Zhunga Liu

According to our database, Zhunga Liu authored at least 111 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A survey of evidential clustering: Definitions, methods, and applications.

Zuowei Zhang, Yiru Zhang, Hongpeng Tian, Arnaud Martin, Zhunga Liu, Weiping Ding

Inf. Fusion, 2025

2024

Multimodal Absolute Visual Localization for Unmanned Aerial Vehicles.

Zhunga Liu, Huandong Li, Zuowei Zhang, Yanyi Lyu, Jiexuan Xiong

IEEE Trans. Veh. Technol., November, 2024

TDEC: Evidential Clustering Based on Transfer Learning and Deep Autoencoder.

Lianmeng Jiao, Feng Wang, Zhun-Ga Liu, Quan Pan

IEEE Trans. Fuzzy Syst., October, 2024

Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments.

Xuan Zuo, Pu Zhang, Hui-Yan Li, Zhun-Ga Liu

Evol. Syst., October, 2024

Mixed-Type Imputation for Missing Data Credal Classification via Quality Matrices.

Zuowei Zhang, Zhunga Liu, Hongpeng Tian, Arnaud Martin

IEEE Trans. Syst. Man Cybern. Syst., August, 2024

A New Causal Inference Framework for SAR Target Recognition.

Jiaxiang Liu, Zhunga Liu, Zuowei Zhang, Longfei Wang, Meiqin Liu

IEEE Trans. Artif. Intell., August, 2024

Maximum Correntropy Two-Filter Smoothing for Nonlinear Systems With Non-Gaussian Noises.

Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan

IEEE Trans. Syst. Man Cybern. Syst., June, 2024

Multiresolution SAR Target Recognition Based on Physical Attention Enhancement and Scale Distillation.

Longfei Wang, Yanbo Yang, Zhunga Liu

IEEE Trans. Aerosp. Electron. Syst., June, 2024

Class-Incremental Recognition of Objects in Remote Sensing Images With Dynamic Hybrid Exemplar Selection.

Yimin Fu, Zhunga Liu, Changyuan Wu, Feiyan Wu, Meiqin Liu

IEEE Trans. Aerosp. Electron. Syst., June, 2024

Asynchronous Localization for Underwater Acoustic Sensor Networks: A Continuous Control Deep Reinforcement Learning Approach.

Chengyi Zhou, Meiqin Liu, Senlin Zhang, Ronghao Zheng, Shanling Dong, Zhunga Liu

IEEE Internet Things J., March, 2024

A Data-Driven Maneuvering Target Tracking Method Aided With Partial Models.

Zhun-ga Liu, Zeng-ke Wang, Yanbo Yang, Yao Lu

IEEE Trans. Veh. Technol., January, 2024

A New Progressive Multisource Domain Adaptation Network With Weighted Decision Fusion.

Zhun-ga Liu, Liang-Bo Ning, Zuo-Wei Zhang

IEEE Trans. Neural Networks Learn. Syst., January, 2024

Underwater Target Tracking Based on the Feature-Aided GM-PHD Method.

Yiwei Tian, Meiqin Liu, Senlin Zhang, Ronghao Zheng, Shanling Dong, Zhunga Liu

IEEE Trans. Instrum. Meas., 2024

DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation.

Wenyi Tan, Yang Li, Chenxing Zhao, Zhunga Liu, Quan Pan

IEEE Trans. Inf. Forensics Secur., 2024

Selective Alignment Transformer for Partial-Set Remote Sensing Image Cross-Scene Classification.

Kun Li, Zhunga Liu, Zuowei Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

Transferable Adversarial Attacks for Remote Sensing Object Recognition via Spatial- Frequency Co-Transformation.

Yimin Fu, Zhunga Liu, Jialin Lyu

IEEE Trans. Geosci. Remote. Sens., 2024

Class Activation Maps-based Feature Augmentation for long-tailed classification.

Jiawei Niu, Zuowei Zhang, Zhunga Liu

Expert Syst. Appl., 2024

Logit prototype learning with active multimodal representation for robust open-set recognition.

Yimin Fu, Zhunga Liu, Zicheng Wang

Sci. China Inf. Sci., 2024

Land-Sea Clutter Classification for Over-the-Horizon Radar via Dual Attention Aided Residual Neural Networks.

