Xiaodong Liu

194 papers B 8C 7Journal 144Unranked 33
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data stream clustering via fuzzy similarity and diffusion-enhanced contextual affinity.
Inf. Sci.
Yao Li, Ming Chi, Wei Lu, Xiaodong Liu, Witold Pedrycz
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
Physics-Guided Spectral Neural Networks With Self-Discovered Partial Differential Equations for Sparse Field Reconstruction.
IEEE Trans. Ind. Informatics
Guolin Xiao, Qi Lang, Wei Lu, Xiaodong Liu
2025 J jnl
A Distributed Information Granulation Method for Time Series Clustering.
Concurr. Comput. Pract. Exp.
Yashuang Mu, Tian Liu, Wenqiang Zhang, Hongyue Guo, Lidong Wang, Xiaodong Liu
2025 J jnl
A transformer-based learning system for wart disease treatment based on axiomatic fuzzy set theory.
Netw. Model. Anal. Health Informatics Bioinform.
Wenjuan Jia, Jianshuai Zhang, Hongyue Guo, Lidong Wang, Xiaodong Liu
2025 J jnl
AFSPrompt: An Axiomatic Fuzzy Set Prompt Pipeline for Knowledge-Based VQA.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwei Wang, Qi Lang, Xiaodong Liu, Hao Zhang
2025 J jnl
Distributed output feedback fuzzy secure consensus control for nonlinear MASs against DoS attacks.
Inf. Sci.
Jun Zhang, Shaocheng Tong, Xiaodong Liu
2025 J jnl
Efficient data stream clustering via elastic sparse representation and Bayesian dictionary learning.
Expert Syst. Appl.
Yao Li, Ming Chi, Xiaodong Liu
2025 J jnl
Improvement of Scheduling Optimization of Cyber-Physical Systems Based on Petri Net and Intelligent Algorithm.
Symmetry
Yuhai Yang, Xiaodong Liu, Wei Lu
2025 J jnl
Knowledge graph completion with low-dimensional gated hierarchical hyperbolic embedding.
Knowl. Based Syst.
Yan Fang, Xiaodong Liu, Wei Lu, Witold Pedrycz, Qi Lang, Jianhua Yang
2025 J jnl
Question fuzzy-attention embedding Graph-to-Tree network for intelligent math word problem solver.
Neurocomputing
Qi Lang, Minghao Yin, Zhiwei Wang, Xiaodong Liu, Shuang Liang
2024 — conf
A Deep Reinforcement Learning Model for Portfolio Management Incorporating Historical Stock Prices and Risk Information.
ICDLT
Hao Zhang, Yan Fang, Xiaodong Liu
2024 J jnl
A Tree-Shaped Fuzzy Clustering Answer Retrieval Model Based on Question Alignment.
IEEE Trans. Fuzzy Syst.
Qi Lang, Witold Pedrycz, Xiaodong Liu, Yan Fang
2024 J jnl
A multi-view graph learning model with dual strategies for solving math word problems.
Neurocomputing
Zhiwei Wang, Qi Lang, Xiaodong Liu, Wenlin Jing
2024 — conf
An Approach for Stock Modeling and Prediction Using Latency-based HMM and Bayesian Network.
ICDLT
Yiqiong Xue, Xiaodong Liu
2024 J jnl
Bayesian network based probabilistic weighted high-order fuzzy time series forecasting.
Expert Syst. Appl.
Bo Wang, Xiaodong Liu, Ming Chi, Yao Li
2024 — conf
Design of a Sliding Mode Controller for the Ship Course Tracking Based on Fuzzy System Parameters Optimization.
ASCC
Chongzhang Wang, Xiaori Gao, Lidong Wang, Xiaodong Liu
2024 — conf
Futures Price Prediction Based on Multi-Feature Fusion Model.
ICDLT
Shuang Wu, Qi Lang, Xiaodong Liu
2024 J jnl
Granular computing-based time series anomaly pattern detection with semantic interpretation.
