Pengfei Zhang

78 papers A* 1B 1Misc 1Journal 74Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backdoor defense framework with sparse training and detection in federated learning.
Neurocomputing
Yingna Li, Yongde Wang, Haoheng Yuan, Pengfei Zhang, Wei Huang, Zhiquan Liu
2026 J jnl
Deep multi-view clustering algorithm with integrated auto-encoder and non-negative matrix factorization.
Appl. Soft Comput.
Dexian Wang, Sha Yang, Ping Deng, Zheng Yu, Qiaofeng Wu, Wei Huang, Pengfei Zhang, Weiping Ding
2026 J jnl
GAM-MSF-YOLO: An enhanced deep learning approach for real-time monitoring of mouse void spot assays.
Biomed. Signal Process. Control.
Junan Yan, Shutong Pang, Lingxuan Yin, Xianping Li, Chunhui Yuan, Jun Li, Wei Shao, Guoxian Deng, Pengfei Zhang, Jiangheng Guan, Jiwei Yao
2026 J jnl
Hypergraph topic neural network with cross-modal fusion for latent treatment pattern recommendation.
Eng. Appl. Artif. Intell.
Xin Min, Wei Li, Weidong Xie, Pengfei Zhang, Chuanbiao Wen, Weiping Ding
2025 J jnl
An approach to calculate conceptual distance across multi-granularity based on three-way partial order structure.
Int. J. Approx. Reason.
Enliang Yan, Pengfei Zhang, Tianyong Hao, Tao Zhang, Jianping Yu, Yuncheng Jiang, Yuan Yang
2025 J jnl
Big data fusion with knowledge graph: a comprehensive overview.
Appl. Intell.
Jia Liu, Ruotian Lan, Yajun Du, Xipeng Yuan, Huan Xu, Tianrui Li, Wei Huang, Pengfei Zhang
2025 J jnl
Central-peripheral nervous system activation in exoskeleton modes: A Granger causality analysis via EEG-EMG fusion.
Expert Syst. Appl.
Xiabing Zhang, Yuqin Li, Pengfei Zhang, Dexian Wang, Guang Yao, Peng Xu
2025 J jnl
FAHC: frequency adaptive hypergraph constraint for collaborative filtering.
Appl. Intell.
Yu Tang, Lilan Peng, Zhendong Wu, Jie Hu, Pengfei Zhang, Hongchun Lu
2025 J jnl
FFS-MCC: Fusing approximation and fuzzy uncertainty measures for feature selection with multi-correlation collaboration.
Inf. Fusion
Jihong Wan, Xiaoping Li, Pengfei Zhang, Hongmei Chen, Xiaocao Ouyang, Tianrui Li, Kay Chen Tan
2025 J jnl
Feature selection for label distribution learning based on neighborhood fuzzy rough sets.
Appl. Soft Comput.
Zhixuan Deng, Tianrui Li, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng
2025 J jnl
FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated Learning.
Int. J. Comput. Intell. Syst.
Wei Huang, Junling Chen, Dexian Wang, Pengfei Zhang, Jia Liu, Tianrui Li
2025 J jnl
I2QD: Unsupervised feature selection via information quality, quantity, and difference degree.
Inf. Process. Manag.
Pengfei Zhang, Yuxin Zhao, Lvhui Hu, Dexian Wang, Lilan Peng, Zhong Li, Herwig Unger, Tianrui Li
2025 J jnl
Information fusion and feature selection for multi-source data utilizing Dempster-Shafer evidence theory and K-nearest neighbors.
Inf. Sci.
Pengfei Zhang, Qinli Zhang, Jingxin Liu, Dexian Wang, Hua Ye, Xiabing Zhang, Tianrui Li
2025 J jnl
Information fusion for large-scale multi-source data based on the Dempster-Shafer evidence theory.
Inf. Fusion
Qinli Zhang, Pengfei Zhang, Tianrui Li
2025 J jnl
Inter-class Separable Anchor Concept Factorization on Bipartite Graph.
Knowl. Based Syst.
Pengfei Zhang, Guiyuan Jiang, Kehan Kang, Junyu Dong, Chong Peng
2025 J jnl
Interactive streaming feature selection based on neighborhood rough sets.
Eng. Appl. Artif. Intell.
Gangqiang Zhang, Jingjing Hu, Jing Yang, Pengfei Zhang
2025 J jnl
Jointly Learning Type-Aware Relations and Inter-Aspect with Graph Convolutional Networks for Aspect Sentiment Analysis.
