Liyong Zhang

74 papers C 2Journal 57Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Deep Neural Network Framework With Granular Ball Embedding for Imbalanced Fault Diagnosis: Design and Analysis.
IEEE Trans. Ind. Informatics
Meng-Wei Li, Zhen-Sheng Zang, Wei Lu, Liyong Zhang, Witold Pedrycz
2026 J jnl
Dynamic correlations modeling and imputation of incomplete time series based on multi-scale adaptive graph neural network.
Expert Syst. Appl.
Zhi Sun, Xiaochen Lai, Quanli Liu, Liyong Zhang
2026 J jnl
Imputation for incomplete data based on granulated single output neural network group.
Expert Syst. Appl.
Meitong Chen, Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz
2026 J jnl
SuperOcc: Toward Cohesive Temporal Modeling for Superquadric-based Occupancy Prediction.
CoRR
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
2025 J jnl
A hierarchical neural network structure and collaborative learning for incomplete data classification.
Neurocomputing
Zhi Sun, Hang Lu, Liyong Zhang, Xiaochen Lai, Wei Lu
2025 J jnl
Dynamic graph-based bilateral recurrent imputation network for multivariate time series.
Neural Networks
Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, Zhuohan Li
2025 J jnl
Incomplete data modeling based on alternate update of clustering and autoencoder for missing value imputation.
Neural Comput. Appl.
Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, Zhuohan Li
2025 J jnl
Ratai: recurrent autoencoder with imputation units and temporal attention for multivariate time series imputation.
Artif. Intell. Rev.
Xiaochen Lai, Yachen Yao, Jichong Mu, Wei Lu, Liyong Zhang
2025 J jnl
Research and experiment on pepper recognition based on improved convolutional neural network algorithm.
Discov. Artif. Intell.
Liyong Zhang, Zhanquan Qiao, Shougang Zhang, Guanbo Wang, Feipeng Yu, Ruili Fan, Juan Tang, Wenxiang Wang, Jing Wang, Taotao Xia, Yehu Jiang, Fangkun Wei, Yutian Niu
2025 J jnl
Segment-Based Graph Convolutional Network for Imputation of Missing Values Caused by Sensor Fault and Its Application in Aeroengines.
IEEE Trans. Instrum. Meas.
Zheng Zhang, Xiaochen Lai, Liyong Zhang
2025 J jnl
Temporal decomposition and attribute correlation differentiation at multiple scales: A graph imputation network for incomplete multivariate time series.
Knowl. Based Syst.
Ditong Chen, Liyong Zhang, Xiaochen Lai, Wei Lu, Zhuohan Li
2025 J jnl
Tracking-removed neural network with graph information for classification of incomplete data.
Appl. Intell.
Xiaochen Lai, Zheng Zhang, Hui Chen, Liyong Zhang, Zhuohan Li, Wei Lu
2025 J jnl
UWB Sensors Optimization Deployment for Narrow and Long Space Environments.
IEEE Access
Bo Cao, Liyong Zhang, Menghui Han, Menglan Li, Biyong Xu, Qiliang Zeng, Guanpei Bao, Zhihua Yao
2024 J jnl
A Linguistically Interpretable Deep Fuzzy Classification System With Feature Transformation and Reconstruction.
IEEE Trans. Fuzzy Syst.
Zhen-Sheng Zang, Rui Yin, Wei Lu, Witold Pedrycz, Liyong Zhang
2024 J jnl
A Novel Dual-Band Power Divider With Controllable Power Ratio and Phase Difference.
IEEE Access
Chuanliang He, Bo Zhang, Jian Du, Guolong Zhen, Pu Xu, Xianwang Yang, Xiaolong Wang, Liyong Zhang
2024 J jnl
An Anchor-Free Dual-Branch Approach for Real-Time Metro Passenger Detection.
IEEE Trans. Instrum. Meas.
Quanli Liu, Mingqi Wei, Wei Wang, Liyong Zhang, Xiaoguang Zhao
2024 J jnl
DALNet: A Rail Detection Network Based on Dynamic Anchor Line.
IEEE Trans. Instrum. Meas.
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
2024 J jnl
Fuzzy neuron modeling of incomplete data for missing value imputation.
Inf. Sci.
Zheng Zhang, Xiaoming Yan, Liyong Zhang, Xiaochen Lai, Wei Lu
2024 — conf
Laboratory equipment image data patrol device based on Internet of Things.
CVIPPR
Liyong Zhang
2024 J jnl
PolarBEVDet: Exploring Polar Representation for Multi-View 3D Object Detection in Bird's-Eye-View.
CoRR
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
2023 — conf
A Conflict Early Warning Platform Based on Multidimensional Personnel Relationships and Event Association Model.
CAIBDA
Zuocheng Wang, Yanli Luo, Yunjie Ma, Xiaosi Wang, Liyong Zhang, Meng Peng
2023 J jnl
A hybrid-model optimization algorithm based on the Gaussian process and particle swarm optimization for mixed-variable CNN hyperparameter automatic search.
Frontiers Inf. Technol. Electron. Eng.
