Xiaodong Liu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 56

Top Venues

IEEE Trans. Fuzzy Syst.

Neurocomputing

IEEE Trans. Cybern.

Inf. Sci.

Publications

Hongyue Guo, Mengjun Wan, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation. IEEE Trans. Cybern. 54 (2) (2024)
Bo Wang, Xiaodong Liu, Ming Chi, Yao Li
Bayesian network based probabilistic weighted high-order fuzzy time series forecasting. Expert Syst. Appl. 237 (Part C) (2024)
Yan Fang, Qi Lang, Wei Lu, Xiaodong Liu, Jianhua Yang
Hierarchical knowledge graph relationship prediction leverage of axiomatic fuzzy set graph structure. Expert Syst. Appl. 251 (2024)
Zhiwei Wang, Qi Lang, Xiaodong Liu, Wenlin Jing
A multi-view graph learning model with dual strategies for solving math word problems. Neurocomputing 587 (2024)
Yan Fang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Qi Lang, Jianhua Yang
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yashuang Mu, Kai Hou, Zihao Zhang, Hongyue Guo, Lidong Wang, Xiaodong Liu
A dynamic programming-based data-adaptive information granulation approach and its distributed implementation. Appl. Intell. 53 (20) (2023)
Qi Lang, Xiaodong Liu, Wenjuan Jia
AFS Graph: Multidimensional Axiomatic Fuzzy Set Knowledge Graph for Open-Domain Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Hongyue Guo, Haibo Kuang, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Trend-Based Granular Representation of Time Series and its Application in Clustering. IEEE Trans. Cybern. 52 (9) (2022)
Yuangang Wang, Haoran Liu, Wenjuan Jia, Shuo Guan, Xiaodong Liu, Xiaodong Duan
Deep Fuzzy Rule-Based Classification System With Improved Wang-Mendel Method. IEEE Trans. Fuzzy Syst. 30 (8) (2022)
Wenjuan Jia, Xiaodong Liu, Yuangang Wang, Witold Pedrycz, Juxiang Zhou
Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM. IEEE Trans. Cybern. 52 (6) (2022)
Yashuang Mu, Jiangyong Wang, Wei Wei, Hongyue Guo, Lidong Wang, Xiaodong Liu
Information granulation-based fuzzy partition in decision tree induction. Inf. Sci. 608 (2022)
Lidong Wang, Fang Zhao, Hongyue Guo, Xiaodong Liu, Witold Pedrycz
Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Jing Guo, Wei Lu, Jianhua Yang, Xiaodong Liu
A rule-based granular model development for interval-valued time series. Int. J. Approx. Reason. 136 (2021)
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method. IEEE Trans. Fuzzy Syst. 29 (7) (2021)
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces. IEEE Trans. Cybern. 51 (5) (2021)
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy. IEEE Trans. Cybern. 51 (4) (2021)
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Information Granulation-Based Fuzzy Clustering of Time Series. IEEE Trans. Cybern. 51 (12) (2021)
Qi Lang, Xuejun Pan, Xiaodong Liu
A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation. IEEE Access 8 (2020)
Yashuang Mu, Xiaodong Liu, Lidong Wang, Juxiang Zhou
A parallel fuzzy rule-base based decision tree in the framework of map-reduce. Pattern Recognit. 103 (2020)
Xiaodong Liu, Wenjuan Jia, Wanquan Liu, Witold Pedrycz
AFSSE: An Interpretable Classifier With Axiomatic Fuzzy Set and Semantic Entropy. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Yashuang Mu, Lidong Wang, Xiaodong Liu
Dynamic programming based fuzzy partition in fuzzy decision tree induction. J. Intell. Fuzzy Syst. 39 (5) (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)
