Pengfei Zhang

According to our database, Pengfei Zhang authored at least 78 papers between 2016 and 2026.

Collaborative distances:

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

2026

An interpretable hybrid-domain fusion network for subjective memory concern diagnosis.

Jinyu Wen, Guanhua Zhang, Jiying Liu, Meie Fang, Pengfei Zhang, Weiping Ding, Herwig Unger

Inf. Fusion, 2026

Backdoor defense framework with sparse training and detection in federated learning.

Yingna Li, Yongde Wang, Haoheng Yuan, Pengfei Zhang, Wei Huang, Zhiquan Liu

Neurocomputing, 2026

Hypergraph topic neural network with cross-modal fusion for latent treatment pattern recommendation.

Xin Min, Wei Li, Weidong Xie, Pengfei Zhang, Chuanbiao Wen, Weiping Ding

Eng. Appl. Artif. Intell., 2026

GAM-MSF-YOLO: An enhanced deep learning approach for real-time monitoring of mouse void spot assays.

Junan Yan, Shutong Pang, Lingxuan Yin, Xianping Li, Chunhui Yuan, Jun Li, Wei Shao, Guoxian Deng, Pengfei Zhang, Jiangheng Guan, Jiwei Yao

Biomed. Signal Process. Control., 2026

Deep multi-view clustering algorithm with integrated auto-encoder and non-negative matrix factorization.

Dexian Wang, Sha Yang, Ping Deng, Zheng Yu, Qiaofeng Wu, Wei Huang, Pengfei Zhang, Weiping Ding

Appl. Soft Comput., 2026

2025

FedMDKGE: Multi-granularity Dynamic Knowledge Graph Embedding in Federated Learning.

Wei Huang, Junling Chen, Dexian Wang, Pengfei Zhang, Jia Liu, Tianrui Li

Int. J. Comput. Intell. Syst., December, 2025

Rough set interpretation to RBF neural network.

Dayong Deng, Jie Wang, Zhixuan Deng, Keyu Liu, Pengfei Zhang

Int. J. Mach. Learn. Cybern., August, 2025

ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets.

Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li

IEEE Trans. Fuzzy Syst., July, 2025

Big data fusion with knowledge graph: a comprehensive overview.

Jia Liu, Ruotian Lan, Yajun Du, Xipeng Yuan, Huan Xu, Tianrui Li, Wei Huang, Pengfei Zhang

Appl. Intell., May, 2025

Jointly Learning Type-Aware Relations and Inter-Aspect with Graph Convolutional Networks for Aspect Sentiment Analysis.

Liansong Zong, Dongfeng Hu, Qingchi Gui, Pengfei Zhang, Jie Wang

Neural Process. Lett., February, 2025

FAHC: frequency adaptive hypergraph constraint for collaborative filtering.

Yu Tang, Lilan Peng, Zhendong Wu, Jie Hu, Pengfei Zhang, Hongchun Lu

Appl. Intell., February, 2025

Inter-class Separable Anchor Concept Factorization on Bipartite Graph.

Pengfei Zhang, Guiyuan Jiang, Kehan Kang, Junyu Dong, Chong Peng

Knowl. Based Syst., 2025

NDRIDC: NMF-based deep representation algorithm for incomplete data clustering.

Dexian Wang, Zonglin Li, Sha Yang, Tianrui Ren, Pengfei Zhang, Ping Deng, Tianrui Li

Knowl. Based Syst., 2025

Information fusion and feature selection for multi-source data utilizing Dempster-Shafer evidence theory and K-nearest neighbors.

Pengfei Zhang, Qinli Zhang, Jingxin Liu, Dexian Wang, Hua Ye, Xiabing Zhang, Tianrui Li

Inf. Sci., 2025

Outlier detection based on multiple information extraction.

Dayong Deng, Tong Chen, Zhixuan Deng, Tianrui Li, Pengfei Zhang

Inf. Sci., 2025

I2QD: Unsupervised feature selection via information quality, quantity, and difference degree.

Pengfei Zhang, Yuxin Zhao, Lvhui Hu, Dexian Wang, Lilan Peng, Zhong Li, Herwig Unger, Tianrui Li

Inf. Process. Manag., 2025

Information fusion for large-scale multi-source data based on the Dempster-Shafer evidence theory.

Qinli Zhang, Pengfei Zhang, Tianrui Li

Inf. Fusion, 2025

FFS-MCC: Fusing approximation and fuzzy uncertainty measures for feature selection with multi-correlation collaboration.

