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Zhunga Liu
Zhun-ga Liu – Zhun-Ga Liu
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2020 – today
- 2025
- [j71]Zuowei Zhang, Yiru Zhang, Hongpeng Tian, Arnaud Martin, Zhunga Liu, Weiping Ding:
A survey of evidential clustering: Definitions, methods, and applications. Inf. Fusion 115: 102736 (2025) - 2024
- [j70]Yimin Fu
, Zhunga Liu, Zicheng Wang:
Logit prototype learning with active multimodal representation for robust open-set recognition. Sci. China Inf. Sci. 67(6) (2024) - [j69]Jiawei Niu
Class Activation Maps-based Feature Augmentation for long-tailed classification. Expert Syst. Appl. 249: 123588 (2024) - [j68]Xuan Zuo
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments. Evol. Syst. 15(5): 1681-1699 (2024) - [j67]Chengyi Zhou
Asynchronous Localization for Underwater Acoustic Sensor Networks: A Continuous Control Deep Reinforcement Learning Approach. IEEE Internet Things J. 11(6): 9505-9521 (2024) - [j66]Longfei Wang
Multiresolution SAR Target Recognition Based on Physical Attention Enhancement and Scale Distillation. IEEE Trans. Aerosp. Electron. Syst. 60(3): 3081-3094 (2024) - [j65]Yimin Fu
Class-Incremental Recognition of Objects in Remote Sensing Images With Dynamic Hybrid Exemplar Selection. IEEE Trans. Aerosp. Electron. Syst. 60(3): 3468-3481 (2024) - [j64]Jiaxiang Liu
A New Causal Inference Framework for SAR Target Recognition. IEEE Trans. Artif. Intell. 5(8): 4042-4057 (2024) - [j63]Lianmeng Jiao
TDEC: Evidential Clustering Based on Transfer Learning and Deep Autoencoder. IEEE Trans. Fuzzy Syst. 32(10): 5585-5597 (2024) - [j62]Yimin Fu
Transferable Adversarial Attacks for Remote Sensing Object Recognition via Spatial- Frequency Co-Transformation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j61]Kun Li
Selective Alignment Transformer for Partial-Set Remote Sensing Image Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j60]Wenyi Tan
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation. IEEE Trans. Inf. Forensics Secur. 19: 9039-9054 (2024) - [j59]Yiwei Tian
Underwater Target Tracking Based on the Feature-Aided GM-PHD Method. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j58]Zhun-ga Liu
A New Progressive Multisource Domain Adaptation Network With Weighted Decision Fusion. IEEE Trans. Neural Networks Learn. Syst. 35(1): 1062-1072 (2024) - [j57]Yanbo Yang
Maximum Correntropy Two-Filter Smoothing for Nonlinear Systems With Non-Gaussian Noises. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3796-3808 (2024) - [j56]Zuowei Zhang
Mixed-Type Imputation for Missing Data Credal Classification via Quality Matrices. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 4772-4785 (2024) - [j55]Zhun-ga Liu
A Data-Driven Maneuvering Target Tracking Method Aided With Partial Models. IEEE Trans. Veh. Technol. 73(1): 414-425 (2024) - [c36]Chuanqi Liu
Imprecise Deep Networks for Uncertain Image Classification. BELIEF 2024: 22-30 - [c35]Hongpeng Tian, Zuowei Zhang, Zhunga Liu, Jingwei Zuo:
Multi-oversampling with Evidence Fusion for Imbalanced Data Classification. BELIEF 2024: 68-77 - [c34]Can Li, Quan Pan, Zuowei Zhang, Zhunga Liu, Xianglong Bai, Kunpeng Pan:
Land-Sea Clutter Classification for Over-the-Horizon Radar via Dual Attention Aided Residual Neural Networks. FUSION 2024: 1-7 - 2023
- [j54]Yanbo Yang, Zhunga Liu, Yuemei Qin
Novel pseudo-linear Kalman filtering for 3D angle-only tracking in the presence of observer's location errors. Autom. 155: 111114 (2023) - [j53]Zhunga Liu, Frédéric Pichon, Xiaodong Yue:
Special issue from the 6th International Conference on Belief Functions (BELIEF 2021). Int. J. Approx. Reason. 152: 282-283 (2023) - [j52]Zhun-ga Liu