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)
Wenjuan Jia, Yingjie Deng, Chenyang Xin, Xiaodong Liu, Witold Pedrycz
A classification algorithm with Linear Discriminant Analysis and Axiomatic Fuzzy Sets. Math. Found. Comput. 2 (1) (2019)
Juxiang Zhou, Xiaodong Liu, Wanquan Liu, Jianhou Gan
Image retrieval based on effective feature extraction and diffusion process. Multim. Tools Appl. 78 (5) (2019)
Hongyue Guo, Lidong Wang, Xiaodong Liu
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series. Int. J. Mach. Learn. Cybern. 10 (11) (2019)
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
Fuzzy time series forecasting based on axiomatic fuzzy set theory. Neural Comput. Appl. 31 (8) (2019)
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy. CoRR (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)
Yashuang Mu, Xiaodong Liu, Lidong Wang, Aamer Bilal Asghar
A parallel tree node splitting criterion for fuzzy decision trees. Concurr. Comput. Pract. Exp. 31 (17) (2019)
Aamer Bilal Asghar, Xiaodong Liu
Estimation of wind speed probability distribution and wind energy potential using adaptive neuro-fuzzy methodology. Neurocomputing 287 (2018)
Juxiang Zhou, Xiaodong Liu, Tianwei Xu, Jianhou Gan, Wanquan Liu
A new fusion approach for content based image retrieval with color histogram and local directional pattern. Int. J. Mach. Learn. Cybern. 9 (4) (2018)
Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Jing Wang, Lidong Wang, Xiaodong Liu, Yan Ren, Ye Yuan
Color-Based Image Retrieval Using Proximity Space Theory. Algorithms 11 (8) (2018)
Aamer Bilal Asghar, Xiaodong Liu
Adaptive neuro-fuzzy algorithm to estimate effective wind speed and optimal rotor speed for variable-speed wind turbine. Neurocomputing 272 (2018)
Yashuang Mu, Lidong Wang, Xiaodong Liu
A fast rank mutual information based decision tree and its implementation via Map-Reduce. Concurr. Comput. Pract. Exp. 30 (10) (2018)
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Lidong Wang, Yanjun Wang, Xiaodong Liu
Prioritized Aggregation Operators and Correlated Aggregation Operators for Hesitant 2-Tuple Linguistic Variables. Symmetry 10 (2) (2018)
Yashuang Mu, Xiaodong Liu, Lidong Wang
A Pearson's correlation coefficient based decision tree and its parallel implementation. Inf. Sci. 435 (2018)
Yuangang Wang, Xiaodong Duan, Xiaodong Liu, Cunrui Wang, Zedong Li
A spectral clustering method with semantic interpretation based on axiomatic fuzzy set theory. Appl. Soft Comput. 64 (2018)
Xiaodong Duan, Yuangang Wang, Witold Pedrycz, Xiaodong Liu, Cunrui Wang, Zedong Li
AFSNN: A Classification Algorithm Using Axiomatic Fuzzy Sets and Neural Networks. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Yanli Meng, Yifei Liu, Lidong Wang, Xiaodong Liu
Fuzzy Assignment Model Of Server In Finite Source Queuing System. ICNC-FSKD (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)
Aamer Bilal Asghar, Xiaodong Liu
Estimation of wind turbine power coefficient by adaptive neuro-fuzzy methodology. Neurocomputing 238 (2017)
Lidong Wang, Xiaodong Liu, Jinhai Li
AFS-Based Formal Concept Analysis on Multi-valued Context. IJCRS (2) (2017)
Lidong Wang, Binquan Liao, Xiaodong Liu, Jingxia Liu
Possibility-Based ELECTRE II Method with Uncertain Linguistic Fuzzy Variables. Int. J. Pattern Recognit. Artif. Intell. 31 (9) (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)
Yashuang Mu, Xiaodong Liu, Zhihao Yang, Xiaolin Liu