Can Li, Quan Pan, Zuowei Zhang, Zhunga Liu, Xianglong Bai, Kunpeng Pan

Proceedings of the 27th International Conference on Information Fusion, 2024

Multi-oversampling with Evidence Fusion for Imbalanced Data Classification.

Hongpeng Tian, Zuowei Zhang, Zhunga Liu, Jingwei Zuo

Proceedings of the Belief Functions: Theory and Applications, 2024

Imprecise Deep Networks for Uncertain Image Classification.

Chuanqi Liu, Zuowei Zhang, Zechao Liu, Liangbo Ning, Zhunga Liu

Proceedings of the Belief Functions: Theory and Applications, 2024

2023

DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data.

Lianmeng Jiao, Haoyu Yang, Feng Wang, Zhun-ga Liu, Quan Pan

Pattern Recognit., December, 2023

Novel pseudo-linear Kalman filtering for 3D angle-only tracking in the presence of observer's location errors.

Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan

Autom., September, 2023

Orientational Distribution Learning With Hierarchical Spatial Attention for Open Set Recognition.

Zhun-ga Liu, Yimin Fu, Quan Pan, Zuowei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Multisensor Suboptimal Fusion Student's $t$ Filter.

Tiancheng Li, Zheng Hu, Zhunga Liu, Xiaoxu Wang

IEEE Trans. Aerosp. Electron. Syst., June, 2023

Target recognition with fusion of visible and infrared images based on mutual learning.

Shuyue Wang, Yanbo Yang, Zhunga Liu, Quan Pan

Soft Comput., June, 2023

BSC: Belief Shift Clustering.

Zuo-Wei Zhang, Zhun-ga Liu, Arnaud Martin, Kuang Zhou

IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Contrastive Feature Disentangling for Partial Aspect Angles SAR Noncooperative Target Recognition.

Zaidao Wen, Jiaxiang Liu, Zhunga Liu, Sijian Li, Quan Pan

IEEE Trans. Geosci. Remote. Sens., 2023

View-Semantic Transformer With Enhancing Diversity for Sparse-View SAR Target Recognition.

Zhunga Liu, Feiyan Wu, Zaidao Wen, Zuowei Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Progressive Learning Vision Transformer for Open Set Recognition of Fine-Grained Objects in Remote Sensing Images.

Yimin Fu, Zhunga Liu, Zuowei Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory.

Li-Hong Huang, Zhunga Liu, Jean Dezert

IEEE Trans. Cybern., 2023

Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering.

Tiancheng Li, Yue Xin, Zhunga Liu, Kai Da

Signal Process., 2023

Special issue from the 6th International Conference on Belief Functions (BELIEF 2021).

Zhunga Liu, Frédéric Pichon, Xiaodong Yue

Int. J. Approx. Reason., 2023

Multimodal Image Registration for GPS-denied UAV Navigation Based on Disentangled Representations.

Huandong Li, Zhunga Liu, Yanyi Lyu, Feiyan Wu

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Maximum Correntropy Two-Filter Smoothing.

Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan, Qianqian Zhou

Proceedings of the 26th International Conference on Information Fusion, 2023

A Real-time and Lightweight Method for Tiny Airborne Object Detection.

Yanyi Lyu, Zhunga Liu, Huandong Li, Dongxiu Guo, Yimin Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Evidential Combination of Classifiers for Imbalanced Data.

Jiawei Niu, Zhunga Liu, Yao Lu, Zaidao Wen

IEEE Trans. Syst. Man Cybern. Syst., 2022

Unsupervised Change Detection From Heterogeneous Data Based on Image Translation.

Zhunga Liu, Zuo-Wei Zhang, Quan Pan, Liang-Bo Ning

IEEE Trans. Geosci. Remote. Sens., 2022

Multilevel Scattering Center and Deep Feature Fusion Learning Framework for SAR Target Recognition.

Zhunga Liu, Longfei Wang, Zaidao Wen, Kun Li, Quan Pan

IEEE Trans. Geosci. Remote. Sens., 2022

A New Belief-Based Bidirectional Transfer Classification Method.

