comput. 133: 109932 (2023) - [j114]Ronghua Shang, Jiarui Kong, Lujuan Wang, Weitong Zhang, Chao Wang, Yangyang Li, Licheng Jiao
:
Unsupervised feature selection via discrete spectral clustering and feature weights. Neurocomputing 517: 106-117 (2023) - [j113]Ronghua Shang, Haijing Chi, Yangyang Li, Licheng Jiao
:
Adaptive graph regularization and self-expression for noise-aware feature selection. Neurocomputing 535: 107-122 (2023) - [j112]Cheng Peng
, Yangyang Li, Ronghua Shang, Licheng Jiao
:
RSBNet: One-shot neural architecture search for a backbone network in remote sensing image recognition. Neurocomputing 537: 110-127 (2023) - [j111]Jianghai He
, Weitong Zhang, Ronghua Shang, Jie Feng, Licheng Jiao
:
Multi-Angle Models and Lightweight Unbiased Decoding-Based Algorithm for Human Pose Estimation. Int. J. Pattern Recognit. Artif. Intell. 37(8): 2356014:1-2356014:32 (2023) - [j110]Weitong Zhang, Ronghua Shang, Licheng Jiao
:
Large-scale community detection based on core node and layer-by-layer label propagation. Inf. Sci. 632: 1-18 (2023) - [j109]Songling Zhu
, Ronghua Shang
, Ke Tang, Songhua Xu, Yangyang Li:
BookKD: A novel knowledge distillation for reducing distillation costs by decoupling knowledge generation and learning. Knowl. Based Syst. 279: 110916 (2023) - [j108]Ronghua Shang, Wenzheng Li, Songling Zhu
, Licheng Jiao
, Yangyang Li:
Multi-teacher knowledge distillation based on joint Guidance of Probe and Adaptive Corrector. Neural Networks 164: 345-356 (2023) - [j107]Yangyang Li
, Ruijiao Liu
, Xiaobin Hao, Ronghua Shang, Peixiang Zhao, Licheng Jiao:
EQNAS: Evolutionary Quantum Neural Architecture Search for Image Classification. Neural Networks 168: 471-483 (2023) - [j106]Licheng Jiao
, Zhongjian Huang
, Xu Liu
, Yuting Yang
, Mengru Ma
, Jiaxuan Zhao
, Chao You
, Biao Hou, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Xiangrong Zhang
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng:
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2992-3033 (2023) - [j105]Ronghua Shang
, Keyao Zhu
, Jie Feng, Chao Wang
, Licheng Jiao
, Songhua Xu:
Reg-Superpixel Guided Convolutional Neural Network of PolSAR Image Classification Based on Feature Selection and Receptive Field Reconstruction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4312-4327 (2023) - [j104]Licheng Jiao
, Zhongjian Huang
, Xiaoqiang Lu
, Xu Liu
, Yuting Yang
, Jiaxuan Zhao
, Jinyue Zhang
, Biao Hou
, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Xiangrong Zhang
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng
:
Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10084-10120 (2023) - [j103]Ronghua Shang, Songling Zhu
, Hangcheng Liu
, Teng Ma, Weitong Zhang, Jie Feng, Licheng Jiao
, Rustam Stolkin:
Evolutionary architecture search via adaptive parameter control and gene potential contribution. Swarm Evol. Comput. 82: 101354 (2023) - [j102]Ronghua Shang
, Weitong Zhang
, Jingwen Zhang, Licheng Jiao
, Yangyang Li
, Rustam Stolkin
:
Local Community Detection Algorithm Based on Alternating Strategy of Strong Fusion and Weak Fusion. IEEE Trans. Cybern. 53(2): 818-831 (2023) - [j101]Jie Feng
, Gaiqin Bai, Di Li, Xiangrong Zhang
, Ronghua Shang
, Licheng Jiao
:
MR-Selection: A Meta-Reinforcement Learning Approach for Zero-Shot Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j100]Jie Feng
, Zizhuo Gao, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Multi-Complementary Generative Adversarial Networks With Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j99]Jingyi Yang
, Licheng Jiao
, Ronghua Shang
, Xu Liu