Appl. Soft Comput.
Hongyue Guo, Yashuang Mu, Lidong Wang, Xiaodong Liu, Witold Pedrycz
2024 J jnl
Hierarchical knowledge graph relationship prediction leverage of axiomatic fuzzy set graph structure.
Expert Syst. Appl.
Yan Fang, Qi Lang, Wei Lu, Xiaodong Liu, Jianhua Yang
2024 J jnl
Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation.
IEEE Trans. Cybern.
Hongyue Guo, Mengjun Wan, Lidong Wang, Xiaodong Liu, Witold Pedrycz
2024 B conf
YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8.
IJCNN
Xiaodong Liu, Hao Zhang, Wenyin Gong, Xiang Li
2023 J jnl
A dynamic programming-based data-adaptive information granulation approach and its distributed implementation.
Appl. Intell.
Yashuang Mu, Kai Hou, Zihao Zhang, Hongyue Guo, Lidong Wang, Xiaodong Liu
2023 J jnl
AFS Graph: Multidimensional Axiomatic Fuzzy Set Knowledge Graph for Open-Domain Question Answering.
IEEE Trans. Neural Networks Learn. Syst.
Qi Lang, Xiaodong Liu, Wenjuan Jia
2023 J jnl
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process.
Yan Fang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Qi Lang, Jianhua Yang
2023 J jnl
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching.
Inf. Sci.
Likui Wang, Lei Zhang, Xiangpeng Xie, Xiaodong Liu, Junhua Gu
2022 B conf
Data classification algorithm based on Information Granules included by AFS.
FUZZ-IEEE
Yanli Wang, Wei Lu, Xiaodong Liu, Xiaoyong Wang
2022 J jnl
Deep Fuzzy Rule-Based Classification System With Improved Wang-Mendel Method.
IEEE Trans. Fuzzy Syst.
Yuangang Wang, Haoran Liu, Wenjuan Jia, Shuo Guan, Xiaodong Liu, Xiaodong Duan
2022 J jnl
Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering.
IEEE Trans. Fuzzy Syst.
Hongyue Guo, Haibo Kuang, Lidong Wang, Xiaodong Liu, Witold Pedrycz
2022 J jnl
Information granulation-based fuzzy partition in decision tree induction.
Inf. Sci.
Yashuang Mu, Jiangyong Wang, Wei Wei, Hongyue Guo, Lidong Wang, Xiaodong Liu
2022 J jnl
Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM.
IEEE Trans. Cybern.
Wenjuan Jia, Xiaodong Liu, Yuangang Wang, Witold Pedrycz, Juxiang Zhou
2022 J jnl
Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity.
IEEE Trans. Fuzzy Syst.
Lidong Wang, Fang Zhao, Hongyue Guo, Xiaodong Liu, Witold Pedrycz
2022 J jnl
Trend-Based Granular Representation of Time Series and its Application in Clustering.
IEEE Trans. Cybern.
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
2021 J jnl
A rule-based granular model development for interval-valued time series.
Int. J. Approx. Reason.
Jing Guo, Wei Lu, Jianhua Yang, Xiaodong Liu
2021 J jnl
Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method.
IEEE Trans. Fuzzy Syst.
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2021 J jnl
Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces.
IEEE Trans. Cybern.
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2021 J jnl
Information Granulation-Based Fuzzy Clustering of Time Series.
IEEE Trans. Cybern.
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
2021 J jnl
Multi-level retrieval with semantic Axiomatic Fuzzy Set clustering for question answering.
Appl. Soft Comput.
Qi Lang, Xiaodong Liu, Yingjie Deng
2021 — conf
Study on least squares identification algorithm with slope parameter search optimization for fuzzy cognitive map.
SPAC
Xiaori Gao, Xiaodong Liu
2021 J jnl
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
IEEE Trans. Cybern.
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2020 J jnl
A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation.
