Liyong Zhang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 42

Top Topics

Incomplete Data

Tunnel Boring Machine

Top Venues

Knowl. Based Syst.

Appl. Soft Comput.

IEEE Trans. Fuzzy Syst.

Publications

Zhen-Sheng Zang, Rui Yin, Wei Lu, Witold Pedrycz, Liyong Zhang
A Linguistically Interpretable Deep Fuzzy Classification System With Feature Transformation and Reconstruction. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
DALNet: A Rail Detection Network Based on Dynamic Anchor Line. IEEE Trans. Instrum. Meas. 73 (2024)
Zheng Zhang, Xiaoming Yan, Liyong Zhang, Xiaochen Lai, Wei Lu
Fuzzy neuron modeling of incomplete data for missing value imputation. Inf. Sci. 659 (2024)
Liyong Zhang
Laboratory equipment image data patrol device based on Internet of Things. CVIPPR (2024)
Quanli Liu, Mingqi Wei, Wei Wang, Liyong Zhang, Xiaoguang Zhao
An Anchor-Free Dual-Branch Approach for Real-Time Metro Passenger Detection. IEEE Trans. Instrum. Meas. 73 (2024)
Han Yan, Chongquan Zhong, Yuhu Wu, Liyong Zhang, Wei Lu
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. 24 (11) (2023)
Zuocheng Wang, Yanli Luo, Yunjie Ma, Xiaosi Wang, Liyong Zhang, Meng Peng
A Conflict Early Warning Platform Based on Multidimensional Personnel Relationships and Event Association Model. CAIBDA (2023)
Rui Yin, Xuejun Pan, Liyong Zhang, Jianhua Yang, Wei Lu
A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification. Inf. Sci. 633 (2023)
Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao
DALNet: A Rail Detection Network Based on Dynamic Anchor Line. CoRR (2023)
Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu
The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach. IEEE Trans. Syst. Man Cybern. Syst. 52 (10) (2022)
Yong Pang, Maolin Shi, Liyong Zhang, Xueguan Song, Wei Sun
PR-FCM: A polynomial regression-based fuzzy C-means algorithm for attribute-associated data. Inf. Sci. 585 (2022)
Yong Pang, Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
A multivariate time series segmentation algorithm for analyzing the operating statuses of tunnel boring machines. Knowl. Based Syst. 242 (2022)
Dezheng Liu, Liyong Zhang, Xiaochen Lai, Hui Liu
Image feature selection embedded distribution differences between classes for convolutional neural network. Appl. Soft Comput. 131 (2022)
Fan Deng, Zhenhua Yu, Liyong Zhang, Jiawei Wang, Kexin Feng, Wenbin Kong, Lingyu Li, Jiawen Wu
ANNPDP: An Efficient and Stable Evaluation Engine for Large-Scale Policy Sets. IEEE Trans. Serv. Comput. 15 (4) (2022)
Xiao He, Shujun Tan, Zhigang Wu, Liyong Zhang
Online rescue method based on offline learning of dynamics knowledge for launch vehicles under thrust-drop fault. Appl. Soft Comput. 114 (2022)
Fan Deng, Zhenhua Yu, Houbing Song, Liyong Zhang, Xi Song, Min Zhang, Zhenyu Zhang, Yu Mei
Improvement on PDP Evaluation Performance Based on Neural Networks and SGDK-means Algorithm. Soft Comput. 26 (6) (2022)
Jianming Yang, Xiaochen Lai, Liyong Zhang
Multivariate Time Series Imputation Based on Residual GRU and AANN. ICCDA (2022)
Guoliang Feng, Liyong Zhang, Jianhua Yang, Wei Lu
Long-term prediction of time series using fuzzy cognitive maps. Eng. Appl. Artif. Intell. 102 (2021)
