Ronghua Shang

According to our database1, Ronghua Shang authored at least 92 papers between 2005 and 2021.

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Bibliography

2021
Multiobjective evolutionary algorithm assisted stacked autoencoder for PolSAR image classification.
Swarm Evol. Comput., 2021

Cross-Layer Attention Network for Small Object Detection in Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Dual space latent representation learning for unsupervised feature selection.
Pattern Recognit., 2021

2020
Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation.
IEEE Trans. Neural Networks Learn. Syst., 2020

Hyper-Parameter Optimization Using MARS Surrogate for Machine-Learning Algorithms.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Superpixel Boundary-Based Edge Description Algorithm for SAR Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A thumbnail-based hierarchical fuzzy clustering algorithm for SAR image segmentation.
Signal Process., 2020

Multi-scale Adaptive Feature Fusion Network for Semantic Segmentation in Remote Sensing Images.
Remote. Sens., 2020

Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels.
Remote. Sens., 2020

SAR Image Segmentation Using Region Smoothing and Label Correction.
Remote. Sens., 2020

RADet: Refine Feature Pyramid Network and Multi-Layer Attention Network for Arbitrary-Oriented Object Detection of Remote Sensing Images.
Remote. Sens., 2020

A Multi-Level Attention Model for Remote Sensing Image Captions.
Remote. Sens., 2020

Double feature selection algorithm based on low-rank sparse non-negative matrix factorization.
Int. J. Mach. Learn. Cybern., 2020

Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection.
Knowl. Based Syst., 2020

Dense connection and depthwise separable convolution based CNN for polarimetric SAR image classification.
Knowl. Based Syst., 2020

Subspace learning for unsupervised feature selection via adaptive structure learning and rank approximation.
Neurocomputing, 2020

Complex network graph embedding method based on shortest path and MOEA/D for community detection.
Appl. Soft Comput., 2020

Unsupervised EA-Based Fuzzy Clustering for Image Segmentation.
IEEE Access, 2020

Anchor-Free Single Stage Detector in Remote Sensing Images Based on Multiscale Dense Path Aggregation Feature Pyramid Network.
IEEE Access, 2020

2019
A Deep Learning Method for Change Detection in Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Multi-objective artificial immune algorithm for fuzzy clustering based on multiple kernels.
Swarm Evol. Comput., 2019

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., 2019

A dynamic local cluster ratio-based band selection algorithm for hyperspectral images.
Soft Comput., 2019

Complex-Valued Convolutional Autoencoder and Spatial Pixel-Squares Refinement for Polarimetric SAR Image Classification.
Remote. Sens., 2019

Semi-Supervised PolSAR Image Classification Based on Self-Training and Superpixels.
Remote. Sens., 2019

Adversarial Reconstruction-Classification Networks for PolSAR Image Classification.
Remote. Sens., 2019

Local discriminative based sparse subspace learning for feature selection.
Pattern Recognit., 2019

Unsupervised feature selection based on self-representation sparse regression and local similarity preserving.
Int. J. Mach. Learn. Cybern., 2019

Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning.
Mach. Learn., 2019

A novel location-based DNA matching algorithm for hyperspectral image classification.
Memetic Comput., 2019

Sar Image Change Detection Based on Mean Shift Pre-Classification and Fuzzy C-Means.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Non-Negative Spectral Learning and Sparse Regression-Based Dual-Graph Regularized Feature Selection.
IEEE Trans. Cybern., 2018

SAR Targets Classification Based on Deep Memory Convolution Neural Networks and Transfer Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A self-paced learning algorithm for change detection in synthetic aperture radar images.
Signal Process., 2018

Memetic algorithm based on extension step and statistical filtering for large-scale capacitated arc routing problems.
Nat. Comput., 2018

Quantum-Inspired Immune Clonal Algorithm for solving large-scale capacitated arc routing problems.
Memetic Comput., 2018

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering.
Neurocomputing, 2018

Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints.
Eng. Appl. Artif. Intell., 2018

SAR Image Change Detection Based on Conditional Spatial and Kernel Fuzzy C-Means.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
A Fast Algorithm for SAR Image Segmentation Based on Key Pixels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Quantum-behaved discrete multi-objective particle swarm optimization for complex network clustering.
Pattern Recognit., 2017

Nonnegative Matrix Factorization with Rank Regularization and Hard Constraint.
Neural Comput., 2017

Quantum-behaved particle swarm optimization with collaborative attractors for nonlinear numerical problems.
Commun. Nonlinear Sci. Numer. Simul., 2017

Community mining using three closely joint techniques based on community mutual membership and refinement strategy.
Appl. Soft Comput., 2017