A parallel C4.5 decision tree algorithm based on MapReduce. Concurr. Comput. Pract. Exp. 29 (8) (2017)
Lanlan Gu, Hongyue Guo, Xiaodong Liu
Fuzzy time series forecasting based on information granule and neural network. Int. J. Comput. Sci. Eng. 15 (1/2) (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)
Xin Wang, Witold Pedrycz, Adam Gacek, Xiaodong Liu
From numeric data to information granules: A design through clustering and the principle of justifiable granularity. Knowl. Based Syst. 101 (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)
Yuangang Wang, Xiaodong Duan, Xiaodong Liu, Cunrui Wang, Zedong Li
Semantic description method for face features of larger Chinese ethnic groups based on improved WM method. Neurocomputing 175 (2016)
Zhubin Sun, Xiaodong Liu, Hongyue Guo
A method for constructing the Composite Indicator of business cycles based on information granulation and Dynamic Time Warping. Knowl. Based Syst. 101 (2016)
Weina Wang, Witold Pedrycz, Xiaodong Liu
Time series long-term forecasting model based on information granules and fuzzy clustering. Eng. Appl. Artif. Intell. 41 (2015)
Weina Wang, Xiaodong Liu
Fuzzy forecasting based on automatic clustering and axiomatic fuzzy set classification. Inf. Sci. 294 (2015)
Wei Lu, Xueyan Chen, Witold Pedrycz, Xiaodong Liu, Jianhua Yang
Using interval information granules to improve forecasting in fuzzy time series. Int. J. Approx. Reason. 57 (2015)
Xianchang Wang, Xiaodong Liu, Witold Pedrycz, Lishi Zhang
Fuzzy rule based decision trees. Pattern Recognit. 48 (1) (2015)
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)
Xiaodong Liu, Xianchang Wang, Witold Pedrycz
Fuzzy clustering with semantic interpretation. Appl. Soft Comput. 26 (2015)
Wei Lu, Witold Pedrycz, Xiaodong Liu, Jianhua Yang, Peng Li
The modeling of time series based on fuzzy information granules. Expert Syst. Appl. 41 (8) (2014)
Xinyu Qiao, Zhenying Li, Wei Lu, Xiaodong Liu
Data-based fuzzy rules extraction method for classification. FUZZ-IEEE (2014)
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)
Xiaojuan Tian, Xiaodong Liu, Lidong Wang
An improved PROMETHEE II method based on Axiomatic Fuzzy Sets. Neural Comput. Appl. 25 (7-8) (2014)
Witold Pedrycz, Wei Lu, Xiaodong Liu, Wei Wang, Lizhong Wang
Human-centric analysis and interpretation of time series: a perspective of granular computing. Soft Comput. 18 (12) (2014)
Wei Lu, Jianhua Yang, Xiaodong Liu, Witold Pedrycz
The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering. Knowl. Based Syst. 70 (2014)
Lizhu Wang, Xiaodong Liu, Witold Pedrycz, Yongyun Shao
Determination of temporal information granules to improve forecasting in fuzzy time series. Expert Syst. Appl. 41 (6) (2014)
Wei Lu, Jianhua Yang, Xiaodong Liu
Numerical Prediction of Time Series Based on FCMs with Information Granules. Int. J. Comput. Commun. Control 9 (3) (2014)
Yongyun Shao, Xiaodong Liu, Xin Sun, Qingling Zhang
admissibility for discrete-time singular delay systems. Inf. Sci. 279 (2014)
Xianchang Wang, Xiaodong Liu, Lishi Zhang
A rapid fuzzy rule clustering method based on granular computing. Appl. Soft Comput. 24 (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)
Lizhu Wang, Xiaodong Liu, Witold Pedrycz
Effective intervals determined by information granules to improve forecasting in fuzzy time series. Expert Syst. Appl. 40 (14) (2013)
Mingliang Xue, Wanquan Liu, Xiaodong Liu