Orientational Distribution Learning With Hierarchical Spatial Attention for Open Set Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8757-8772 (2023) - [j51]Lianmeng Jiao
DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data. Pattern Recognit. 144: 109846 (2023) - [j50]Tiancheng Li
Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering. Signal Process. 202: 108739 (2023) - [j49]Shuyue Wang
Target recognition with fusion of visible and infrared images based on mutual learning. Soft Comput. 27(12): 7879-7894 (2023) - [j48]Tiancheng Li
Multisensor Suboptimal Fusion Student's $t$ Filter. IEEE Trans. Aerosp. Electron. Syst. 59(3): 3378-3387 (2023) - [j47]Li-Hong Huang, Zhunga Liu
Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory. IEEE Trans. Cybern. 53(2): 718-731 (2023) - [j46]Yimin Fu
Progressive Learning Vision Transformer for Open Set Recognition of Fine-Grained Objects in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j45]Zhunga Liu
View-Semantic Transformer With Enhancing Diversity for Sparse-View SAR Target Recognition. IEEE Trans. Geosci. Remote. Sens. 61: 1-10 (2023) - [j44]Zaidao Wen
Contrastive Feature Disentangling for Partial Aspect Angles SAR Noncooperative Target Recognition. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j43]Zuo-Wei Zhang
BSC: Belief Shift Clustering. IEEE Trans. Syst. Man Cybern. Syst. 53(3): 1748-1760 (2023) - [c33]Yanyi Lyu, Zhunga Liu, Huandong Li, Dongxiu Guo, Yimin Fu:
A Real-time and Lightweight Method for Tiny Airborne Object Detection. CVPR Workshops 2023: 3016-3025 - [c32]Yanbo Yang, Zhunga Liu, Yuemei Qin
Maximum Correntropy Two-Filter Smoothing. FUSION 2023: 1-6 - [c31]Huandong Li, Zhunga Liu, Yanyi Lyu, Feiyan Wu:
Multimodal Image Registration for GPS-denied UAV Navigation Based on Disentangled Representations. ICRA 2023: 1228-1234 - [i10]Wenyi Tan, Yang Li, Chenxing Zhao, Zhunga Liu, Quan Pan:
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation. CoRR abs/2312.16907 (2023) - 2022
- [j42]Lianmeng Jiao, Thierry Denoeux
EGMM: An evidential version of the Gaussian mixture model for clustering. Appl. Soft Comput. 129: 109619 (2022) - [j41]Lianmeng Jiao, Haoyu Yang, Zhun-ga Liu, Quan Pan:
Interpretable fuzzy clustering using unsupervised fuzzy decision trees. Inf. Sci. 611: 540-563 (2022) - [j40]Lianmeng Jiao
TECM: Transfer learning-based evidential c-means clustering. Knowl. Based Syst. 257: 109937 (2022) - [j39]Zhunga Liu
An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j38]Zhunga Liu
Corrections to "An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection". IEEE Geosci. Remote. Sens. Lett. 19: 1-2 (2022) - [j37]Zhunga Liu
A New Belief-Based Bidirectional Transfer Classification Method. IEEE Trans. Cybern. 52(8): 8101-8113 (2022) - [j36]Zhunga Liu
Multilevel Scattering Center and Deep Feature Fusion Learning Framework for SAR Target Recognition. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j35]Zhunga Liu
Unsupervised Change Detection From Heterogeneous Data Based on Image Translation. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j34]Jiawei Niu
Evidential Combination of Classifiers for Imbalanced Data. IEEE Trans. Syst. Man Cybern. Syst. 52(12): 7642-7653 (2022) - [c30]Hongpeng Tian, Zuo-wei Zhang
Reliability-Based Imbalanced Data Classification with Dempster-Shafer Theory. BELIEF 2022: 77-86 - [c29]Shuyue Wang
Heterogeneous Image Fusion for Target Recognition Based on Evidence Reasoning. BELIEF 2022: 153-162 - [c28]Xue-meng Hui, Zhun-ga Liu:
A new k-NN based Open-Set Recognition method. ICARCV 2022: 481-486 - [c27]Zhao-Rui Guo, Jiawei Niu, Zhun-ga Liu:
Cross-Domain Infrared Image Classification via Image-to-Image Translation and Deep Domain Generalization. ICARCV 2022: 487-493 - [c26]Yimin Fu
Adaptive Open Set Recognition with Multi-modal Joint Metric Learning. PRCV (1) 2022: 631-644 - [i9]Tiancheng Li, Zheng Hu, Zhunga Liu, Xiaoxu Wang:
Multi-sensor Suboptimal Fusion Student's t Filter. CoRR abs/2204.11098 (2022) - 2021
- [j33]Zuo-wei Zhang
Dynamic evidential clustering algorithm. Knowl. Based Syst. 213: 106643 (2021) - [j32]Leilei Chang
BRB Prediction With Customized Attributes Weights and Tradeoff Analysis for Concurrent Fault Diagnosis. IEEE Syst. J. 15(1): 1179-1190 (2021) - [j31]Zhunga Liu
Combination of Classifiers With Different Frames of Discernment Based on Belief Functions. IEEE Trans. Fuzzy Syst. 29(7): 1764-1774 (2021) - [j30]Zaidao Wen
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples. IEEE Trans. Image Process. 30: 7266-7279 (2021) - [j29]Lin Li
An Automatic and Optimal MPA Design Method. IEEE Trans. Image Process. 30: 8046-8058 (2021) - [j28]Zhunga Liu
Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2015-2029 (2021) - [j27]Zhun-ga Liu
A Transfer Classification Method for Heterogeneous Data Based on Evidence Theory. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 5129-5141 (2021) - [c25]Zuowei Zhang
Fast Unfolding of Credal Partitions in Evidential Clustering. BELIEF 2021: 3-12 - [c24]Zuowei Zhang
Credal Clustering for Imbalanced Data. BELIEF 2021: 13-21 - [c23]Jiawei Niu
Imbalance Data Classification Based on Belief Function Theory. BELIEF 2021: 96-104 - [e1]Thierry Denoeux
Belief Functions: Theory and Applications - 6th International Conference, BELIEF 2021, Shanghai, China, October 15-19, 2021, Proceedings. Lecture Notes in Computer Science 12915, Springer 2021, ISBN 978-3-030-88600-4 [contents] - [i8]Zaidao Wen, Jiaxiang Liu, Zhunga Liu, Quan Pan:
Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition. CoRR abs/2103.04329 (2021) - [i7]Lianmeng Jiao, Feng Wang, Zhun-ga Liu, Quan Pan:
TECM: Transfer Evidential C-means Clustering. CoRR abs/2112.10152 (2021) - 2020
- [j26]Linqing Huang
Evidential combination of augmented multi-source of information based on domain adaptation. Sci. China Inf. Sci. 63(11) (2020) - [j25]Zhun-ga Liu
Evidence Combination Based on Credal Belief Redistribution for Pattern Classification. IEEE Trans. Fuzzy Syst. 28(4): 618-631 (2020) - [i6]Lianmeng Jiao, Thierry Denoeux, Zhun-ga Liu, Quan Pan:
EGMM: an Evidential Version of the Gaussian Mixture Model for Clustering. CoRR abs/2010.01333 (2020)
2010 – 2019
- 2019
- [j24]Zhun-ga Liu, Zuowei Zhang
A new pattern classification improvement method with local quality matrix based on K-NN. Knowl. Based Syst. 164: 336-347 (2019) - [j23]Tiancheng Li
Distributed Bernoulli Filtering for Target Detection and Tracking Based on Arithmetic Average Fusion. IEEE Signal Process. Lett. 26(12): 1812-1816 (2019) - [j22]Zaidao Wen
Polar-Spatial Feature Fusion Learning With Variational Generative-Discriminative Network for PolSAR Classification. IEEE Trans. Geosci. Remote. Sens. 57(11): 8914-8927 (2019) - [c22]Zhunga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan:
Pattern Classification in Heterogeneous Domains Based on Evidence Theory (Poster). FUSION 2019: 1-6 - [c21]Shuai Zhang, Zaidao Wen, Zhunga Liu, Quan Pan:
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition. IGARSS 2019: 1378-1381 - 2018
- [j21]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
SELP: Semi-supervised evidential label propagation algorithm for graph data clustering. Int. J. Approx. Reason. 92: 139-154 (2018) - [j20]Zhunga Liu
Classifier Fusion With Contextual Reliability Evaluation. IEEE Trans. Cybern. 48(5): 1605-1618 (2018) - [j19]Zhunga Liu