IEEE Access
Qi Lang, Xuejun Pan, Xiaodong Liu
2020 J jnl
A new approach to local
J. Intell. Fuzzy Syst.
Guolin Hu, Likui Wang, Xiaodong Liu
2020 J jnl
A parallel fuzzy rule-base based decision tree in the framework of map-reduce.
Pattern Recognit.
Yashuang Mu, Xiaodong Liu, Lidong Wang, Juxiang Zhou
2020 J jnl
AFSSE: An Interpretable Classifier With Axiomatic Fuzzy Set and Semantic Entropy.
IEEE Trans. Fuzzy Syst.
Xiaodong Liu, Wenjuan Jia, Wanquan Liu, Witold Pedrycz
2020 J jnl
An Efficient Load Forecasting in Predictive Control Strategy Using Hybrid Neural Network.
J. Circuits Syst. Comput.
Shweta Sengar, Xiaodong Liu
2020 J jnl
Dynamic programming based fuzzy partition in fuzzy decision tree induction.
J. Intell. Fuzzy Syst.
Yashuang Mu, Lidong Wang, Xiaodong Liu
2020 J jnl
Ensemble approach for short term load forecasting in wind energy system using hybrid algorithm.
J. Ambient Intell. Humaniz. Comput.
Shweta Sengar, Xiaodong Liu
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 J jnl
Optimal electrical load forecasting for hybrid renewable resources through a hybrid memetic cuckoo search approach.
Soft Comput.
Shweta Sengar, Xiaodong Liu
2019 J jnl
A classification algorithm with Linear Discriminant Analysis and Axiomatic Fuzzy Sets.
Math. Found. Comput.
Wenjuan Jia, Yingjie Deng, Chenyang Xin, Xiaodong Liu, Witold Pedrycz
2019 J jnl
A parallel tree node splitting criterion for fuzzy decision trees.
Concurr. Comput. Pract. Exp.
Yashuang Mu, Xiaodong Liu, Lidong Wang, Aamer Bilal Asghar
2019 J jnl
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series.
Int. J. Mach. Learn. Cybern.
Hongyue Guo, Lidong Wang, Xiaodong Liu
2019 J jnl
Fuzzy time series forecasting based on axiomatic fuzzy set theory.
Neural Comput. Appl.
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
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 J jnl
Image retrieval based on effective feature extraction and diffusion process.
Multim. Tools Appl.
Juxiang Zhou, Xiaodong Liu, Wanquan Liu, Jianhou Gan
2019 J jnl
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
CoRR
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
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
A Pearson's correlation coefficient based decision tree and its parallel implementation.
Inf. Sci.
Yashuang Mu, Xiaodong Liu, Lidong Wang
2018 J jnl
A fast rank mutual information based decision tree and its implementation via Map-Reduce.
Concurr. Comput. Pract. Exp.
Yashuang Mu, Lidong Wang, Xiaodong Liu
2018 J jnl
A new fusion approach for content based image retrieval with color histogram and local directional pattern.
Int. J. Mach. Learn. Cybern.
Juxiang Zhou, Xiaodong Liu, Tianwei Xu, Jianhou Gan, Wanquan Liu
2018 J jnl
A spectral clustering method with semantic interpretation based on axiomatic fuzzy set theory.
Appl. Soft Comput.
Yuangang Wang, Xiaodong Duan, Xiaodong Liu, Cunrui Wang, Zedong Li
2018 J jnl
AFSNN: A Classification Algorithm Using Axiomatic Fuzzy Sets and Neural Networks.
IEEE Trans. Fuzzy Syst.
Xiaodong Duan, Yuangang Wang, Witold Pedrycz, Xiaodong Liu, Cunrui Wang, Zedong Li
2018 J jnl
Adaptive neuro-fuzzy algorithm to estimate effective wind speed and optimal rotor speed for variable-speed wind turbine.