Zhunga Liu, Guanghui Qiu, Shuyue Wang, Tiancheng Li, Quan Pan

IEEE Trans. Cybern., 2022

Corrections to "An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection".

Zhunga Liu, Zhao Chen, Lin Li

IEEE Geosci. Remote. Sens. Lett., 2022

An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection.

Zhunga Liu, Zhao Chen, Lin Li

IEEE Geosci. Remote. Sens. Lett., 2022

TECM: Transfer learning-based evidential c-means clustering.

Lianmeng Jiao, Feng Wang, Zhun-ga Liu, Quan Pan

Knowl. Based Syst., 2022

Interpretable fuzzy clustering using unsupervised fuzzy decision trees.

Lianmeng Jiao, Haoyu Yang, Zhun-ga Liu, Quan Pan

Inf. Sci., 2022

Multi-sensor Suboptimal Fusion Student's t Filter.

Tiancheng Li, Zheng Hu, Zhunga Liu, Xiaoxu Wang

CoRR, 2022

EGMM: An evidential version of the Gaussian mixture model for clustering.

Lianmeng Jiao, Thierry Denoeux, Zhun-ga Liu, Quan Pan

Appl. Soft Comput., 2022

Adaptive Open Set Recognition with Multi-modal Joint Metric Learning.

Yimin Fu, Zhunga Liu, Yanbo Yang, Linfeng Xu, Hua Lan

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

A new k-NN based Open-Set Recognition method.

Xue-meng Hui, Zhun-ga Liu

Proceedings of the 17th International Conference on Control, 2022

Cross-Domain Infrared Image Classification via Image-to-Image Translation and Deep Domain Generalization.

Zhao-Rui Guo, Jiawei Niu, Zhun-ga Liu

Proceedings of the 17th International Conference on Control, 2022

Heterogeneous Image Fusion for Target Recognition Based on Evidence Reasoning.

Shuyue Wang, Zhunga Liu, Zuowei Zhang, Yang Li

Proceedings of the Belief Functions: Theory and Applications, 2022

Reliability-Based Imbalanced Data Classification with Dempster-Shafer Theory.

Hongpeng Tian, Zuo-wei Zhang, Arnaud Martin, Zhunga Liu

Proceedings of the Belief Functions: Theory and Applications, 2022

2021

A Transfer Classification Method for Heterogeneous Data Based on Evidence Theory.

Zhun-ga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan

IEEE Trans. Syst. Man Cybern. Syst., 2021

Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning.

Zhunga Liu, Linqing Huang, Kuang Zhou, Thierry Denoeux

IEEE Trans. Neural Networks Learn. Syst., 2021

Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples.

Zaidao Wen, Zhunga Liu, Shuai Zhang, Quan Pan

IEEE Trans. Image Process., 2021

An Automatic and Optimal MPA Design Method.

Lin Li, Lingchen Sun, Bin Feng, Rustam Stolkin, Zhunga Liu

IEEE Trans. Image Process., 2021

Combination of Classifiers With Different Frames of Discernment Based on Belief Functions.

Zhunga Liu, Xuxia Zhang, Jiawei Niu, Jean Dezert

IEEE Trans. Fuzzy Syst., 2021

BRB Prediction With Customized Attributes Weights and Tradeoff Analysis for Concurrent Fault Diagnosis.

Leilei Chang, Xiaojian Xu, Zhun-ga Liu, Bin Qian, Xiaobin Xu, Yu-Wang Chen

IEEE Syst. J., 2021

Dynamic evidential clustering algorithm.

Zuo-wei Zhang, Zhe Liu, Arnaud Martin, Zhun-ga Liu, Kuang Zhou

Knowl. Based Syst., 2021

TECM: Transfer Evidential C-means Clustering.

Lianmeng Jiao, Feng Wang, Zhun-ga Liu, Quan Pan

CoRR, 2021

Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition.

Zaidao Wen, Jiaxiang Liu, Zhunga Liu, Quan Pan

CoRR, 2021

Fast Unfolding of Credal Partitions in Evidential Clustering.

Zuowei Zhang, Arnaud Martin, Zhunga Liu, Kuang Zhou, Yiru Zhang

Proceedings of the Belief Functions: Theory and Applications, 2021

Credal Clustering for Imbalanced Data.