Combination of Classifiers With Optimal Weight Based on Evidential Reasoning. IEEE Trans. Fuzzy Syst. 26(3): 1217-1230 (2018) - [j18]Lin Li
Deformable Dictionary Learning for SAR Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 56(8): 4605-4617 (2018) - [j17]Zhunga Liu
Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation. IEEE Trans. Image Process. 27(4): 1822-1834 (2018) - [c20]Zhunga Liu, Linqing Huang, Quan Pan, Kuang Zhou, Rui Liu:
Uncertain Pattern Classification Based on Evidence Fusion in Different Domains. FUSION 2018: 657-663 - [c19]Chan Huang, Xinyang Deng, Wen Jiang, Zhunga Liu:
A New Method for OWA Aggregation of Interval Values in Multi-Criteria Decision Making. FUSION 2018: 2529-2534 - 2017
- [j16]Zhun-ga Liu
Hybrid Classification System for Uncertain Data. IEEE Trans. Syst. Man Cybern. Syst. 47(10): 2783-2790 (2017) - [c18]Zhunga Liu, Yongchao Liu, Kuang Zhou, You He:
Pattern classification based on the combination of the selected sources of evidence. FUSION 2017: 1-8 - [c17]Zhun-ga Liu, Ping Zhou, You He, Quan Pan:
Uncertain data classification based on the fusion of local and global information. FUSION 2017: 1-6 - [c16]Zhun-ga Liu, Li Zhang, Gang Li, You He:
Change detection in heterogeneous remote sensing images based on the fusion of pixel transformation. FUSION 2017: 1-6 - 2016
- [j15]Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin:
Adaptive imputation of missing values for incomplete pattern classification. Pattern Recognit. 52: 85-95 (2016) - [j14]Kuang Zhou, Arnaud Martin, Quan Pan, Zhun-ga Liu:
ECMdd: Evidential c-medoids clustering with multiple prototypes. Pattern Recognit. 60: 239-257 (2016) - [c15]Liang Yu, Yongmei Cheng, Ke-zhe Chen, Jian-xin Liu, Zhunga Liu:
An Underwater Target Recognition Method Based on Tracking, Trajectory, and Optimum Seeking Data Joint. DCAI 2016: 185-193 - [c14]Zhunga Liu, Quan Pan, Jean Dezert:
Classifier fusion based on cautious discounting of beliefs. FUSION 2016: 363-370 - [c13]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
Evidential Label Propagation Algorithm for Graphs. FUSION 2016: 1316-1323 - [i5]Zhun-ga Liu, Quan Pan, Jean Dezert, Arnaud Martin:
Adaptive imputation of missing values for incomplete pattern classification. CoRR abs/1602.02617 (2016) - [i4]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
ECMdd: Evidential c-medoids clustering with multiple prototypes. CoRR abs/1606.01113 (2016) - [i3]Kuang Zhou, Arnaud Martin, Quan Pan, Zhun-ga Liu:
Evidential Label Propagation Algorithm for Graphs. CoRR abs/1606.03832 (2016) - 2015
- [j13]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
Median evidential c-means algorithm and its application to community detection. Knowl. Based Syst. 74: 69-88 (2015) - [j12]Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier:
Credal c-means clustering method based on belief functions. Knowl. Based Syst. 74: 119-132 (2015) - [j11]Zhunga Liu, Yong Liu, Jean Dezert, Quan Pan:
Classification of incomplete data based on belief functions and K-nearest neighbors. Knowl. Based Syst. 89: 113-125 (2015) - [j10]Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert:
A New Incomplete Pattern Classification Method Based on Evidential Reasoning. IEEE Trans. Cybern. 45(4): 635-646 (2015) - [c12]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
Evidential relational clustering using medoids. FUSION 2015: 413-420 - [c11]Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin, Grégoire Mercier:
Classification of incomplete patterns based on the fusion of belief functions. FUSION 2015: 2033-2040 - [i2]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