Xiaochen Lai, Yidan Lu, Liyong Zhang, Yi Feng, Genglin Zhang
Imbalanced-type Incomplete Data Fuzzy Modeling and Missing Value Imputations. ICMLSC (2021)
Yidan Lu, Xiaochen Lai, Liyong Zhang, Juchao Song, Zheng Zhang, Dapeng Gao
Takagi-Sugeno Modeling for missing value imputations based on RReliefF Iterative Learning. ICCDA (2021)
Xiaochen Lai, Jinchong Zhu, Liyong Zhang, Zheng Zhang, Wei Lu
Attribute-Associated Neuron Modeling and Missing Value Imputation for Incomplete Data. Wirel. Commun. Mob. Comput. 2021 (2021)
Xiaochen Lai, Xia Wu, Liyong Zhang
Autoencoder-based multi-task learning for imputation and classification of incomplete data. Appl. Soft Comput. 98 (2021)
Maolin Shi, Tianci Zhang, Liyong Zhang, Wei Sun, Xueguan Song
A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine. Knowl. Based Syst. 191 (2020)
Jinchong Zhu, Liyong Zhang, Xiaochen Lai, Genglin Zhang
Imputation of Incomplete Data Based on Attribute Cross Fitting Model and Iterative Missing Value Variables. ISNN (2020)
Xiaochen Lai, Liyong Zhang, Xin Liu
Takagi-Sugeno Modeling of Incomplete Data for Missing Value Imputation With the Use of Alternate Learning. IEEE Access 8 (2020)
Fan Deng, Zhenhua Yu, Liyong Zhang, Xiaodong Ge, Ruiyu Zhao, Xiaotong Li, Yuhao Ma, Yang Yan, Zhe Wen
Clustering and supervised response for XACML policy evaluation and management. Knowl. Based Syst. 205 (2020)
Wei Lu, Guoliang Feng, Xiaodong Liu, Witold Pedrycz, Liyong Zhang, Jianhua Yang
Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Xiaochen Lai, Xia Wu, Liyong Zhang, Genglin Zhang
Imputation Using a Correlation-Enhanced Auto-Associative Neural Network with Dynamic Processing of Missing Values. ISNN (1) (2019)
Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song
A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine. Knowl. Based Syst. 182 (2019)
Wei Lu, Dan Shan, Witold Pedrycz, Liyong Zhang, Jianhua Yang, Xiaodong Liu
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox. IEEE Trans. Fuzzy Syst. 27 (4) (2019)
Xin Liu, Xiaochen Lai, Liyong Zhang
A Hierarchical Missing Value Imputation Method by Correlation-Based K-Nearest Neighbors. IntelliSys (1) (2019)
Xiaochen Lai, Xia Wu, Liyong Zhang, Wei Lu, Chongquan Zhong
Imputations of missing values using a tracking-removed autoencoder trained with incomplete data. Neurocomputing 366 (2019)
Fan Deng, Liyong Zhang, Changyu Zhang, Hao Ban, Chang-Dong Wang, Minghao Shi, Chao Chen, Enti Zhang
Establishment of rule dictionary for efficient XACML policy management. Knowl. Based Syst. 175 (2019)
Xiaochen Lai, Xin Liu, Liyong Zhang, Chi Lin, Mohammad S. Obaidat, Kuei-Fang Hsiao
Missing Value Imputations by Rule-Based Incomplete Data Fuzzy Modeling. ICC (2019)
Wei Lu, Wei Zhou, Dan Shan, Liyong Zhang, Jianhua Yang, Xiaodong Liu
The linguistic modeling of interval-valued time series: A perspective of granular computing. Inf. Sci. 478 (2019)
Fan Deng, Shiyu Wang, Liyong Zhang, Xiaoqian Wei, Jingping Yu
Establishment of attribute bitmaps for efficient XACML policy evaluation. Knowl. Based Syst. 143 (2018)
Liyong Zhang, Wanxie Zhong, Chongquan Zhong, Wei Lu, Xiaodong Liu, Witold Pedrycz
Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data. Int. J. Approx. Reason. 90 (2017)