A novel weighted fuzzy LDA for face recognition using the genetic algorithm. Neural Comput. Appl. 22 (7-8) (2013)
Xiaodong Liu, Xinghua Feng, Witold Pedrycz
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach. Data Knowl. Eng. 84 (2013)
Wei Lu, Jianhua Yang, Xiaodong Liu
The linguistic forecasting of time series based on fuzzy cognitive maps. IFSA/NAFIPS (2013)
Huaguang Zhang, Feisheng Yang, Xiaodong Liu, Qingling Zhang
Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Xinghua Feng, Xiaodong Liu
Mining fuzzy rules based on pattern trees. IFSA/NAFIPS (2013)
Lidong Wang, Xiaodong Liu, Yashuang Mu
The Global k-Means Clustering Analysis Based on Multi-Granulations Nearness Neighborhood. Math. Comput. Sci. 7 (1) (2013)
Yan Ren, Xiaodong Liu, Wanquan Liu
DBCAMM: A novel density based clustering algorithm via using the Mahalanobis metric. Appl. Soft Comput. 12 (5) (2012)
Lidong Wang, Xiaodong Liu, Wangren Qiu
Nearness approximation space based on axiomatic fuzzy sets. Int. J. Approx. Reason. 53 (2) (2012)
Wangren Qiu, Xiaodong Liu, Lidong Wang
Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees. Expert Syst. Appl. 39 (9) (2012)
Xin Wang, Xiaodong Liu, Witold Pedrycz, Xiaolei Zhu, Guangfei Hu
Mining axiomatic fuzzy set association rules for classification problems. Eur. J. Oper. Res. 218 (1) (2012)
Lidong Wang, Yan Ren, Xiaodong Liu
Development of Near Sets Within the Framework of Axiomatic Fuzzy Sets. Fundam. Informaticae 118 (3) (2012)
Lidong Wang, Xiaodong Liu, Xin Wang
AFS-Based Formal Concept Analysis within the Logic Description of Granules. RSCTC (2012)
Yongyun Shao, Xiaodong Liu, Xin Sun, Zhan Su
A new admissibility condition of discrete-time singular systems with time-varying delays. Int. J. Autom. Comput. 9 (5) (2012)
Wei Lu, Jianhua Yang, Xiaodong Liu
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm. J. Comput. 7 (10) (2012)
Chong Lu, Xiaodong Liu, Wanquan Liu
Face recognition based on two dimensional locality preserving projections in frequency domain. Neurocomputing 98 (2012)
Lidong Wang, Xiaodong Liu, Xiaojuan Tian
A Generalization of Near Set Model. RSKT (2011)
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
An Innovative Weighted 2DLDA Approach for Face Recognition. J. Signal Process. Syst. 65 (1) (2011)
Lidong Wang, Xiaodong Liu, Jiannong Cao
A new algebraic structure for formal concept analysis. Inf. Sci. 180 (24) (2010)
Chong Lu, Xiaodong Liu, Wanquan Liu
Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain. LSMS/ICSEE (2010)
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
An Innovative Weighted 2DLDA Approach for Face Recognition. PCM (2009)
Li Li, Xiaodong Liu, Tianyou Chai
control of T-S fuzzy systems with interval time-varying delay. Fuzzy Sets Syst. 160 (12) (2009)
Xiaodong Liu, Witold Pedrycz, Tianyou Chai, Mingli Song
The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets. IEEE Trans. Knowl. Data Eng. 21 (3) (2009)
Lidong Wang, Xiaodong Liu
A new model of evaluating concept similarity. Knowl. Based Syst. 21 (8) (2008)
Lidong Wang, Xiaodong Liu
Concept analysis via rough set and AFS algebra. Inf. Sci. 178 (21) (2008)
Chong Lu, Wanquan Liu, Xiaodong Liu, Senjian An
Double Sides 2DPCA for Face Recognition. ICIC (1) (2008)
Xiaodong Liu, Witold Pedrycz
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic. Appl. Soft Comput. 7 (1) (2007)

Xiaodong Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xiaodong Liu