Jihong Wan, Xiaoping Li, Pengfei Zhang, Hongmei Chen, Xiaocao Ouyang, Tianrui Li, Kay Chen Tan

Inf. Fusion, 2025

An approach to calculate conceptual distance across multi-granularity based on three-way partial order structure.

Enliang Yan, Pengfei Zhang, Tianyong Hao, Tao Zhang, Jianping Yu, Yuncheng Jiang, Yuan Yang

Int. J. Approx. Reason., 2025

Central-peripheral nervous system activation in exoskeleton modes: A Granger causality analysis via EEG-EMG fusion.

Xiabing Zhang, Yuqin Li, Pengfei Zhang, Dexian Wang, Guang Yao, Peng Xu

Expert Syst. Appl., 2025

Interactive streaming feature selection based on neighborhood rough sets.

Gangqiang Zhang, Jingjing Hu, Jing Yang, Pengfei Zhang

Eng. Appl. Artif. Intell., 2025

Feature selection for label distribution learning based on neighborhood fuzzy rough sets.

Zhixuan Deng, Tianrui Li, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng

Appl. Soft Comput., 2025

2024

Leveraging Local Density Decision Labeling and Fuzzy Dependency for Semi-supervised Feature Selection.

Gangqiang Zhang, Jingjing Hu, Pengfei Zhang

Int. J. Fuzzy Syst., November, 2024

Dynamic Feature Selection Based on F-fuzzy Rough Set for Label Distribution Learning.

Dayong Deng, Tong Chen, Zhixuan Deng, Keyu Liu, Pengfei Zhang

Int. J. Fuzzy Syst., November, 2024

DNSRF: Deep Network-based Semi-NMF Representation Framework.

Dexian Wang, Tianrui Li, Ping Deng, Zhipeng Luo, Pengfei Zhang, Keyu Liu, Wei Huang

ACM Trans. Intell. Syst. Technol., October, 2024

Rcoco: contrastive collective link prediction across multiplex network in Riemannian space.

Li Sun, Mengjie Li, Yong Yang, Xiao Li, Lin Liu, Pengfei Zhang, Haohua Du

Int. J. Mach. Learn. Cybern., September, 2024

F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records.

Qiucen Li, Zedong Du, Qiu Li, Pengfei Zhang, Huicen Guo, Xiaodi Huang, Dan Lin, Zhikui Chen

Memetic Comput., September, 2024

Feature Selection for Handling Label Ambiguity Using Weighted Label-Fuzzy Relevancy and Redundancy.

Zhixuan Deng, Tianrui Li, Dayong Deng, Keyu Liu, Zhipeng Luo, Pengfei Zhang

IEEE Trans. Fuzzy Syst., August, 2024

Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space.

Tengyu Yin, Hongmei Chen, Jihong Wan, Pengfei Zhang, Shi-Jinn Horng, Tianrui Li

Inf. Fusion, April, 2024

Heterogeneous Feature Selection Based on Neighborhood Combination Entropy.

Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang

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

Feature selection based on probability and mathematical expectation.

Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng

Int. J. Mach. Learn. Cybern., February, 2024

An autoencoder-like deep NMF representation learning algorithm for clustering.

Dexian Wang, Pengfei Zhang, Ping Deng, Qiao-Feng Wu, Wei Chen, Tao Jiang, Wei Huang, Tianrui Li

Knowl. Based Syst., 2024

Scene-aware classifier and re-detector for thermal infrared tracking.

Qingbo Ji, Pengfei Zhang, Kuicheng Chen, Lei Zhang, Changbo Hou

J. Vis. Commun. Image Represent., 2024

Study on Fine-Grained Visual Classification of Low-Resolution Urinary Erythrocyte.

Qingbo Ji, Tingshuo Yin, Pengfei Zhang, Qingquan Liu, Changbo Hou

J. Imaging Inform. Medicine, 2024

A multi-scale information fusion-based multiple correlations for unsupervised attribute selection.

Pengfei Zhang, Dexian Wang, Zheng Yu, Yujie Zhang, Tao Jiang, Tianrui Li

Inf. Fusion, 2024

FedDAF: Federated deep attention fusion for dangerous driving behavior detection.

Jia Liu, Nijing Yang, Yan-Li Lee, Wei Huang, Yajun Du, Tianrui Li, Pengfei Zhang

Inf. Fusion, 2024

Unsupervised video forecasting with flow parsing mechanism of human visual system.