Neural Process. Lett.
Liansong Zong, Dongfeng Hu, Qingchi Gui, Pengfei Zhang, Jie Wang
2025 J jnl
NDRIDC: NMF-based deep representation algorithm for incomplete data clustering.
Knowl. Based Syst.
Dexian Wang, Zonglin Li, Sha Yang, Tianrui Ren, Pengfei Zhang, Ping Deng, Tianrui Li
2025 J jnl
ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets.
IEEE Trans. Fuzzy Syst.
Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li
2025 J jnl
Outlier detection based on multiple information extraction.
Inf. Sci.
Dayong Deng, Tong Chen, Zhixuan Deng, Tianrui Li, Pengfei Zhang
2025 J jnl
Rough set interpretation to RBF neural network.
Int. J. Mach. Learn. Cybern.
Dayong Deng, Jie Wang, Zhixuan Deng, Keyu Liu, Pengfei Zhang
2024 — conf
A Dynamic Unsupervised Feature Selection Method Based on Information Sets and Fuzzy Rough Sets.
IJCRS (2)
Yuxin Zhao, Pengfei Zhang, Dexian Wang, Tianrui Li
2024 J jnl
A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric.
Appl. Soft Comput.
Yongming Luo, Jingjing Hu, Gangqiang Zhang, Pengfei Zhang, Ying Xie, Zhaomin Kuang, Xingji Zeng, Shushi Li
2024 J jnl
A multi-scale information fusion-based multiple correlations for unsupervised attribute selection.
Inf. Fusion
Pengfei Zhang, Dexian Wang, Zheng Yu, Yujie Zhang, Tao Jiang, Tianrui Li
2024 J jnl
An autoencoder-like deep NMF representation learning algorithm for clustering.
Knowl. Based Syst.
Dexian Wang, Pengfei Zhang, Ping Deng, Qiao-Feng Wu, Wei Chen, Tao Jiang, Wei Huang, Tianrui Li
2024 J jnl
DNSRF: Deep Network-based Semi-NMF Representation Framework.
ACM Trans. Intell. Syst. Technol.
Dexian Wang, Tianrui Li, Ping Deng, Zhipeng Luo, Pengfei Zhang, Keyu Liu, Wei Huang
2024 J jnl
Dynamic Feature Selection Based on F-fuzzy Rough Set for Label Distribution Learning.
Int. J. Fuzzy Syst.
Dayong Deng, Tong Chen, Zhixuan Deng, Keyu Liu, Pengfei Zhang
2024 J jnl
Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space.
Inf. Fusion
Tengyu Yin, Hongmei Chen, Jihong Wan, Pengfei Zhang, Shi-Jinn Horng, Tianrui Li
2024 J jnl
F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records.
Memetic Comput.
Qiucen Li, Zedong Du, Qiu Li, Pengfei Zhang, Huicen Guo, Xiaodi Huang, Dan Lin, Zhikui Chen
2024 J jnl
Feature Selection for Handling Label Ambiguity Using Weighted Label-Fuzzy Relevancy and Redundancy.
IEEE Trans. Fuzzy Syst.
Zhixuan Deng, Tianrui Li, Dayong Deng, Keyu Liu, Zhipeng Luo, Pengfei Zhang
2024 J jnl
Feature selection based on probability and mathematical expectation.
Int. J. Mach. Learn. Cybern.
Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng
2024 J jnl
FedDAF: Federated deep attention fusion for dangerous driving behavior detection.
Inf. Fusion
Jia Liu, Nijing Yang, Yan-Li Lee, Wei Huang, Yajun Du, Tianrui Li, Pengfei Zhang
2024 A* conf
Fine-Grained Bipartite Concept Factorization for Clustering.
CVPR
Chong Peng, Pengfei Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Shawn Cheng
2024 J jnl
Heterogeneous Feature Selection Based on Neighborhood Combination Entropy.
IEEE Trans. Neural Networks Learn. Syst.
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang
2024 J jnl
Leveraging Local Density Decision Labeling and Fuzzy Dependency for Semi-supervised Feature Selection.
Int. J. Fuzzy Syst.
Gangqiang Zhang, Jingjing Hu, Pengfei Zhang
2024 J jnl
RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space.
CoRR
Li Sun, Mengjie Li, Yong Yang, Xiao Li, Lin Liu, Pengfei Zhang, Haohua Du
2024 J jnl
Rcoco: contrastive collective link prediction across multiplex network in Riemannian space.
Int. J. Mach. Learn. Cybern.