Neurocomputing
Aamer Bilal Asghar, Xiaodong Liu
2018 J jnl
An extended approach to controller design of continuous-time Takagi-Sugeno fuzzy model.
J. Intell. Fuzzy Syst.
Guolin Hu, Xiaodong Liu, Likui Wang, Hongxing Li
2018 J jnl
Color-Based Image Retrieval Using Proximity Space Theory.
Algorithms
Jing Wang, Lidong Wang, Xiaodong Liu, Yan Ren, Ye Yuan
2018 J jnl
Estimation of wind speed probability distribution and wind energy potential using adaptive neuro-fuzzy methodology.
Neurocomputing
Aamer Bilal Asghar, Xiaodong Liu
2018 J jnl
Further studies on H
Inf. Sci.
Likui Wang, Xiaodong Liu, Huaguang Zhang
2018 — conf
Fuzzy Assignment Model Of Server In Finite Source Queuing System.
ICNC-FSKD
Yanli Meng, Yifei Liu, Lidong Wang, Xiaodong Liu
2018 J jnl
Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series.
IEEE Trans. Fuzzy Syst.
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
2018 J jnl
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory.
WIREs Data Mining Knowl. Discov.
Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li
2018 — conf
Message from the QUORS 2018 Workshop Organizers.
COMPSAC (2)
Xiaodong Liu, Hongji Yang
2018 J jnl
Prioritized Aggregation Operators and Correlated Aggregation Operators for Hesitant 2-Tuple Linguistic Variables.
Symmetry
Lidong Wang, Yanjun Wang, Xiaodong Liu
2017 J jnl
A parallel C4.5 decision tree algorithm based on MapReduce.
Concurr. Comput. Pract. Exp.
Yashuang Mu, Xiaodong Liu, Zhihao Yang, Xiaolin Liu
2017 — conf
AFS-Based Formal Concept Analysis on Multi-valued Context.
IJCRS (2)
Lidong Wang, Xiaodong Liu, Jinhai Li
2017 J jnl
Estimation of wind turbine power coefficient by adaptive neuro-fuzzy methodology.
Neurocomputing
Aamer Bilal Asghar, Xiaodong Liu
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
Fuzzy time series forecasting based on information granule and neural network.
Int. J. Comput. Sci. Eng.
Lanlan Gu, Hongyue Guo, Xiaodong Liu
2017 J jnl
Improved delay-dependent stability criteria for generalized neural networks with time-varying delays.
Inf. Sci.
Bin Yang, Juan Wang, Xiaodong Liu
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
2017 J jnl
Observer-based tracking control using unmeasurable premise variables for time-delay switched fuzzy systems.
J. Intell. Fuzzy Syst.
Hong Yang, Xiaodong Liu, Le Zhang
2017 J jnl
Possibility-Based ELECTRE II Method with Uncertain Linguistic Fuzzy Variables.
Int. J. Pattern Recognit. Artif. Intell.
Lidong Wang, Binquan Liao, Xiaodong Liu, Jingxia Liu
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
A method for constructing the Composite Indicator of business cycles based on information granulation and Dynamic Time Warping.
Knowl. Based Syst.
Zhubin Sun, Xiaodong Liu, Hongyue Guo
2016 J jnl
From numeric data to information granules: A design through clustering and the principle of justifiable granularity.
Knowl. Based Syst.
Xin Wang, Witold Pedrycz, Adam Gacek, Xiaodong Liu
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
H
Neurocomputing
Li Kui Wang, Jia Li Peng, Xiaodong Liu
2016 J jnl
H
IEEE Trans. Cybern.
Li Kui Wang, Huaguang Zhang, Xiaodong Liu
2016 — conf
Message from the QUORS Workshop Organizers.
COMPSAC Workshops
Xiaodong Liu, Hongji Yang
2016 J jnl
Semantic description method for face features of larger Chinese ethnic groups based on improved WM method.