, Ruiyang Li
, Longchang Xu
:
EPT-Net: Edge Perception Transformer for 3D Medical Image Segmentation. IEEE Trans. Medical Imaging 42(11): 3229-3243 (2023) - [i3]Ronghua Shang, Songling Zhu, Licheng Jiao, Songhua Xu:
An EMO Joint Pruning with Multiple Sub-networks: Fast and Effect. CoRR abs/2303.16212 (2023) - [i2]Songling Zhu, Ronghua Shang, Bo Yuan, Weitong Zhang, Yangyang Li, Licheng Jiao:
DynamicKD: An Effective Knowledge Distillation via Dynamic Entropy Correction-Based Distillation for Gap Optimizing. CoRR abs/2305.05233 (2023) - 2022
- [j98]Ronghua Shang, Jiaming Wang, Licheng Jiao
, Xiaohui Yang, Yangyang Li:
Spatial feature-based convolutional neural network for PolSAR image classification. Appl. Soft Comput. 123: 108922 (2022) - [j97]Ronghua Shang, Kejia Zhao, Weitong Zhang, Jie Feng, Yangyang Li, Licheng Jiao
:
Evolutionary multiobjective overlapping community detection based on similarity matrix and node correction. Appl. Soft Comput. 127: 109397 (2022) - [j96]Ronghua Shang, Jiarui Kong, Jie Feng, Licheng Jiao
:
Feature selection via Non-convex constraint and latent representation learning with Laplacian embedding. Expert Syst. Appl. 208: 118179 (2022) - [j95]Ronghua Shang, Xinlei Zhang, Jie Feng, Yangyang Li, Licheng Jiao
:
Sparse and low-dimensional representation with maximum entropy adaptive graph for feature selection. Neurocomputing 485: 57-73 (2022) - [j94]Ronghua Shang, Weitong Zhang, Mengyao Lu, Licheng Jiao
, Yangyang Li:
Feature selection based on non-negative spectral feature learning and adaptive rank constraint. Knowl. Based Syst. 236: 107749 (2022) - [j93]Ronghua Shang, Songling Zhu
, Jinhong Ren, Hangcheng Liu
, Licheng Jiao
:
Evolutionary neural architecture search based on evaluation correction and functional units. Knowl. Based Syst. 251: 109206 (2022) - [j92]Xiande Wu, Jie Feng
, Ronghua Shang, Xiangrong Zhang, Licheng Jiao
:
CMNet: Classification-oriented multi-task network for hyperspectral pansharpening. Knowl. Based Syst. 256: 109878 (2022) - [j91]Ronghua Shang, Jiarui Kong, Weitong Zhang
, Jie Feng, Licheng Jiao
, Rustam Stolkin:
Uncorrelated feature selection via sparse latent representation and extended OLSDA. Pattern Recognit. 132: 108966 (2022) - [j90]Guangyuan Liu
, Yangyang Li
, Yanqiao Chen
, Ronghua Shang
, Licheng Jiao
:
Pol-NAS: A Neural Architecture Search Method With Feature Selection for PolSAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9339-9354 (2022) - [j89]Ronghua Shang
, Jiansheng Chen
, Jie Feng
, Yangyang Li
, Licheng Jiao
, Rustam Stolkin
:
SAR Image Segmentation Based on Fisher Vector Superpixel Generation and Label Revision. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9639-9653 (2022) - [j88]Ronghua Shang
, Weitong Zhang
, Licheng Jiao
, Xiangrong Zhang
, Rustam Stolkin
:
Dynamic Immunization Node Model for Complex Networks Based on Community Structure and Threshold. IEEE Trans. Cybern. 52(3): 1539-1552 (2022) - [j87]Jie Feng
, Di Li, Jing Gu
, Xianghai Cao
, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Deep Reinforcement Learning for Semisupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j86]Jie Feng
, Ning Zhao, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Self-Supervised Divide-and-Conquer Generative Adversarial Network for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j85]Pei He
, Licheng Jiao
, Ronghua Shang
, Shuang Wang
, Xu Liu
, Dou Quan
, Kun Yang, Dong Zhao:
MANet: Multi-Scale Aware-Relation Network for Semantic Segmentation in Aerial Scenes. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j84]Ronghua Shang