Li Sun, Mengjie Li, Yong Yang, Xiao Li, Lin Liu, Pengfei Zhang, Haohua Du
2024 J jnl
Scene-aware classifier and re-detector for thermal infrared tracking.
J. Vis. Commun. Image Represent.
Qingbo Ji, Pengfei Zhang, Kuicheng Chen, Lei Zhang, Changbo Hou
2024 J jnl
Study on Fine-Grained Visual Classification of Low-Resolution Urinary Erythrocyte.
J. Imaging Inform. Medicine
Qingbo Ji, Tingshuo Yin, Pengfei Zhang, Qingquan Liu, Changbo Hou
2024 J jnl
Three-way decision based island harmony search algorithm for robust flow-shop scheduling with uncertain processing times depicted by big data.
Appl. Soft Comput.
Bing Wang, Pengfei Zhang, Xiaozhi Wang, Quanke Pan
2024 J jnl
Unsupervised video forecasting with flow parsing mechanism of human visual system.
Eng. Appl. Artif. Intell.
Beibei Jin, Xiaohui Song, Jindong Li, Pengfei Zhang
2023 J jnl
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization.
ACM Trans. Knowl. Discov. Data
Dexian Wang, Tianrui Li, Ping Deng, Fan Zhang, Wei Huang, Pengfei Zhang, Jia Liu
2023 J jnl
A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures.
IEEE Trans. Fuzzy Syst.
Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang
2023 J jnl
A multi-source information fusion model for outlier detection.
Inf. Fusion
Pengfei Zhang, Tianrui Li, Guoqiang Wang, Dexian Wang, Pei Lai, Fan Zhang
2023 J jnl
A multi-view clustering algorithm based on deep semi-NMF.
Inf. Fusion
Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma
2023 J jnl
Cooperative Positioning Method of a Multi-UAV Based on an Adaptive Fault-Tolerant Federated Filter.
Sensors
Pengfei Zhang, Zhenhua Ma, Yin He, Yawen Li, Wenzheng Cheng
2023 J jnl
Fast attribute reduction via inconsistent equivalence classes for large-scale data.
Int. J. Approx. Reason.
Guoqiang Wang, Pengfei Zhang, Dexian Wang, Hongmei Chen, Tianrui Li
2023 J jnl
MSIF: Multi-source information fusion based on information sets.
J. Intell. Fuzzy Syst.
Feifei Yang, Pengfei Zhang
2023 B conf
Modality Meets Long-Term Tracker: A Siamese Dual Fusion Framework for Tracking UAV.
ICIP
Zhihao Zhang, Lei Jin, Shengjie Li, Jianqiang Xia, Jun Wang, Zun Li, Zheng Zhu, Wenhan Yang, Pengfei Zhang, Jian Zhao, Bo Zhang
2023 J jnl
Navigation-Oriented Topological Model Construction Algorithm for Complex Indoor Space.
ISPRS Int. J. Geo Inf.
Litao Han, Hu Qiao, Zeyu Li, Mengfan Liu, Pengfei Zhang
2023 J jnl
Tumor to liver maximum standardized uptake value ratio of FDG-PET/CT parameters predicts tumor treatment response and survival of stage III non-small cell lung cancer.
BMC Medical Imaging
Pengfei Zhang, Wei Chen, Kewei Zhao, Xiaowen Qiu, Tao Li, Xingzhuang Zhu, Peng Sun, Chunsheng Wang, Yipeng Song
2022 J jnl
A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information.
IEEE Trans. Fuzzy Syst.
Zhong Yuan, Hongmei Chen, Pengfei Zhang, Jihong Wan, Tianrui Li
2022 J jnl
A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data.
Inf. Fusion
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du
2022 J jnl
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets.
Int. J. Approx. Reason.
Pengfei Zhang, Tianrui Li, Chuan Luo, Guoqiang Wang
2022 J jnl
ASTM: Developing the web service for anthrax related spatiotemporal characteristics and meteorology study.
Quant. Biol.
Shiwei Fan, Ming Xiao, Boyu Sun, Weizhong Zhou, Qingrong Chen, Weimin Lv, Pengfei Zhang, Le Zhang
2022 J jnl
Dual graph-regularized sparse concept factorization for clustering.
Inf. Sci.
Dexian Wang, Tianrui Li, Ping Deng, Hongjun Wang, Pengfei Zhang
2022 J jnl
Exploiting fuzzy rough mutual information for feature selection.
Appl. Soft Comput.