Han Yan, Chongquan Zhong, Yuhu Wu, Liyong Zhang, Wei Lu
2023 J jnl
A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification.
Inf. Sci.
Rui Yin, Xuejun Pan, Liyong Zhang, Jianhua Yang, Wei Lu
2023 J jnl
DALNet: A Rail Detection Network Based on Dynamic Anchor Line.
CoRR
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
2022 J jnl
A multivariate time series segmentation algorithm for analyzing the operating statuses of tunnel boring machines.
Knowl. Based Syst.
Yong Pang, Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
2022 J jnl
ANNPDP: An Efficient and Stable Evaluation Engine for Large-Scale Policy Sets.
IEEE Trans. Serv. Comput.
Fan Deng, Zhenhua Yu, Liyong Zhang, Jiawei Wang, Kexin Feng, Wenbin Kong, Lingyu Li, Jiawen Wu
2022 J jnl
Image feature selection embedded distribution differences between classes for convolutional neural network.
Appl. Soft Comput.
Dezheng Liu, Liyong Zhang, Xiaochen Lai, Hui Liu
2022 J jnl
Improvement on PDP Evaluation Performance Based on Neural Networks and SGDK-means Algorithm.
Soft Comput.
Fan Deng, Zhenhua Yu, Houbing Song, Liyong Zhang, Xi Song, Min Zhang, Zhenyu Zhang, Yu Mei
2022 — conf
Multivariate Time Series Imputation Based on Residual GRU and AANN.
ICCDA
Jianming Yang, Xiaochen Lai, Liyong Zhang
2022 J jnl
Online rescue method based on offline learning of dynamics knowledge for launch vehicles under thrust-drop fault.
Appl. Soft Comput.
Xiao He, Shujun Tan, Zhigang Wu, Liyong Zhang
2022 J jnl
PR-FCM: A polynomial regression-based fuzzy C-means algorithm for attribute-associated data.
Inf. Sci.
Yong Pang, Maolin Shi, Liyong Zhang, Xueguan Song, Wei Sun
2022 J jnl
The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu
2021 J jnl
Attribute-Associated Neuron Modeling and Missing Value Imputation for Incomplete Data.
Wirel. Commun. Mob. Comput.
Xiaochen Lai, Jinchong Zhu, Liyong Zhang, Zheng Zhang, Wei Lu
2021 J jnl
Autoencoder-based multi-task learning for imputation and classification of incomplete data.
Appl. Soft Comput.
Xiaochen Lai, Xia Wu, Liyong Zhang
2021 — conf
Imbalanced-type Incomplete Data Fuzzy Modeling and Missing Value Imputations.
ICMLSC
Xiaochen Lai, Yidan Lu, Liyong Zhang, Yi Feng, Genglin Zhang
2021 J jnl
Long-term prediction of time series using fuzzy cognitive maps.
Eng. Appl. Artif. Intell.
Guoliang Feng, Liyong Zhang, Jianhua Yang, Wei Lu
2021 — conf
Takagi-Sugeno Modeling for missing value imputations based on RReliefF Iterative Learning.
ICCDA
Yidan Lu, Xiaochen Lai, Liyong Zhang, Juchao Song, Zheng Zhang, Dapeng Gao
2020 J jnl
A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine.
Knowl. Based Syst.
Maolin Shi, Tianci Zhang, Liyong Zhang, Wei Sun, Xueguan Song
2020 J jnl
Clustering and supervised response for XACML policy evaluation and management.
Knowl. Based Syst.
Fan Deng, Zhenhua Yu, Liyong Zhang, Xiaodong Ge, Ruiyu Zhao, Xiaotong Li, Yuhao Ma, Yang Yan, Zhe Wen
2020 J jnl
Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems.
IEEE Trans. Fuzzy Syst.
Wei Lu, Guoliang Feng, Xiaodong Liu, Witold Pedrycz, Liyong Zhang, Jianhua Yang
2020 C conf
Imputation of Incomplete Data Based on Attribute Cross Fitting Model and Iterative Missing Value Variables.
ISNN
Jinchong Zhu, Liyong Zhang, Xiaochen Lai, Genglin Zhang
2020 J jnl
Takagi-Sugeno Modeling of Incomplete Data for Missing Value Imputation With the Use of Alternate Learning.
IEEE Access
Xiaochen Lai, Liyong Zhang, Xin Liu
2019 — conf
A Hierarchical Missing Value Imputation Method by Correlation-Based K-Nearest Neighbors.
IntelliSys (1)
Xin Liu, Xiaochen Lai, Liyong Zhang
2019 J jnl
A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine.
Knowl. Based Syst.
Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
2019 J jnl
Establishment of rule dictionary for efficient XACML policy management.
Knowl. Based Syst.
Fan Deng, Liyong Zhang, Changyu Zhang, Hao Ban, Chang-Dong Wang, Minghao Shi, Chao Chen, Enti Zhang
2019 J jnl
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox.
IEEE Trans. Fuzzy Syst.