, Huidong Chang, Weitong Zhang
, Jie Feng, Yangyang Li
, Licheng Jiao
:
Hyperspectral Image Classification Based on Multiscale Cross-Branch Response and Second-Order Channel Attention. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j83]Ronghua Shang
, Mengmeng Liu
, Licheng Jiao
, Jie Feng, Yangyang Li
, Rustam Stolkin
:
Region-Level SAR Image Segmentation Based on Edge Feature and Label Assistance. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j82]Ronghua Shang
, Mengmeng Liu
, Junkai Lin, Jie Feng, Yangyang Li
, Rustam Stolkin
, Licheng Jiao
:
SAR Image Segmentation Based on Constrained Smoothing and Hierarchical Label Correction. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j81]Ronghua Shang
, Wenjie Li
, Weitong Zhang
, Jie Feng, Yangyang Li
, Licheng Jiao
:
Simplified Nonlocal Network Based on Adaptive Projection Attention Method for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j80]Ronghua Shang
, Jinhong Ren
, Songling Zhu, Weitong Zhang
, Jie Feng, Yangyang Li
, Licheng Jiao
:
Hyperspectral Image Classification Based on Pyramid Coordinate Attention and Weighted Self-Distillation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j79]Xiande Wu, Jie Feng
, Ronghua Shang
, Xiangrong Zhang
, Licheng Jiao
:
Multiobjective Guided Divide-and-Conquer Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c23]Michael Aggrey Okoth, Ronghua Shang, Weitong Zhang, Licheng Jiao:
A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy. IFIP TC12 ICIS 2022: 121-129 - [c22]Wakjira Mulugeta Asefaw, Ronghua Shang, Michael Aggrey Okoth, Licheng Jiao:
Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification. IFIP TC12 ICIS 2022: 138-146 - 2021
- [j78]Ronghua Shang, Yang Meng, Weitong Zhang, Fanhua Shang, Licheng Jiao
, Shuyuan Yang:
Graph Convolutional Neural Networks with Geometric and Discrimination information. Eng. Appl. Artif. Intell. 104: 104364 (2021) - [j77]Jie Feng
, Zhanwei Ye, Shuai Liu, Xiangrong Zhang, Jiantong Chen, Ronghua Shang, Licheng Jiao
:
Dual-graph convolutional network based on band attention and sparse constraint for hyperspectral band selection. Knowl. Based Syst. 231: 107428 (2021) - [j76]Ronghua Shang, Lujuan Wang, Fanhua Shang, Licheng Jiao
, Yangyang Li:
Dual space latent representation learning for unsupervised feature selection. Pattern Recognit. 114: 107873 (2021) - [j75]Yangyang Li
, Heting Mao
, Ruijiao Liu, Xuan Pei
, Licheng Jiao
, Ronghua Shang
:
A Lightweight Keypoint-Based Oriented Object Detection of Remote Sensing Images. Remote. Sens. 13(13): 2459 (2021) - [j74]Yangyang Li
, Qin Huang
, Xuan Pei, Yanqiao Chen
, Licheng Jiao
, Ronghua Shang
:
Cross-Layer Attention Network for Small Object Detection in Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2148-2161 (2021) - [j73]Guangyuan Liu
, Yangyang Li, Licheng Jiao
, Yanqiao Chen, Ronghua Shang:
Multiobjective evolutionary algorithm assisted stacked autoencoder for PolSAR image classification. Swarm Evol. Comput. 60: 100794 (2021) - [j72]Jie Feng
, Jiantong Chen
, Qigong Sun
, Ronghua Shang
, Xianghai Cao
, Xiangrong Zhang
, Licheng Jiao
:
Convolutional Neural Network Based on Bandwise-Independent Convolution and Hard Thresholding for Hyperspectral Band Selection. IEEE Trans. Cybern. 51(9): 4414-4428 (2021) - [j71]Jie Feng
, Xiande Wu, Ronghua Shang
, Chenhong Sui
, Jie Li, Licheng Jiao
, Xiangrong Zhang
:
Attention Multibranch Convolutional Neural Network for Hyperspectral Image Classification Based on Adaptive Region Search. IEEE Trans. Geosci. Remote. Sens. 59(6): 5054-5070 (2021) - [j70]Cheng Peng