Xiaogang Li, Jianting Zhou, Liyong Zhang, Jun Yang, Yangjian Xiao
Automatic Monitoring of continuous rigid frame Bridges by a magneto-elastic effect method. Int. J. Robotics Autom. 32 (1) (2017)
Tianhao Li, Liyong Zhang, Wei Lu, Hui Hou, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
Interval kernel Fuzzy C-Means clustering of incomplete data. Neurocomputing 237 (2017)
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong, Lu Wang
A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value. Int. J. Intell. Syst. 31 (4) (2016)
Wei Lu, Liyong Zhang, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
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. 42 (2016)
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values. Knowl. Based Syst. 99 (2016)
Wei Lu, Liyong Zhang, Xiaodong Liu, Jianhua Yang, Witold Pedrycz
A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights. Int. J. Intell. Syst. 30 (2) (2015)
Li Zhang, Zhaohong Bing, Liyong Zhang
A hybrid clustering algorithm based on missing attribute interval estimation for incomplete data. Pattern Anal. Appl. 18 (2) (2015)
Liyong Zhang, Witold Pedrycz, Wei Lu, Xiaodong Liu, Li Zhang
An interval weighed fuzzy c-means clustering by genetically guided alternating optimization. Expert Syst. Appl. 41 (13) (2014)
Wei Lu, Liyong Zhang, Jianhua Yang, Xiaodong Liu
The Linguistic Forecasting of Time Series using Improved Fuzzy Cognitive Map. Int. J. Comput. Intell. Appl. 12 (3) (2013)
Zijing Tan, Liyong Zhang, Wei Wang, Baile Shi
XML data exchange with target constraints. Inf. Process. Manag. 49 (2) (2013)
Dan Li, Hong Gu, Liyong Zhang
A hybrid genetic algorithm-fuzzy c-means approach for incomplete data clustering based on nearest-neighbor intervals. Soft Comput. 17 (10) (2013)
Zhengfa Liang, Hengzhu Liu, Dongpei Liu, Liyong Zhang
Low complexity frequency domain decision feedback turbo equalization with optimized symbol mapping. WCSP (2012)
Zijing Tan, Liyong Zhang
Repairing XML functional dependency violations. Inf. Sci. 181 (23) (2011)
Zijing Tan, Liyong Zhang
Improving XML Data Quality with Functional Dependencies. DASFAA (1) (2011)
Dan Li, Chongquan Zhong, Liyong Zhang
Fuzzy c-means clustering of partially missing data sets based on statistical representation. FSKD (2010)
Dan Li, Hong Gu, Liyong Zhang
A fuzzy c-means clustering algorithm based on nearest-neighbor intervals for incomplete data. Expert Syst. Appl. 37 (10) (2010)
Liyong Zhang, Yan Wen, Yanbo Han
A Proactive Approach to Load Balancing of Workflow Execution in a SaaS Environment. SOSE (2010)
Liqi Wang, Mingyi Wang, Liyong Zhang
An Integrating Data Mining Algorithm in Mobile Target Vectoring Based on Kalman Filter. JCAI (2009)
Liyong Zhang, Dan Li, Chongquan Zhong
Collaborative Optimization of Clustering by Fuzzy c-means and Weight Determination by ReliefF. FSKD (1) (2009)
Liyong Zhang, Zhuofeng Zhao, Houfu Li
Leveraging Legacy Workflow Capabilities in a Grid Environment. GCC (2007)
Li Zhang, Lili Luo, Liyong Zhang, Tiesuo Geng, Zongge Yue
Task-Role-Based Access Control in Application on MIS. APSCC (2006)
Jing Wang, Liyong Zhang, Yanbo Han
Client-Centric Adaptive Scheduling of Service-Oriented Applications. J. Comput. Sci. Technol. 21 (4) (2006)