A Memetic Algorithm Based on Decomposition and Extended Search for Multi-Objective Capacitated Arc Routing Problem.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Detection in SAR Images Based on Histogram and Improved Elitist Genetic Fuzzy Clustering.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

Markov-Potts Prior Model and Fuzzy Membership Based Nonparametric SAR Image Change Detection.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

2016
Improved Memetic Algorithm Based on Route Distance Grouping for Multiobjective Large Scale Capacitated Arc Routing Problems.
IEEE Trans. Cybern., 2016

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., 2016

Immune clonal selection algorithm for capacitated arc routing problem.
Soft Comput., 2016

Co-evolution-based immune clonal algorithm for clustering.
Soft Comput., 2016

A study of large-scale data clustering based on fuzzy clustering.
Soft Comput., 2016

Global discriminative-based nonnegative spectral clustering.
Pattern Recognit., 2016

Learning simultaneous adaptive clustering and classification via MOEA.
Pattern Recognit., 2016

Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

Subspace learning-based graph regularized feature selection.
Knowl. Based Syst., 2016

A new quantum-behaved particle swarm optimization based on cultural evolution mechanism for multiobjective problems.
Knowl. Based Syst., 2016

Circularly Searching Core Nodes Based Label Propagation Algorithm for Community Detection.
Int. J. Pattern Recognit. Artif. Intell., 2016

Self-representation based dual-graph regularized feature selection clustering.
Neurocomputing, 2016

Discrete polynary coding immune clonal selection-based joint subcarrier and power allocation in uplink cognitive OFDM network.
Int. J. Commun. Syst., 2016

Immune clonal algorithm based on directed evolution for multi-objective capacitated arc routing problem.
Appl. Soft Comput., 2016

Cultural quantum-behaved particle swarm optimization for environmental/economic dispatch.
Appl. Soft Comput., 2016

On the use of immune clone optimization for unconstrained multi-objective resource allocation in the cognitive OFDMA networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An intuitionistic fuzzy possibilistic C-means clustering based on genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Dynamic-context cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation.
Inf. Sci., 2015

Overlapping community detection through an improved multi-objective quantum-behaved particle swarm optimization.
J. Heuristics, 2015

A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space.
Evol. Comput., 2015

Quantum immune clone for solving constrained multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Quantum immune clonal coevolutionary algorithm for dynamic multiobjective optimization.
Soft Comput., 2014

Immune clonal coevolutionary algorithm for dynamic multiobjective optimization.
Nat. Comput., 2014

A multi-population cooperative coevolutionary algorithm for multi-objective capacitated arc routing problem.
Inf. Sci., 2014

Change detection in SAR images by artificial immune multi-objective clustering.
Eng. Appl. Artif. Intell., 2014

An Improved Decomposition-Based Memetic Algorithm for Multi-Objective Capacitated Arc Routing Problem.
Appl. Soft Comput., 2014

A modified objective function method with feasible-guiding strategy to solve constrained multi-objective optimization problems.
Appl. Soft Comput., 2014

A novel algorithm for many-objective dimension reductions: Pareto-PCA-NSGA-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Kernel clustering using a hybrid memetic algorithm.
Nat. Comput., 2013

A co-evolutionary multi-objective optimization algorithm based on direction vectors.
Inf. Sci., 2013

A novel selection evolutionary strategy for constrained optimization.
Inf. Sci., 2013

2012
A Novel Immune Clonal Algorithm for MO Problems.
IEEE Trans. Evol. Comput., 2012

2011
Fast density-weighted low-rank approximation spectral clustering.
Data Min. Knowl. Discov., 2011

A Hybrid Dynamic Multi-objective Immune Optimization Algorithm Using Prediction Strategy and Improved Differential Evolution Crossover Operator.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain.
IEEE Geosci. Remote. Sens. Lett., 2010

2009
Quantum-inspired evolutionary clustering algorithm based on manifold distance.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

Hybrid Immune Algorithm with intelligent recombination.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2006
Immune Clonal Selection Evolutionary Strategy for Constrained Optimization.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Immune Clonal MO Algorithm for 0/1 Knapsack Problems.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Immune Clonal MO Algorithm for ZDT Problems.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

SAR Image Classification Based on Clonal Selection Algorithm.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

A Novel Clonal Selection Algorithm for Face Detection.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
Performance assessment of an artificial immune system multiobjective optimizer by two improved metrics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Clonal Selection Algorithm for Dynamic Multiobjective Optimization.
Proceedings of the Computational Intelligence and Security, International Conference, 2005


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