Zuowei Zhang, Zhunga Liu, Kuang Zhou, Arnaud Martin, Yiru Zhang

Proceedings of the Belief Functions: Theory and Applications, 2021

Imbalance Data Classification Based on Belief Function Theory.

Jiawei Niu, Zhunga Liu

Proceedings of the Belief Functions: Theory and Applications, 2021

2020

Evidence Combination Based on Credal Belief Redistribution for Pattern Classification.

Zhun-ga Liu, Yu Liu, Jean Dezert, Fabio Cuzzolin

IEEE Trans. Fuzzy Syst., 2020

Evidential combination of augmented multi-source of information based on domain adaptation.

Linqing Huang, Zhunga Liu, Quan Pan, Jean Dezert

Sci. China Inf. Sci., 2020

2019

Polar-Spatial Feature Fusion Learning With Variational Generative-Discriminative Network for PolSAR Classification.

Zaidao Wen, Qian Wu, Zhunga Liu, Quan Pan

IEEE Trans. Geosci. Remote. Sens., 2019

Distributed Bernoulli Filtering for Target Detection and Tracking Based on Arithmetic Average Fusion.

Tiancheng Li, Zhunga Liu, Quan Pan

IEEE Signal Process. Lett., 2019

A new pattern classification improvement method with local quality matrix based on K-NN.

Zhun-ga Liu, Zuowei Zhang, Yu Liu, Jean Dezert, Quan Pan

Knowl. Based Syst., 2019

Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition.

Shuai Zhang, Zaidao Wen, Zhunga Liu, Quan Pan

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pattern Classification in Heterogeneous Domains Based on Evidence Theory (Poster).

Zhunga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation.

Zhunga Liu, Gang Li, Grégoire Mercier, You He, Quan Pan

IEEE Trans. Image Process., 2018

Deformable Dictionary Learning for SAR Image Change Detection.

Lin Li, Yongqiang Zhao, Jinjun Sun, Rustam Stolkin, Quan Pan, Jonathan Cheung-Wai Chan, Seong G. Kong, Zhunga Liu

IEEE Trans. Geosci. Remote. Sens., 2018

Combination of Classifiers With Optimal Weight Based on Evidential Reasoning.

Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin

IEEE Trans. Fuzzy Syst., 2018

Classifier Fusion With Contextual Reliability Evaluation.

Zhunga Liu, Quan Pan, Jean Dezert, Junwei Han, You He

IEEE Trans. Cybern., 2018

SELP: Semi-supervised evidential label propagation algorithm for graph data clustering.

Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu

Int. J. Approx. Reason., 2018

Uncertain Pattern Classification Based on Evidence Fusion in Different Domains.

Zhunga Liu, Linqing Huang, Quan Pan, Kuang Zhou, Rui Liu

Proceedings of the 21st International Conference on Information Fusion, 2018

A New Method for OWA Aggregation of Interval Values in Multi-Criteria Decision Making.

Chan Huang, Xinyang Deng, Wen Jiang, Zhunga Liu

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Hybrid Classification System for Uncertain Data.

Zhun-ga Liu, Quan Pan, Jean Dezert, Grégoire Mercier

IEEE Trans. Syst. Man Cybern. Syst., 2017

Change detection in heterogeneous remote sensing images based on the fusion of pixel transformation.

Zhun-ga Liu, Li Zhang, Gang Li, You He

Proceedings of the 20th International Conference on Information Fusion, 2017

Uncertain data classification based on the fusion of local and global information.

Zhun-ga Liu, Ping Zhou, You He, Quan Pan

Proceedings of the 20th International Conference on Information Fusion, 2017

Pattern classification based on the combination of the selected sources of evidence.

Zhunga Liu, Yongchao Liu, Kuang Zhou, You He

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

ECMdd: Evidential c-medoids clustering with multiple prototypes.

Kuang Zhou, Arnaud Martin, Quan Pan, Zhun-ga Liu

Pattern Recognit., 2016

Adaptive imputation of missing values for incomplete pattern classification.

Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin

Pattern Recognit., 2016

Evidential Label Propagation Algorithm for Graphs.

Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu

Proceedings of the 19th International Conference on Information Fusion, 2016

Classifier fusion based on cautious discounting of beliefs.

Zhunga Liu, Quan Pan, Jean Dezert

Proceedings of the 19th International Conference on Information Fusion, 2016

An Underwater Target Recognition Method Based on Tracking, Trajectory, and Optimum Seeking Data Joint.

Liang Yu, Yongmei Cheng, Ke-zhe Chen, Jian-xin Liu, Zhunga Liu

Proceedings of the Distributed Computing and Artificial Intelligence, 2016

2015

A New Incomplete Pattern Classification Method Based on Evidential Reasoning.

Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert

IEEE Trans. Cybern., 2015

Median evidential c-means algorithm and its application to community detection.

Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu

Knowl. Based Syst., 2015

Credal c-means clustering method based on belief functions.

Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier

Knowl. Based Syst., 2015

Classification of incomplete data based on belief functions and K-nearest neighbors.

Zhunga Liu, Yong Liu, Jean Dezert, Quan Pan

Knowl. Based Syst., 2015

Evidential relational clustering using medoids.

Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu

Proceedings of the 18th International Conference on Information Fusion, 2015

Classification of incomplete patterns based on the fusion of belief functions.

Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin, Grégoire Mercier

Proceedings of the 18th International Conference on Information Fusion, 2015

2014

Credal classification rule for uncertain data based on belief functions.

Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier

Pattern Recognit., 2014

Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning.

Zhunga Liu, Grégoire Mercier, Jean Dezert, Quan Pan

IEEE Geosci. Remote. Sens. Lett., 2014

Classification of uncertain and imprecise data based on evidence theory.

Zhunga Liu, Quan Pan, Jean Dezert

Neurocomputing, 2014

A belief classification rule for imprecise data.

Zhunga Liu, Quan Pan, Jean Dezert

Appl. Intell., 2014

Underwater acoustic multi-target recognition algorithm based on hierarchical information fusion structure.

Liang Yu, Yongmei Cheng, Lin Song, Zhunga Liu, Ke-zhe Chen

Proceedings of the 17th International Conference on Information Fusion, 2014

Pattern classification with missing data using belief functions.

Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert

Proceedings of the 17th International Conference on Information Fusion, 2014

Fuzzy-belief K-nearest neighbor classifier for uncertain data.

Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier, Yong Liu

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

A new belief-based K-nearest neighbor classification method.

Zhunga Liu, Quan Pan, Jean Dezert

Pattern Recognit., 2013

Evidential classifier for imprecise data based on belief functions.

Zhunga Liu, Quan Pan, Jean Dezert

Knowl. Based Syst., 2013

Credal Classification of Uncertain Data Using Belief Functions.

Zhun-ga Liu, Quan Pan, Jean Dezert, Grégoire Mercier

Proceedings of the IEEE International Conference on Systems, 2013

2012

Dynamic Evidential Reasoning for Change Detection in Remote Sensing Images.

Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan

IEEE Trans. Geosci. Remote. Sens., 2012

Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework.

Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan

Pattern Recognit. Lett., 2012

A new evidential c-means clustering method.

Zhunga Liu, Jean Dezert, Quan Pan, Yongmei Cheng

Proceedings of the 15th International Conference on Information Fusion, 2012

Hierarchical DSmP transformation for decision-making under uncertainty.

Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet

Proceedings of the 15th International Conference on Information Fusion, 2012

Hierarchical Proportional Redistribution for bba Approximation.

Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

Combination of sources of evidence with different discounting factors based on a new dissimilarity measure.

Zhunga Liu, Jean Dezert, Quan Pan, Grégoire Mercier

Decis. Support Syst., 2011

Change detection from remote sensing images based on evidential reasoning.

Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan, Yongmei Cheng

Proceedings of the 14th International Conference on Information Fusion, 2011

Edge detection in color images based on DSmT.

Jean Dezert, Zhunga Liu, Grégoire Mercier

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

An Intelligent Fusion Method of Sequential Images Based on Improved DSmT for Target Recognition.

Zhuang Miao, Yongmei Cheng, Quan Pan, Jun Hou, Zhunga Liu

Proceedings of the International Conference on Computational Aspects of Social Networks, 2010