Liyong Zhang

According to our database, Liyong Zhang authored at least 55 papers between 2006 and 2024.

Collaborative distances:

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

2024

Fuzzy neuron modeling of incomplete data for missing value imputation.

Zheng Zhang, Xiaoming Yan, Liyong Zhang, Xiaochen Lai, Wei Lu

Inf. Sci., February, 2024

DALNet: A Rail Detection Network Based on Dynamic Anchor Line.

Zichen Yu, Quanli Liu, Wei Wang, Liyong Zhang, Xiaoguang Zhao

IEEE Trans. Instrum. Meas., 2024

2023

A hybrid-model optimization algorithm based on the Gaussian process and particle swarm optimization for mixed-variable CNN hyperparameter automatic search.

Han Yan, Chongquan Zhong, Yuhu Wu, Liyong Zhang, Wei Lu

Frontiers Inf. Technol. Electron. Eng., November, 2023

A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification.

Rui Yin, Xuejun Pan, Liyong Zhang, Jianhua Yang, Wei Lu

Inf. Sci., July, 2023

A Conflict Early Warning Platform Based on Multidimensional Personnel Relationships and Event Association Model.

Zuocheng Wang, Yanli Luo, Yunjie Ma, Xiaosi Wang, Liyong Zhang, Meng Peng

Proceedings of the Advances in Artificial Intelligence, Big Data and Algorithms - Proceedings of the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA 2023), 2023

2022

The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach.

Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu

IEEE Trans. Syst. Man Cybern. Syst., 2022

ANNPDP: An Efficient and Stable Evaluation Engine for Large-Scale Policy Sets.

Fan Deng, Zhenhua Yu, Liyong Zhang, Jiawei Wang, Kexin Feng, Wenbin Kong, Lingyu Li, Jiawen Wu

IEEE Trans. Serv. Comput., 2022

Improvement on PDP Evaluation Performance Based on Neural Networks and SGDK-means Algorithm.

Fan Deng, Zhenhua Yu, Houbing Song, Liyong Zhang, Xi Song, Min Zhang, Zhenyu Zhang, Yu Mei

Soft Comput., 2022

A multivariate time series segmentation algorithm for analyzing the operating statuses of tunnel boring machines.

Yong Pang, Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song

Knowl. Based Syst., 2022

PR-FCM: A polynomial regression-based fuzzy C-means algorithm for attribute-associated data.

Yong Pang, Maolin Shi, Liyong Zhang, Xueguan Song, Wei Sun

Inf. Sci., 2022

Image feature selection embedded distribution differences between classes for convolutional neural network.

Dezheng Liu, Liyong Zhang, Xiaochen Lai, Hui Liu

Appl. Soft Comput., 2022

Online rescue method based on offline learning of dynamics knowledge for launch vehicles under thrust-drop fault.

Xiao He, Shujun Tan, Zhigang Wu, Liyong Zhang

Appl. Soft Comput., 2022

Multivariate Time Series Imputation Based on Residual GRU and AANN.

Jianming Yang, Xiaochen Lai, Liyong Zhang

Proceedings of the ICCDA 2022: The 6th International Conference on Compute and Data Analysis, Virtual Event / Shanghai, China, February 25, 2022

2021

Attribute-Associated Neuron Modeling and Missing Value Imputation for Incomplete Data.

Xiaochen Lai, Jinchong Zhu, Liyong Zhang, Zheng Zhang, Wei Lu

Wirel. Commun. Mob. Comput., 2021

Long-term prediction of time series using fuzzy cognitive maps.

Guoliang Feng, Liyong Zhang, Jianhua Yang, Wei Lu

Eng. Appl. Artif. Intell., 2021

Autoencoder-based multi-task learning for imputation and classification of incomplete data.

Xiaochen Lai, Xia Wu, Liyong Zhang

Appl. Soft Comput., 2021

Imbalanced-type Incomplete Data Fuzzy Modeling and Missing Value Imputations.

Xiaochen Lai, Yidan Lu, Liyong Zhang, Yi Feng, Genglin Zhang

Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

Takagi-Sugeno Modeling for missing value imputations based on RReliefF Iterative Learning.

Yidan Lu, Xiaochen Lai, Liyong Zhang, Juchao Song, Zheng Zhang, Dapeng Gao

Proceedings of the ICCDA 2021: The 5th International Conference on Compute and Data Analysis, 2021

2020

Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems.

Wei Lu, Guoliang Feng, Xiaodong Liu, Witold Pedrycz, Liyong Zhang, Jianhua Yang

IEEE Trans. Fuzzy Syst., 2020

A fuzzy c-means algorithm based on the relationship among attributes of data and its application in tunnel boring machine.

Maolin Shi, Tianci Zhang, Liyong Zhang, Wei Sun, Xueguan Song

Knowl. Based Syst., 2020

Clustering and supervised response for XACML policy evaluation and management.

Fan Deng, Zhenhua Yu, Liyong Zhang, Xiaodong Ge, Ruiyu Zhao, Xiaotong Li, Yuhao Ma, Yang Yan, Zhe Wen

Knowl. Based Syst., 2020

Takagi-Sugeno Modeling of Incomplete Data for Missing Value Imputation With the Use of Alternate Learning.

Xiaochen Lai, Liyong Zhang, Xin Liu

IEEE Access, 2020

Imputation of Incomplete Data Based on Attribute Cross Fitting Model and Iterative Missing Value Variables.

Jinchong Zhu, Liyong Zhang, Xiaochen Lai, Genglin Zhang

Proceedings of the Advances in Neural Networks - ISNN 2020, 2020

2019

Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox.