Beibei Jin, Xiaohui Song, Jindong Li, Pengfei Zhang

Eng. Appl. Artif. Intell., 2024

Three-way decision based island harmony search algorithm for robust flow-shop scheduling with uncertain processing times depicted by big data.

Bing Wang, Pengfei Zhang, Xiaozhi Wang, Quanke Pan

Appl. Soft Comput., 2024

A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric.

Yongming Luo, Jingjing Hu, Gangqiang Zhang, Pengfei Zhang, Ying Xie, Zhaomin Kuang, Xingji Zeng, Shushi Li

Appl. Soft Comput., 2024

A Dynamic Unsupervised Feature Selection Method Based on Information Sets and Fuzzy Rough Sets.

Yuxin Zhao, Pengfei Zhang, Dexian Wang, Tianrui Li

Proceedings of the Rough Sets - International Joint Conference, 2024

Fine-Grained Bipartite Concept Factorization for Clustering.

Chong Peng, Pengfei Zhang, Yongyong Chen, Zhao Kang, Chenglizhao Chen, Qiang Shawn Cheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Fast attribute reduction via inconsistent equivalence classes for large-scale data.

Guoqiang Wang, Pengfei Zhang, Dexian Wang, Hongmei Chen, Tianrui Li

Int. J. Approx. Reason., December, 2023

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.

Pengfei Zhang, Wei Chen, Kewei Zhao, Xiaowen Qiu, Tao Li, Xingzhuang Zhu, Peng Sun, Chunsheng Wang, Yipeng Song

BMC Medical Imaging, December, 2023

A multi-view clustering algorithm based on deep semi-NMF.

Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma

Inf. Fusion, November, 2023

Cooperative Positioning Method of a Multi-UAV Based on an Adaptive Fault-Tolerant Federated Filter.

Pengfei Zhang, Zhenhua Ma, Yin He, Yawen Li, Wenzheng Cheng

Sensors, October, 2023

A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures.

Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang

IEEE Trans. Fuzzy Syst., September, 2023

Navigation-Oriented Topological Model Construction Algorithm for Complex Indoor Space.

Litao Han, Hu Qiao, Zeyu Li, Mengfan Liu, Pengfei Zhang

ISPRS Int. J. Geo Inf., June, 2023

A multi-source information fusion model for outlier detection.

Pengfei Zhang, Tianrui Li, Guoqiang Wang, Dexian Wang, Pei Lai, Fan Zhang

Inf. Fusion, May, 2023

A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization.

Dexian Wang, Tianrui Li, Ping Deng, Fan Zhang, Wei Huang, Pengfei Zhang, Jia Liu

ACM Trans. Knowl. Discov. Data, 2023

MSIF: Multi-source information fusion based on information sets.

Feifei Yang, Pengfei Zhang

J. Intell. Fuzzy Syst., 2023

Modality Meets Long-Term Tracker: A Siamese Dual Fusion Framework for Tracking UAV.

Zhihao Zhang, Lei Jin, Shengjie Li, Jianqiang Xia, Jun Wang, Zun Li, Zheng Zhu, Wenhan Yang, Pengfei Zhang, Jian Zhao, Bo Zhang

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information.

Zhong Yuan, Hongmei Chen, Pengfei Zhang, Jihong Wan, Tianrui Li

IEEE Trans. Fuzzy Syst., 2022

ASTM: Developing the web service for anthrax related spatiotemporal characteristics and meteorology study.

Shiwei Fan, Ming Xiao, Boyu Sun, Weizhong Zhou, Qingrong Chen, Weimin Lv, Pengfei Zhang, Le Zhang

Quant. Biol., 2022

Student-<i>t</i> kernelized fuzzy rough set model with fuzzy divergence for feature selection.

Xiaoling Yang, Hongmei Chen, Tianrui Li, Pengfei Zhang, Chuan Luo

Inf. Sci., 2022

Dual graph-regularized sparse concept factorization for clustering.

Dexian Wang, Tianrui Li, Ping Deng, Hongjun Wang, Pengfei Zhang

Inf. Sci., 2022

Granular cabin: An efficient solution to neighborhood learning in big data.

Keyu Liu, Tianrui Li, Xibei Yang, Xin Yang, Dun Liu, Pengfei Zhang, Jie Wang

Inf. Sci., 2022

Feature selection for label distribution learning using dual-similarity based neighborhood fuzzy entropy.