Zhihong Wang, Hongmei Chen, Zhong Yuan, Xiaoling Yang, Pengfei Zhang, Tianrui Li
2022 J jnl
Face.evoLVe: A cross-platform library for high-performance face analytics.
Neurocomputing
Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao
2022 J jnl
Feature selection for label distribution learning using dual-similarity based neighborhood fuzzy entropy.
Inf. Sci.
Zhixuan Deng, Tianrui Li, Dayong Deng, Keyu Liu, Pengfei Zhang, Shiming Zhang, Zhipeng Luo
2022 J jnl
Granular cabin: An efficient solution to neighborhood learning in big data.
Inf. Sci.
Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu, Pengfei Zhang, Jie Wang
2022 J jnl
Student-
Inf. Sci.
Xiaoling Yang, Hongmei Chen, Tianrui Li, Pengfei Zhang, Chuan Luo
2021 J jnl
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions.
Appl. Soft Comput.
Zhong Yuan, Hongmei Chen, Peng Xie, Pengfei Zhang, Jia Liu, Tianrui Li
2021 J jnl
Double-local rough sets for efficient data mining.
Inf. Sci.
Guoqiang Wang, Tianrui Li, Pengfei Zhang, Qianqian Huang, Hongmei Chen
2021 J jnl
Face.evoLVe: A High-Performance Face Recognition Library.
CoRR
Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao
2021 J jnl
Information structures and uncertainty in an image information system.
J. Intell. Fuzzy Syst.
Gangqiang Zhang, Zhaowen Li, Pengfei Zhang, Ningxin Xie
2021 J jnl
Multi-source information fusion based on rough set theory: A review.
Inf. Fusion
Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu
2021 J jnl
On efficient key tag writing in RFID-enabled IoT.
Sci. China Inf. Sci.
Pengfei Zhang, Hao Liu, Jihong Yu
2021 J jnl
Stabilizing Frame Slotted Aloha-Based IoT Systems: A Geometric Ergodicity Perspective.
IEEE J. Sel. Areas Commun.
Jihong Yu, Pengfei Zhang, Lin Chen, Jiangchuan Liu, Rongrong Zhang, Kehao Wang, Jianping An
2021 Misc conf
Using 2-tuple Linguistic Model for Multi-source Set-valued Information Fusion.
ISKE
Feifei Yang, Pengfei Zhang
2020 J jnl
A novel three-way decision method in a hybrid information system with images and its application in medical diagnosis.
Eng. Appl. Artif. Intell.
Zhaowen Li, Pengfei Zhang, Ningxin Xie, Gangqiang Zhang, Ching-Feng Wen
2020 J jnl
Information Structures and Uncertainty measures in a Hybrid Information System: Gaussian Kernel Method.
Int. J. Fuzzy Syst.
Jiasheng Zeng, Zhaowen Li, Pengfei Zhang, Pei Wang
2019 J jnl
A three-way decision method based on Gaussian kernel in a hybrid information system with images: An application in medical diagnosis.
Appl. Soft Comput.
Pei Wang, Pengfei Zhang, Zhaowen Li
2019 J jnl
Information Structures and Uncertainty Measures in an Incomplete Probabilistic Set-Valued Information System.
IEEE Access
Xiaoliang Xie, Zhaowen Li, Pengfei Zhang, Gangqiang Zhang
2019 J jnl
Uncertainty Measurement for a Fuzzy Relation Information System.
IEEE Trans. Fuzzy Syst.
Zhaowen Li, Pengfei Zhang, Xun Ge, Ningxin Xie, Gangqiang Zhang, Ching-Feng Wen
2019 J jnl
Uncertainty measurement for a covering information system.
Soft Comput.
Zhaowen Li, Pengfei Zhang, Xun Ge, Ningxin Xie, Gangqiang Zhang
2018 J jnl
An Imbalanced Malicious Domains Detection Method Based on Passive DNS Traffic Analysis.
Secur. Commun. Networks
Zhenyan Liu, Yifei Zeng, Pengfei Zhang, Jingfeng Xue, Ji Zhang, Jiangtao Liu
2018 J jnl
Intelligent S-Plane Controller for Micro Unmanned Aerial Vehicle.
IEEE Access
Pengyun Chen, Yue Han, Pengfei Zhang, Yanqing Jiang
2016 J jnl
DKD: a fast
Comput. Animat. Virtual Worlds
Xin Yang, Qi Liu, Pengfei Zhang, Lutong Xin, Dongsheng Zhou, Yuxin Wang, Qiang Zhang, Xiaopeng Wei