, Yangyang Li
, Licheng Jiao
, Ronghua Shang
:
Efficient Convolutional Neural Architecture Search for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 6092-6105 (2021) - [i1]Cheng Peng, Yangyang Li, Ronghua Shang, Licheng Jiao:
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition. CoRR abs/2112.03456 (2021) - 2020
- [j69]Mengxuan Zhang
, Licheng Jiao
, Ronghua Shang
, Xiangrong Zhang
, Lingling Li
:
Unsupervised EA-Based Fuzzy Clustering for Image Segmentation. IEEE Access 8: 8627-8647 (2020) - [j68]Yangyang Li
, Xuan Pei
, Qin Huang
, Licheng Jiao
, Ronghua Shang
, Naresh Marturi
:
Anchor-Free Single Stage Detector in Remote Sensing Images Based on Multiscale Dense Path Aggregation Feature Pyramid Network. IEEE Access 8: 63121-63133 (2020) - [j67]Weitong Zhang, Ronghua Shang, Licheng Jiao
:
Complex network graph embedding method based on shortest path and MOEA/D for community detection. Appl. Soft Comput. 97(Part): 106764 (2020) - [j66]Ronghua Shang, Kaiming Xu, Licheng Jiao
:
Subspace learning for unsupervised feature selection via adaptive structure learning and rank approximation. Neurocomputing 413: 72-84 (2020) - [j65]Ronghua Shang, Kaiming Xu, Fanhua Shang, Licheng Jiao
:
Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection. Knowl. Based Syst. 187 (2020) - [j64]Ronghua Shang, Jianghai He, Jiaming Wang, Kaiming Xu, Licheng Jiao
, Rustam Stolkin:
Dense connection and depthwise separable convolution based CNN for polarimetric SAR image classification. Knowl. Based Syst. 194: 105542 (2020) - [j63]Ronghua Shang, Jiuzheng Song, Licheng Jiao
, Yangyang Li:
Double feature selection algorithm based on low-rank sparse non-negative matrix factorization. Int. J. Mach. Learn. Cybern. 11(8): 1891-1908 (2020) - [j62]Yangyang Li, Qin Huang
, Xuan Pei
, Licheng Jiao
, Ronghua Shang:
RADet: Refine Feature Pyramid Network and Multi-Layer Attention Network for Arbitrary-Oriented Object Detection of Remote Sensing Images. Remote. Sens. 12(3): 389 (2020) - [j61]Ronghua Shang, Junkai Lin, Licheng Jiao
, Yangyang Li:
SAR Image Segmentation Using Region Smoothing and Label Correction. Remote. Sens. 12(5): 803 (2020) - [j60]Ronghua Shang, Jiyu Zhang, Licheng Jiao
, Yangyang Li, Naresh Marturi
, Rustam Stolkin:
Multi-scale Adaptive Feature Fusion Network for Semantic Segmentation in Remote Sensing Images. Remote. Sens. 12(5): 872 (2020) - [j59]Yangyang Li, Shuangkang Fang
, Licheng Jiao
, Ruijiao Liu, Ronghua Shang:
A Multi-Level Attention Model for Remote Sensing Image Captions. Remote. Sens. 12(6): 939 (2020) - [j58]Ronghua Shang, Pei Peng, Fanhua Shang, Licheng Jiao
, Yifei Shen, Rustam Stolkin:
Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels. Remote. Sens. 12(13): 2141 (2020) - [j57]Ronghua Shang, Chen Chen, Guangguang Wang, Licheng Jiao
, Michael Aggrey Okoth, Rustam Stolkin:
A thumbnail-based hierarchical fuzzy clustering algorithm for SAR image segmentation. Signal Process. 171: 107518 (2020) - [j56]Ronghua Shang
, Junkai Lin
, Licheng Jiao
, Xiaohui Yang
, Yangyang Li
:
Superpixel Boundary-Based Edge Description Algorithm for SAR Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1971-1985 (2020) - [j55]Yangyang Li
, Guangyuan Liu
, Gao Lu
, Licheng Jiao
, Naresh Marturi
, Ronghua Shang
:
Hyper-Parameter Optimization Using MARS Surrogate for Machine-Learning Algorithms. IEEE Trans. Emerg. Top. Comput. Intell. 4(3): 287-297 (2020) - [j54]Yang Meng
, Ronghua Shang
, Fanhua Shang
, Licheng Jiao
, Shuyuan Yang
, Rustam Stolkin
:
Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3245-3258 (2020)
2010 – 2019