Neurocomputing
Yuangang Wang, Xiaodong Duan, Xiaodong Liu, Cunrui Wang, Zedong Li
2016 — conf
Subspace Learning Based Low-Rank Representation.
ACCV (1)
Kewei Tang, Xiaodong Liu, Zhixun Su, Wei Jiang, Jiangxin Dong
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
2016 J jnl
Trend analysis of land surface temperatures using time series segmentation algorithm.
J. Intell. Fuzzy Syst.
Nini Wang, Jun Xia, Jianchuan Yin, 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
An approach to observer design of continuous-time Takagi-Sugeno fuzzy model with bounded disturbances.
Inf. Sci.
Li Kui Wang, Jia Li Peng, Xiaodong Liu, Huaguang Zhang
2015 J jnl
Batch gradient training method with smoothing ℓ
Neural Comput. Appl.
Huisheng Zhang, Yanli Tang, Xiaodong Liu
2015 J jnl
Further study on local stabilization of continuous-time nonlinear systems presented as Takagi-Sugeno fuzzy model.
J. Intell. Fuzzy Syst.
Likui Wang, Jia Li Peng, Xiaodong Liu, Huaguang Zhang
2015 J jnl
Fuzzy clustering with semantic interpretation.
Appl. Soft Comput.
Xiaodong Liu, Xianchang Wang, Witold Pedrycz
2015 J jnl
Fuzzy forecasting based on automatic clustering and axiomatic fuzzy set classification.
Inf. Sci.
Weina Wang, Xiaodong Liu
2015 J jnl
Fuzzy rule based decision trees.
Pattern Recognit.
Xianchang Wang, Xiaodong Liu, Witold Pedrycz, Lishi Zhang
2015 — conf
Message from the QUORS 2015 Workshop Organizers.
COMPSAC Workshops
Xiaodong Liu, Hongji Yang
2015 J jnl
Ranking alternative strategies by SWOT analysis in the framework of the axiomatic fuzzy set theory and the ER approach.
J. Intell. Fuzzy Syst.
Angelo Dan Ebonzo Menga, Jing Lu, Xiaodong Liu
2015 J jnl
Time series long-term forecasting model based on information granules and fuzzy clustering.
Eng. Appl. Artif. Intell.
Weina Wang, Witold Pedrycz, Xiaodong Liu
2015 J jnl
Using interval information granules to improve forecasting in fuzzy time series.
Int. J. Approx. Reason.
Wei Lu, Xueyan Chen, Witold Pedrycz, Xiaodong Liu, Jianhua Yang
2014 J jnl
A delay decomposition approach to H
Inf. Sci.
Yongyun Shao, Xiaodong Liu, Xin Sun, Qingling Zhang
2014 J jnl
A rapid fuzzy rule clustering method based on granular computing.
Appl. Soft Comput.
Xianchang Wang, Xiaodong Liu, Lishi Zhang
2014 J jnl
An improved PROMETHEE II method based on Axiomatic Fuzzy Sets.
Neural Comput. Appl.
Xiaojuan Tian, Xiaodong Liu, Lidong Wang
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
2014 B conf
Data-based fuzzy rules extraction method for classification.
FUZZ-IEEE
Xinyu Qiao, Zhenying Li, Wei Lu, Xiaodong Liu
2014 J jnl
Determination of temporal information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl.
Lizhu Wang, Xiaodong Liu, Witold Pedrycz, Yongyun Shao
2014 J jnl
Human-centric analysis and interpretation of time series: a perspective of granular computing.
Soft Comput.
Witold Pedrycz, Wei Lu, Xiaodong Liu, Wei Wang, Lizhong Wang
2014 J jnl
Numerical Prediction of Time Series Based on FCMs with Information Granules.
Int. J. Comput. Commun. Control
Wei Lu, Jianhua Yang, Xiaodong Liu
2014 J jnl
Shadow determination and compensation for face recognition.
Int. J. Mach. Learn. Cybern.
