2025
Superpixel Prior Cluster-Level Contrastive Clustering Network for Large-Scale Urban Hyperspectral Images and Vehicle Detection.
IEEE Trans. Veh. Technol., February, 2025
MMAGL: Multiobjective Multiview Attributed Graph Learning for Joint Clustering of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2025
Multiscale Memory Autoencoder and Spatial Filtering for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett., 2025
2024
Superpixelwise PCA based data augmentation for hyperspectral image classification.
Multim. Tools Appl., October, 2024
An Efficient Graph Convolutional RVFL Network for Hyperspectral Image Classification.
Remote. Sens., January, 2024
Global-Local Brain Network based on Functional Connectivity for Individualized Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Transformer-based contrastive prototypical clustering for multimodal remote sensing data.
Inf. Sci., November, 2023
Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification.
ACM Trans. Intell. Syst. Technol., 2023
Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023
2022
Spectral-Spatial and Superpixelwise PCA for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
MO-CNN: Multiobjective Optimization of Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Deep Mutual Information Subspace Clustering Network for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Laplacian Regularized Collaborative Representation Projection.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyperspectral Image Classification Based on Bilateral Filter With Multispatial Domain.
IEEE Geosci. Remote. Sens. Lett., 2022
Hypergraph-Structured Autoencoder for Unsupervised and Semisupervised Classification of Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2021
Nonlocal Band Attention Network for Hyperspectral Image Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Continuous Particle Swarm Optimization-Based Deep Learning Architecture Search for Hyperspectral Image Classification.
Remote. Sens., 2021
Cooperative Spectral-Spatial Attention Dense Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2021
Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering.
Inf. Sci., 2021
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning.
CoRR, 2021
Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering.
CoRR, 2021
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021
Multi-feature Fusion Based Deep Forest for Hyperspectral Image Classification.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2021
2020
BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2020
Multi-objective based scheduling algorithm for sudden drinking water contamination incident.
Swarm Evol. Comput., 2020
Extreme Learning Machine-Based Ensemble Transfer Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Efficient Graph Convolutional Self-Representation for Band Selection of Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Visual Saliency-Based Extended Morphological Profiles for Unsupervised Feature Learning of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2020
Modified NSGA-III for sensor placement in water distribution system.
Inf. Sci., 2020
Cascade conditional generative adversarial nets for spatial-spectral hyperspectral sample generation.
Sci. China Inf. Sci., 2020
Graph Convolutional Extreme Learning Machine.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Particle Swarm Optimization Based Deep Learning Architecture Search for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Deep Multigrained Cascade Forest for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Unsupervised Hyperspectral Image Band Selection Based on Deep Subspace Clustering.
IEEE Geosci. Remote. Sens. Lett., 2019
Band Selection of Hyperspectral Images Using Multiobjective Optimization-Based Sparse Self-Representation.
IEEE Geosci. Remote. Sens. Lett., 2019
Emotion Recognition Based on Multi-Composition Deep Forest and Transferred Convolutional Neural Network.
J. Adv. Comput. Intell. Intell. Informatics, 2019
Discriminative Spectral-Spatial Attention-Aware Residual Network For Hyperspectral Image Classification.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Spectral-Spatial Clustering of Hyperspectral Image Based on Laplacian Regularized Deep Subspace Clustering.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Hierarchical ensemble of Extreme Learning Machine.
Pattern Recognit. Lett., 2018
A multiobjective optimization-based sparse extreme learning machine algorithm.
Neurocomputing, 2018
Ensemble Transfer Learning Algorithm.
IEEE Access, 2018
Shared Deep Kernel Learning for Dimensionality Reduction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Optical Flow Based Face Hallucination Via Weightedly-Constrained Representation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
A Novel Deep Learning Approach: Stacked Evolutionary Auto-encoder.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Particle-swarm Krill Herd Algorithm.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018
2017
A weighted-resampling based transfer learning algorithm.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Extreme Learning Machine Based on Evolutionary Multi-objective Optimization.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017
2016
Bagging based ensemble transfer learning.
J. Ambient Intell. Humaniz. Comput., 2016
2015
A MultiBoosting Based Transfer Learning Algorithm.
J. Adv. Comput. Intell. Intell. Informatics, 2015
A memetic algorithm based extreme learning machine for classification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2012
A Tri-training Based Transfer Learning Algorithm.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
2011
Instance Selection in Semi-supervised Learning.
Proceedings of the Advances in Artificial Intelligence, 2011
2010
Differential Evolution Based Band Selection in Hyperspectral Data Classification.
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010
2008
An Improved Gene Expression Programming for Fuzzy Classification.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008