- 2019
- [j53]Ronghua Shang, Yuyang Lan, Licheng Jiao
:
A novel location-based DNA matching algorithm for hyperspectral image classification. Memetic Comput. 11(2): 175-191 (2019) - [j52]Ronghua Shang, Yang Meng
, Chiyang Liu, Licheng Jiao
, Amir Masoud Ghalamzan Esfahani
, Rustam Stolkin:
Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning. Mach. Learn. 108(4): 659-686 (2019) - [j51]Ronghua Shang, Jiangwei Chang, Licheng Jiao
, Yu Xue:
Unsupervised feature selection based on self-representation sparse regression and local similarity preserving. Int. J. Mach. Learn. Cybern. 10(4): 757-770 (2019) - [j50]Ronghua Shang, Yang Meng
, Wenbing Wang, Fanhua Shang, Licheng Jiao
:
Local discriminative based sparse subspace learning for feature selection. Pattern Recognit. 92: 219-230 (2019) - [j49]Yanqiao Chen
, Yangyang Li, Licheng Jiao
, Cheng Peng
, Xiangrong Zhang
, Ronghua Shang:
Adversarial Reconstruction-Classification Networks for PolSAR Image Classification. Remote. Sens. 11(4): 415 (2019) - [j48]Ronghua Shang, Guangguang Wang, Michael A. Okoth, Licheng Jiao
:
Complex-Valued Convolutional Autoencoder and Spatial Pixel-Squares Refinement for Polarimetric SAR Image Classification. Remote. Sens. 11(5): 522 (2019) - [j47]Yangyang Li, Ruoting Xing, Licheng Jiao
, Yanqiao Chen, Yingte Chai, Naresh Marturi
, Ronghua Shang:
Semi-Supervised PolSAR Image Classification Based on Self-Training and Superpixels. Remote. Sens. 11(16): 1933 (2019) - [j46]Ronghua Shang, Yuyang Lan, Licheng Jiao
, Rustam Stolkin:
A dynamic local cluster ratio-based band selection algorithm for hyperspectral images. Soft Comput. 23(17): 8281-8289 (2019) - [j45]Cheng Peng
, Yangyang Li
, Licheng Jiao
, Yanqiao Chen
, Ronghua Shang
:
Densely Based Multi-Scale and Multi-Modal Fully Convolutional Networks for High-Resolution Remote-Sensing Image Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 2612-2626 (2019) - [j44]Ronghua Shang, Weitong Zhang, Feng Li, Licheng Jiao
, Rustam Stolkin
:
Multi-objective artificial immune algorithm for fuzzy clustering based on multiple kernels. Swarm Evol. Comput. 50 (2019) - [j43]Yangyang Li
, Cheng Peng
, Yanqiao Chen
, Licheng Jiao
, Linhao Zhou, Ronghua Shang
:
A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 57(8): 5751-5763 (2019) - [c21]Ronghua Shang, Kaize Xie, Michael Aggrey Okoth, Licheng Jiao
:
Sar Image Change Detection Based on Mean Shift Pre-Classification and Fuzzy C-Means. IGARSS 2019: 2358-2361 - 2018
- [j42]Yang Meng
, Ronghua Shang, Licheng Jiao
, Wenya Zhang, Shuyuan Yang:
Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints. Eng. Appl. Artif. Intell. 69: 24-35 (2018) - [j41]Yang Meng
, Ronghua Shang, Licheng Jiao
, Wenya Zhang, Yijing Yuan, Shuyuan Yang:
Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering. Neurocomputing 290: 87-99 (2018) - [j40]Ronghua Shang, Bingqi Du, Kaiyun Dai, Licheng Jiao
, Amir Masoud Ghalamzan Esfahani
, Rustam Stolkin:
Quantum-Inspired Immune Clonal Algorithm for solving large-scale capacitated arc routing problems. Memetic Comput. 10(1): 81-102 (2018) - [j39]Ronghua Shang, Bingqi Du, Kaiyun Dai, Licheng Jiao
, Yu Xue:
Memetic algorithm based on extension step and statistical filtering for large-scale capacitated arc routing problems. Nat. Comput. 17(2): 375-391 (2018) - [j38]Ronghua Shang, Yijing Yuan, Licheng Jiao
, Yang Meng
, Amir Masoud Ghalamzan Esfahani
:
A self-paced learning algorithm for change detection in synthetic aperture radar images. Signal Process. 142: 375-387 (2018) - [j37]Ronghua Shang
, Jiaming Wang, Licheng Jiao
, Rustam Stolkin, Biao Hou