Wei Lu, Dan Shan, Witold Pedrycz, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2019 — conf
Imputation Using a Correlation-Enhanced Auto-Associative Neural Network with Dynamic Processing of Missing Values.
ISNN (1)
Xiaochen Lai, Xia Wu, Liyong Zhang, Genglin Zhang
2019 J jnl
Imputations of missing values using a tracking-removed autoencoder trained with incomplete data.
Neurocomputing
Xiaochen Lai, Xia Wu, Liyong Zhang, Wei Lu, Chongquan Zhong
2019 — conf
Missing Value Imputations by Rule-Based Incomplete Data Fuzzy Modeling.
ICC
Xiaochen Lai, Xin Liu, Liyong Zhang, Chi Lin, Mohammad S. Obaidat, Kuei-Fang Hsiao
2019 J jnl
The linguistic modeling of interval-valued time series: A perspective of granular computing.
Inf. Sci.
Wei Lu, Wei Zhou, Dan Shan, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2018 J jnl
Establishment of attribute bitmaps for efficient XACML policy evaluation.
Knowl. Based Syst.
Fan Deng, Shiyu Wang, Liyong Zhang, Xiaoqian Wei, Jingping Yu
2017 J jnl
Automatic Monitoring of continuous rigid frame Bridges by a magneto-elastic effect method.
Int. J. Robotics Autom.
Xiaogang Li, Jianting Zhou, Liyong Zhang, Jun Yang, Yangjian Xiao
2017 J jnl
Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data.
Int. J. Approx. Reason.
Liyong Zhang, Wanxie Zhong, Chongquan Zhong, Wei Lu, Xiaodong Liu, Witold Pedrycz
2017 J jnl
Interval kernel Fuzzy C-Means clustering of incomplete data.
Neurocomputing
Tianhao Li, Liyong Zhang, Wei Lu, Hui Hou, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
2016 J jnl
A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value.
Int. J. Intell. Syst.
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong, Lu Wang
2016 J jnl
Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.
Knowl. Based Syst.
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
2016 J jnl
The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series.
Appl. Soft Comput.
Wei Lu, Liyong Zhang, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2015 J jnl
A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights.
Int. J. Intell. Syst.
Wei Lu, Liyong Zhang, Xiaodong Liu, Jianhua Yang, Witold Pedrycz
2015 J jnl
A hybrid clustering algorithm based on missing attribute interval estimation for incomplete data.
Pattern Anal. Appl.
Li Zhang, Zhaohong Bing, Liyong Zhang
2014 J jnl
An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.
Expert Syst. Appl.
Liyong Zhang, Witold Pedrycz, Wei Lu, Xiaodong Liu, Li Zhang
2013 J jnl
A hybrid genetic algorithm-fuzzy c-means approach for incomplete data clustering based on nearest-neighbor intervals.
Soft Comput.
Dan Li, Hong Gu, Liyong Zhang
2013 J jnl
The Linguistic Forecasting of Time Series using Improved Fuzzy Cognitive Map.
Int. J. Comput. Intell. Appl.
Wei Lu, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2013 J jnl
XML data exchange with target constraints.
Inf. Process. Manag.
Zijing Tan, Liyong Zhang, Wei Wang, Baile Shi
2012 — conf
Low complexity frequency domain decision feedback turbo equalization with optimized symbol mapping.
WCSP
Zhengfa Liang, Hengzhu Liu, Dongpei Liu, Liyong Zhang
2011 — conf
Improving XML Data Quality with Functional Dependencies.
DASFAA (1)
Zijing Tan, Liyong Zhang
2011 J jnl
Repairing XML functional dependency violations.
Inf. Sci.
Zijing Tan, Liyong Zhang
2010 — conf
A Proactive Approach to Load Balancing of Workflow Execution in a SaaS Environment.
SOSE
Liyong Zhang, Yan Wen, Yanbo Han
2010 J jnl
A fuzzy c-means clustering algorithm based on nearest-neighbor intervals for incomplete data.
Expert Syst. Appl.
Dan Li, Hong Gu, Liyong Zhang
2010 — conf
Fuzzy c-means clustering of partially missing data sets based on statistical representation.
FSKD
Dan Li, Chongquan Zhong, Liyong Zhang
2009 — conf
An Integrating Data Mining Algorithm in Mobile Target Vectoring Based on Kalman Filter.
JCAI
Liqi Wang, Mingyi Wang, Liyong Zhang
2009 — conf
Collaborative Optimization of Clustering by Fuzzy c-means and Weight Determination by ReliefF.
FSKD (1)
Liyong Zhang, Dan Li, Chongquan Zhong
2007 — conf
Leveraging Legacy Workflow Capabilities in a Grid Environment.
GCC
Liyong Zhang, Zhuofeng Zhao, Houfu Li
2006 J jnl
Client-Centric Adaptive Scheduling of Service-Oriented Applications.
J. Comput. Sci. Technol.
Jing Wang, Liyong Zhang, Yanbo Han
2006 C conf
Task-Role-Based Access Control in Application on MIS.
APSCC
Li Zhang, Lili Luo, Liyong Zhang, Tiesuo Geng, Zongge Yue