Median evidential c-means algorithm and its application to community detection. CoRR abs/1501.01460 (2015) - [i1]Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu:
Evidential relational clustering using medoids. CoRR abs/1507.04091 (2015) - 2014
- [j9]Zhunga Liu, Quan Pan, Jean Dezert:
A belief classification rule for imprecise data. Appl. Intell. 40(2): 214-228 (2014) - [j8]Zhunga Liu, Quan Pan, Jean Dezert:
Classification of uncertain and imprecise data based on evidence theory. Neurocomputing 133: 459-470 (2014) - [j7]Zhunga Liu, Grégoire Mercier, Jean Dezert, Quan Pan:
Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning. IEEE Geosci. Remote. Sens. Lett. 11(1): 168-172 (2014) - [j6]Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier:
Credal classification rule for uncertain data based on belief functions. Pattern Recognit. 47(7): 2532-2541 (2014) - [c10]Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier, Yong Liu:
Fuzzy-belief K-nearest neighbor classifier for uncertain data. FUSION 2014: 1-8 - [c9]Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert:
Pattern classification with missing data using belief functions. FUSION 2014: 1-8 - [c8]Liang Yu, Yongmei Cheng, Lin Song, Zhunga Liu, Ke-zhe Chen:
Underwater acoustic multi-target recognition algorithm based on hierarchical information fusion structure. FUSION 2014: 1-8 - 2013
- [j5]Zhunga Liu, Quan Pan, Jean Dezert:
Evidential classifier for imprecise data based on belief functions. Knowl. Based Syst. 52: 246-257 (2013) - [j4]Zhunga Liu, Quan Pan, Jean Dezert:
A new belief-based K-nearest neighbor classification method. Pattern Recognit. 46(3): 834-844 (2013) - [c7]Zhun-ga Liu, Quan Pan, Jean Dezert, Grégoire Mercier:
Credal Classification of Uncertain Data Using Belief Functions. SMC 2013: 1001-1006 - 2012
- [j3]Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan:
Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework. Pattern Recognit. Lett. 33(3): 291-300 (2012) - [j2]Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan:
Dynamic Evidential Reasoning for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(5-2): 1955-1967 (2012) - [c6]Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet
Hierarchical Proportional Redistribution for bba Approximation. Belief Functions 2012: 275-283 - [c5]Zhunga Liu, Jean Dezert, Quan Pan, Yongmei Cheng:
A new evidential c-means clustering method. FUSION 2012: 239-246 - [c4]Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet:
Hierarchical DSmP transformation for decision-making under uncertainty. FUSION 2012: 294-301 - 2011
- [j1]Zhunga Liu, Jean Dezert, Quan Pan, Grégoire Mercier:
Combination of sources of evidence with different discounting factors based on a new dissimilarity measure. Decis. Support Syst. 52(1): 133-141 (2011) - [c3]Jean Dezert, Zhunga Liu, Grégoire Mercier:
Edge detection in color images based on DSmT. FUSION 2011: 1-8 - [c2]Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan, Yongmei Cheng:
Change detection from remote sensing images based on evidential reasoning. FUSION 2011: 1-8 - 2010
- [c1]Zhuang Miao, Yongmei Cheng, Quan Pan, Jun Hou, Zhunga Liu:
An Intelligent Fusion Method of Sequential Images Based on Improved DSmT for Target Recognition. CASoN 2010: 369-373
Coauthor Index
[j63] [j60] [j57] [c34] [j54] [j52] [j51] [j49] [j44] [c32] [i10] [j42] [j41] [j40] [j37] [j36] [j35] [j30] [j27] [i8] [i7] [j26] [i6] [j24] [j23] [j22] [c22] [c21] [j21] [j20] [j19] [j18] [j17] [c20] [j16] [c17] [j15] [j14] [c14] [c13] [i5] [i4] [i3] [j13] [j12] [j11] [j10] [c12] [c11] [i2] [i1] [j9] [j8] [j7] [j6] [c10] [c9] [j5] [j4] [c7] [j3] [j2] [c5] [j1] [c2] [c1]
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