, Yangyang Li
:
SAR Targets Classification Based on Deep Memory Convolution Neural Networks and Transfer Parameters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2834-2846 (2018) - [j36]Ronghua Shang
, Wenbing Wang, Rustam Stolkin, Licheng Jiao
:
Non-Negative Spectral Learning and Sparse Regression-Based Dual-Graph Regularized Feature Selection. IEEE Trans. Cybern. 48(2): 793-806 (2018) - [c20]Weitong Zhang, Ailing Wen, Ronghua Shang, Licheng Jiao:
SAR Image Change Detection Based on Conditional Spatial and Kernel Fuzzy C-Means. IGARSS 2018: 4808-4811 - 2017
- [j35]Ronghua Shang, Huan Liu, Licheng Jiao
, Amir Masoud Ghalamzan Esfahani
:
Community mining using three closely joint techniques based on community mutual membership and refinement strategy. Appl. Soft Comput. 61: 1060-1073 (2017) - [j34]Tianyu Liu, Licheng Jiao
, Wenping Ma, Ronghua Shang:
Quantum-behaved particle swarm optimization with collaborative attractors for nonlinear numerical problems. Commun. Nonlinear Sci. Numer. Simul. 44: 167-183 (2017) - [j33]Ronghua Shang, Chiyang Liu, Yang Meng
, Licheng Jiao
, Rustam Stolkin:
Nonnegative Matrix Factorization with Rank Regularization and Hard Constraint. Neural Comput. 29(9): 2553-2579 (2017) - [j32]Lingling Li, Licheng Jiao
, Jiaqi Zhao
, Ronghua Shang, Maoguo Gong:
Quantum-behaved discrete multi-objective particle swarm optimization for complex network clustering. Pattern Recognit. 63: 1-14 (2017) - [j31]Ronghua Shang
, Yijing Yuan, Licheng Jiao
, Biao Hou, Amir Masoud Ghalamzan Esfahani
, Rustam Stolkin:
A Fast Algorithm for SAR Image Segmentation Based on Key Pixels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5657-5673 (2017) - [c19]Ronghua Shang, Weitong Zhang, Yijing Yuan, Licheng Jiao:
Markov-Potts Prior Model and Fuzzy Membership Based Nonparametric SAR Image Change Detection. BIC-TA 2017: 533-543 - [c18]Ronghua Shang, Weitong Zhang, Licheng Jiao
:
Detection in SAR Images Based on Histogram and Improved Elitist Genetic Fuzzy Clustering. ICCCS (2) 2017: 541-553 - [c17]Ronghua Shang, Yijing Yuan, Bingqi Du, Licheng Jiao:
A Memetic Algorithm Based on Decomposition and Extended Search for Multi-Objective Capacitated Arc Routing Problem. SEAL 2017: 272-283 - [c16]Ronghua Shang, Weitong Zhang, Feng Li, Licheng Jiao, Rustam Stolkin:
Multi-objective artificial immune algorithm for fuzzy clustering based on multiple kernels. SSCI 2017: 1-8 - 2016
- [j30]Tianyu Liu, Licheng Jiao
, Wenping Ma, Jingjing Ma, Ronghua Shang:
Cultural quantum-behaved particle swarm optimization for environmental/economic dispatch. Appl. Soft Comput. 48: 597-611 (2016) - [j29]Ronghua Shang, Bingqi Du, Hongna Ma, Licheng Jiao
, Yu Xue, Rustam Stolkin:
Immune clonal algorithm based on directed evolution for multi-objective capacitated arc routing problem. Appl. Soft Comput. 49: 748-758 (2016) - [j28]Ronghua Shang, Kun Zhang, Licheng Jiao
, Jianshe Wu:
Discrete polynary coding immune clonal selection-based joint subcarrier and power allocation in uplink cognitive OFDM network. Int. J. Commun. Syst. 29(1): 64-83 (2016) - [j27]Ronghua Shang, Zhu Zhang, Licheng Jiao
, Chiyang Liu, Yangyang Li:
Self-representation based dual-graph regularized feature selection clustering. Neurocomputing 171: 1242-1253 (2016) - [j26]Ronghua Shang, Weitong Zhang, Licheng Jiao
:
Circularly Searching Core Nodes Based Label Propagation Algorithm for Community Detection. Int. J. Pattern Recognit. Artif. Intell. 30(8): 1659024:1-1659024:22 (2016) - [j25]Tianyu Liu, Licheng Jiao
, Wenping Ma, Jingjing Ma, Ronghua Shang:
A new quantum-behaved particle swarm optimization based on cultural evolution mechanism for multiobjective problems. Knowl. Based Syst. 101: 90-99 (2016) - [j24]Ronghua Shang, Wenbing Wang, Rustam Stolkin, Licheng Jiao
:
Subspace learning-based graph regularized feature selection. Knowl. Based Syst. 112: 152-165 (2016) - [j23]Yaoguo Zheng, Licheng Jiao
, Ronghua Shang, Biao Hou, Xiangrong Zhang:
Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(10): 1482-1486 (2016) - [j22]Ronghua Shang, Zhu Zhang, Licheng Jiao
, Wenbing Wang, Shuyuan Yang:
Global discriminative-based nonnegative spectral clustering. Pattern Recognit. 55: 172-182 (2016) - [j21]Juanjuan Luo, Licheng Jiao
, Ronghua Shang, Fang Liu:
Learning simultaneous adaptive clustering and classification via MOEA. Pattern Recognit. 60: 37-50 (2016) - [j20]Ronghua Shang, Yang Li, Licheng Jiao
:
Co-evolution-based immune clonal algorithm for clustering. Soft Comput. 20(4): 1503-1519 (2016) - [j19]Ronghua Shang, Hongna Ma, Jia Wang, Licheng Jiao
, Rustam Stolkin:
Immune clonal selection algorithm for capacitated arc routing problem. Soft Comput. 20(6): 2177-2204 (2016) - [j18]Yangyang Li, Guoli Yang, Haiyang He
, Licheng Jiao
, Ronghua Shang:
A study of large-scale data clustering based on fuzzy clustering. Soft Comput. 20(8): 3231-3242 (2016) - [j17]Ronghua Shang, Pingping Tian, Licheng Jiao
, Rustam Stolkin, Jie Feng, Biao Hou, Xiangrong Zhang:
A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(4): 1640-1652 (2016) - [j16]Ronghua Shang, Kaiyun Dai, Licheng Jiao
, Rustam Stolkin:
Improved Memetic Algorithm Based on Route Distance Grouping for Multiobjective Large Scale Capacitated Arc Routing Problems. IEEE Trans. Cybern. 46(4): 1000-1013 (2016) - [c15]Ronghua Shang, Weitong Zhang, Ailing Wen, Kun Zhang, Licheng Jiao:
On the use of immune clone optimization for unconstrained multi-objective resource allocation in the cognitive OFDMA networks. CEC 2016: 806-813 - [c14]Ronghua Shang, Pingping Tian, Ailing Wen, Wenzhan Liu, Licheng Jiao:
An intuitionistic fuzzy possibilistic C-means clustering based on genetic algorithm. CEC 2016: 941-947 - 2015
- [j15]Handing Wang
, Licheng Jiao
, Ronghua Shang, Shan He, Fang Liu:
A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space. Evol. Comput. 23(1): 69-100 (2015) - [j14]Yangyang Li, Yang Wang, Jing Chen, Licheng Jiao
, Ronghua Shang:
Overlapping community detection through an improved multi-objective quantum-behaved particle swarm optimization. J. Heuristics 21(4): 549-575 (2015) - [j13]Yangyang Li, Licheng Jiao
, Ronghua Shang, Rustam Stolkin:
Dynamic-context cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation. Inf. Sci. 294: 408-422 (2015) - [c13]Ronghua Shang, Licheng Jiao, Hao Xu, Yangyang Li:
Quantum immune clone for solving constrained multi-objective optimization. CEC 2015: 3049-3056 - 2014
- [j12]Licheng Jiao
, Juanjuan Luo, Ronghua Shang, Fang Liu:
A modified objective function method with feasible-guiding strategy to solve constrained multi-objective optimization problems. Appl. Soft Comput. 14: 363-380 (2014) - [j11]Ronghua Shang, Jia Wang, Licheng Jiao
, Yuying Wang:
An Improved Decomposition-Based Memetic Algorithm for Multi-Objective Capacitated Arc Routing Problem. Appl. Soft Comput. 19: 343-361 (2014) - [j10]Ronghua Shang, Liping Qi, Licheng Jiao
, Rustam Stolkin, Yangyang Li:
Change detection in SAR images by artificial immune multi-objective clustering. Eng. Appl. Artif. Intell. 31: 53-67 (2014) - [j9]Ronghua Shang, Yuying Wang, Jia Wang, Licheng Jiao
, Shuo Wang, Liping Qi:
A multi-population cooperative coevolutionary algorithm for multi-objective capacitated arc routing problem. Inf. Sci. 277: 609-642 (2014) - [j8]Ronghua Shang, Licheng Jiao
, Yujing Ren, Jia Wang, Yangyang Li:
Immune clonal coevolutionary algorithm for dynamic multiobjective optimization. Nat. Comput. 13(3): 421-445 (2014) - [j7]Ronghua Shang, Licheng Jiao
, Yujing Ren, Lin Li, Luping Wang:
Quantum immune clonal coevolutionary algorithm for dynamic multiobjective optimization. Soft Comput. 18(4): 743-756 (2014) - [c12]Ronghua Shang, Kun Zhang, Licheng Jiao, Wei Fang, Xiangrong Zhang, Xiaolin Tian:
A novel algorithm for many-objective dimension reductions: Pareto-PCA-NSGA-II. IEEE Congress on Evolutionary Computation 2014: 1974-1981 - 2013
- [j6]Licheng Jiao
, Handing Wang
, Ronghua Shang, Fang Liu:
A co-evolutionary multi-objective optimization algorithm based on direction vectors. Inf. Sci. 228: 90-112 (2013) - [j5]Licheng Jiao
, Lin Li, Ronghua Shang, Fang Liu, Rustam Stolkin:
A novel selection evolutionary strategy for constrained optimization. Inf. Sci. 239: 122-141 (2013) - [j4]Yangyang Li, Peidao Li, Bo Wu, Licheng Jiao, Ronghua Shang:
Kernel clustering using a hybrid memetic algorithm. Nat. Comput. 12(4): 605-615 (2013) - 2012
- [j3]Ronghua Shang, Licheng Jiao
, Fang Liu, Wenping Ma:
A Novel Immune Clonal Algorithm for MO Problems. IEEE Trans. Evol. Comput. 16(1): 35-50 (2012) - 2011
- [j2]Fanhua Shang, Licheng Jiao
, Jiarong Shi, Maoguo Gong
, Ronghua Shang:
Fast density-weighted low-rank approximation spectral clustering. Data Min. Knowl. Discov. 23(2): 345-378 (2011) - [c11]Yajuan Ma, Ruochen Liu, Ronghua Shang:
A Hybrid Dynamic Multi-objective Immune Optimization Algorithm Using Prediction Strategy and Improved Differential Evolution Crossover Operator. ICONIP (2) 2011: 435-444 - 2010
- [j1]Wenge Zhang, Fang Liu, Licheng Jiao
, Biao Hou, Shuang Wang, Ronghua Shang:
SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain. IEEE Geosci. Remote. Sens. Lett. 7(1): 131-135 (2010)
2000 – 2009
- 2009
- [c10]Maoguo Gong
, Licheng Jiao
, Wenping Ma, Ronghua Shang:
Hybrid Immune Algorithm with intelligent recombination. IEEE Congress on Evolutionary Computation 2009: 1807-1814 - [c9]Yangyang Li, Hongzhu Shi, Maoguo Gong, Ronghua Shang:
Quantum-inspired evolutionary clustering algorithm based on manifold distance. GEC Summit 2009: 871-874 - 2006
- [c8]Wenping Ma, Ronghua Shang, Licheng Jiao:
A Novel Clonal Selection Algorithm for Face Detection. Australian Conference on Artificial Intelligence 2006: 799-807 - [c7]Ronghua Shang, Wenping Ma:
Immune Clonal MO Algorithm for ZDT Problems. ICNC (2) 2006: 100-109 - [c6]Ronghua Shang, Wenping Ma, Wei Zhang:
Immune Clonal MO Algorithm for 0/1 Knapsack Problems. ICNC (1) 2006: 870-878 - [c5]Wenping Ma, Ronghua Shang:
SAR Image Classification Based on Clonal Selection Algorithm. ICNC (1) 2006: 927-934 - [c4]Wenping Ma, Licheng Jiao, Maoguo Gong, Ronghua Shang:
Immune Clonal Selection Evolutionary Strategy for Constrained Optimization. PRICAI 2006: 661-670 - 2005
- [c3]Ronghua Shang, Licheng Jiao, Maoguo Gong
, Bin Lu:
Clonal Selection Algorithm for Dynamic Multiobjective Optimization. CIS (1) 2005: 846-851 - [c2]Licheng Jiao, Maoguo Gong, Ronghua Shang, Haifeng Du, Bin Lu:
Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization. EMO 2005: 474-489 - [c1]Maoguo Gong
, Licheng Jiao, Haifeng Du, Ronghua Shang, Bin Lu:
Performance assessment of an artificial immune system multiobjective optimizer by two improved metrics. GECCO 2005: 373-374
Coauthor Index
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