Wei Lu, Dan Shan, Witold Pedrycz, Liyong Zhang, Jianhua Yang, Xiaodong Liu

IEEE Trans. Fuzzy Syst., 2019

A fuzzy c-means algorithm guided by attribute correlations and its application in the big data analysis of tunnel boring machine.

Maolin Shi, Liyong Zhang, Wei Sun, Xueguan Song

Knowl. Based Syst., 2019

Establishment of rule dictionary for efficient XACML policy management.

Fan Deng, Liyong Zhang, Changyu Zhang, Hao Ban, Chang-Dong Wang, Minghao Shi, Chao Chen, Enti Zhang

Knowl. Based Syst., 2019

The linguistic modeling of interval-valued time series: A perspective of granular computing.

Wei Lu, Wei Zhou, Dan Shan, Liyong Zhang, Jianhua Yang, Xiaodong Liu

Inf. Sci., 2019

Imputations of missing values using a tracking-removed autoencoder trained with incomplete data.

Xiaochen Lai, Xia Wu, Liyong Zhang, Wei Lu, Chongquan Zhong

Neurocomputing, 2019

Imputation Using a Correlation-Enhanced Auto-Associative Neural Network with Dynamic Processing of Missing Values.

Xiaochen Lai, Xia Wu, Liyong Zhang, Genglin Zhang

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

A Hierarchical Missing Value Imputation Method by Correlation-Based K-Nearest Neighbors.

Xin Liu, Xiaochen Lai, Liyong Zhang

Proceedings of the Intelligent Systems and Applications, 2019

Missing Value Imputations by Rule-Based Incomplete Data Fuzzy Modeling.

Xiaochen Lai, Xin Liu, Liyong Zhang, Chi Lin, Mohammad S. Obaidat, Kuei-Fang Hsiao

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Establishment of attribute bitmaps for efficient XACML policy evaluation.

Fan Deng, Shiyu Wang, Liyong Zhang, Xiaoqian Wei, Jingping Yu

Knowl. Based Syst., 2018

2017

Automatic Monitoring of continuous rigid frame Bridges by a magneto-elastic effect method.

Xiaogang Li, Jianting Zhou, Liyong Zhang, Jun Yang, Yangjian Xiao

Int. J. Robotics Autom., 2017

Interval kernel Fuzzy C-Means clustering of incomplete data.

Tianhao Li, Liyong Zhang, Wei Lu, Hui Hou, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong

Neurocomputing, 2017

Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data.

Liyong Zhang, Wanxie Zhong, Chongquan Zhong, Wei Lu, Xiaodong Liu, Witold Pedrycz

Int. J. Approx. Reason., 2017

2016

Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.

Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong

Knowl. Based Syst., 2016

A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value.

Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong, Lu Wang

Int. J. Intell. Syst., 2016

The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series.

Wei Lu, Liyong Zhang, Witold Pedrycz, Jianhua Yang, Xiaodong Liu

Appl. Soft Comput., 2016

2015

A hybrid clustering algorithm based on missing attribute interval estimation for incomplete data.

Li Zhang, Zhaohong Bing, Liyong Zhang

Pattern Anal. Appl., 2015

A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights.

Wei Lu, Liyong Zhang, Xiaodong Liu, Jianhua Yang, Witold Pedrycz

Int. J. Intell. Syst., 2015

2014

An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.

Liyong Zhang, Witold Pedrycz, Wei Lu, Xiaodong Liu, Li Zhang

Expert Syst. Appl., 2014

2013

A hybrid genetic algorithm-fuzzy c-means approach for incomplete data clustering based on nearest-neighbor intervals.

Dan Li, Hong Gu, Liyong Zhang

Soft Comput., 2013

XML data exchange with target constraints.

Zijing Tan, Liyong Zhang, Wei Wang, Baile Shi

Inf. Process. Manag., 2013

The Linguistic Forecasting of Time Series using Improved Fuzzy Cognitive Map.

Wei Lu, Liyong Zhang, Jianhua Yang, Xiaodong Liu

Int. J. Comput. Intell. Appl., 2013

2012

Low complexity frequency domain decision feedback turbo equalization with optimized symbol mapping.

Zhengfa Liang, Hengzhu Liu, Dongpei Liu, Liyong Zhang

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

2011

Repairing XML functional dependency violations.

Zijing Tan, Liyong Zhang

Inf. Sci., 2011

Improving XML Data Quality with Functional Dependencies.

Zijing Tan, Liyong Zhang

Proceedings of the Database Systems for Advanced Applications, 2011

2010

A fuzzy c-means clustering algorithm based on nearest-neighbor intervals for incomplete data.

Dan Li, Hong Gu, Liyong Zhang

Expert Syst. Appl., 2010

A Proactive Approach to Load Balancing of Workflow Execution in a SaaS Environment.

Liyong Zhang, Yan Wen, Yanbo Han

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Fuzzy c-means clustering of partially missing data sets based on statistical representation.

Dan Li, Chongquan Zhong, Liyong Zhang

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009

An Integrating Data Mining Algorithm in Mobile Target Vectoring Based on Kalman Filter.

Liqi Wang, Mingyi Wang, Liyong Zhang

Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009

Collaborative Optimization of Clustering by Fuzzy c-means and Weight Determination by ReliefF.

Liyong Zhang, Dan Li, Chongquan Zhong

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2007

Leveraging Legacy Workflow Capabilities in a Grid Environment.

Liyong Zhang, Zhuofeng Zhao, Houfu Li

Proceedings of the Grid and Cooperative Computing, 2007

2006

Client-Centric Adaptive Scheduling of Service-Oriented Applications.

Jing Wang, Liyong Zhang, Yanbo Han

J. Comput. Sci. Technol., 2006

Task-Role-Based Access Control in Application on MIS.

Li Zhang, Lili Luo, Liyong Zhang, Tiesuo Geng, Zongge Yue

Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006