Zhixuan Deng, Tianrui Li, Dayong Deng, Keyu Liu, Pengfei Zhang, Shiming Zhang, Zhipeng Luo

Inf. Sci., 2022

A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data.

Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du

Inf. Fusion, 2022

Face.evoLVe: A cross-platform library for high-performance face analytics.

Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao

Neurocomputing, 2022

AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets.

Pengfei Zhang, Tianrui Li, Chuan Luo, Guoqiang Wang

Int. J. Approx. Reason., 2022

Exploiting fuzzy rough mutual information for feature selection.

Zhihong Wang, Hongmei Chen, Zhong Yuan, Xiaoling Yang, Pengfei Zhang, Tianrui Li

Appl. Soft Comput., 2022

2021

Stabilizing Frame Slotted Aloha-Based IoT Systems: A Geometric Ergodicity Perspective.

Jihong Yu, Pengfei Zhang, Lin Chen, Jiangchuan Liu, Rongrong Zhang, Kehao Wang, Jianping An

IEEE J. Sel. Areas Commun., 2021

Information structures and uncertainty in an image information system.

Gangqiang Zhang, Zhaowen Li, Pengfei Zhang, Ningxin Xie

J. Intell. Fuzzy Syst., 2021

Double-local rough sets for efficient data mining.

Guoqiang Wang, Tianrui Li, Pengfei Zhang, Qianqian Huang, Hongmei Chen

Inf. Sci., 2021

Multi-source information fusion based on rough set theory: A review.

Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu

Inf. Fusion, 2021

Face.evoLVe: A High-Performance Face Recognition Library.

Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao

CoRR, 2021

On efficient key tag writing in RFID-enabled IoT.

Pengfei Zhang, Hao Liu, Jihong Yu

Sci. China Inf. Sci., 2021

Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions.

Zhong Yuan, Hongmei Chen, Peng Xie, Pengfei Zhang, Jia Liu, Tianrui Li

Appl. Soft Comput., 2021

Using 2-tuple Linguistic Model for Multi-source Set-valued Information Fusion.

Feifei Yang, Pengfei Zhang

Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021

2020

Information Structures and Uncertainty measures in a Hybrid Information System: Gaussian Kernel Method.

Jiasheng Zeng, Zhaowen Li, Pengfei Zhang, Pei Wang

Int. J. Fuzzy Syst., 2020

A novel three-way decision method in a hybrid information system with images and its application in medical diagnosis.

Zhaowen Li, Pengfei Zhang, Ningxin Xie, Gangqiang Zhang, Ching-Feng Wen

Eng. Appl. Artif. Intell., 2020

2019

Uncertainty Measurement for a Fuzzy Relation Information System.

Zhaowen Li, Pengfei Zhang, Xun Ge, Ningxin Xie, Gangqiang Zhang, Ching-Feng Wen

IEEE Trans. Fuzzy Syst., 2019

Uncertainty measurement for a covering information system.

Zhaowen Li, Pengfei Zhang, Xun Ge, Ningxin Xie, Gangqiang Zhang

Soft Comput., 2019

A three-way decision method based on Gaussian kernel in a hybrid information system with images: An application in medical diagnosis.

Pei Wang, Pengfei Zhang, Zhaowen Li

Appl. Soft Comput., 2019

Information Structures and Uncertainty Measures in an Incomplete Probabilistic Set-Valued Information System.

Xiaoliang Xie, Zhaowen Li, Pengfei Zhang, Gangqiang Zhang

IEEE Access, 2019

2018

An Imbalanced Malicious Domains Detection Method Based on Passive DNS Traffic Analysis.

Zhenyan Liu, Yifei Zeng, Pengfei Zhang, Jingfeng Xue, Ji Zhang, Jiangtao Liu

Secur. Commun. Networks, 2018

Intelligent S-Plane Controller for Micro Unmanned Aerial Vehicle.

Pengyun Chen, Yue Han, Pengfei Zhang, Yanqing Jiang

IEEE Access, 2018

2016

DKD: a fast <i>k</i>-d tree update design for dynamic scenes.

Xin Yang, Qi Liu, Pengfei Zhang, Lutong Xin, Dongsheng Zhou, Yuxin Wang, Qiang Zhang, Xiaopeng Wei

Comput. Animat. Virtual Worlds, 2016