Yi Li, Xiaodong Liu, Zhijun Gao
2014 J jnl
The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering.
Knowl. Based Syst.
Wei Lu, Jianhua Yang, Xiaodong Liu, Witold Pedrycz
2014 J jnl
The modeling of time series based on fuzzy information granules.
Expert Syst. Appl.
Wei Lu, Witold Pedrycz, Xiaodong Liu, Jianhua Yang, Peng Li
2013 J jnl
A novel weighted fuzzy LDA for face recognition using the genetic algorithm.
Neural Comput. Appl.
Mingliang Xue, Wanquan Liu, Xiaodong Liu
2013 — conf
Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks.
ISNN (1)
Huisheng Zhang, Xiaodong Liu, Dongpo Xu
2013 J jnl
Effective intervals determined by information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl.
Lizhu Wang, Xiaodong Liu, Witold Pedrycz
2013 J jnl
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach.
Data Knowl. Eng.
Xiaodong Liu, Xinghua Feng, Witold Pedrycz
2013 J jnl
H
Circuits Syst. Signal Process.
Likui Wang, Xiaodong Liu
2013 J jnl
Local analysis of continuous-time Takagi-Sugeno fuzzy system with disturbances bounded by magnitude or energy: A Lagrange multiplier method.
Inf. Sci.
Likui Wang, Xiaodong Liu
2013 — conf
Mining fuzzy rules based on pattern trees.
IFSA/NAFIPS
Xinghua Feng, Xiaodong Liu
2013 J jnl
Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination.
IEEE Trans. Neural Networks Learn. Syst.
Huaguang Zhang, Feisheng Yang, Xiaodong Liu, Qingling Zhang
2013 — conf
TARGO: Transition and Reallocation Based Green Optimization for Cloud VMs.
GreenCom/iThings/CPScom
Daren Fang, Xiaodong Liu, Lin Liu, Hongji Yang
2013 J jnl
The Global k-Means Clustering Analysis Based on Multi-Granulations Nearness Neighborhood.
Math. Comput. Sci.
Lidong Wang, Xiaodong Liu, Yashuang Mu
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 — conf
The linguistic forecasting of time series based on fuzzy cognitive maps.
IFSA/NAFIPS
Wei Lu, Jianhua Yang, Xiaodong Liu
2012 C conf
A Model Checking Based Approach to Automatic Test Suite Generation for Testing Web Services and BPEL.
APSCC
Huiqun Zhao, Jing Sun, Xiaodong Liu
2012 J jnl
A new admissibility condition of discrete-time singular systems with time-varying delays.
Int. J. Autom. Comput.
Yongyun Shao, Xiaodong Liu, Xin Sun, Zhan Su
2012 — conf
AFS-Based Formal Concept Analysis within the Logic Description of Granules.
RSCTC
Lidong Wang, Xiaodong Liu, Xin Wang
2012 J jnl
DBCAMM: A novel density based clustering algorithm via using the Mahalanobis metric.
Appl. Soft Comput.
Yan Ren, Xiaodong Liu, Wanquan Liu
2012 J jnl
Development of Near Sets Within the Framework of Axiomatic Fuzzy Sets.
Fundam. Informaticae
Lidong Wang, Yan Ren, Xiaodong Liu
2012 C conf
Dynamic Evolution of Service Architecture in Mobile Cloud Applications.
CLOSER
Huiqun Zhao, Jing Sun, Xiaodong Liu
2012 — conf
Evolution pattern for Service Evolution in Clouds.
ICITST
Zhe Wang, Xiaodong Liu, Kevin Chalmers, Guojian Cheng
2012 J jnl
Face recognition based on two dimensional locality preserving projections in frequency domain.
Neurocomputing
Chong Lu, Xiaodong Liu, Wanquan Liu
2012 J jnl
Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees.
Expert Syst. Appl.
Wangren Qiu, Xiaodong Liu, Lidong Wang
2012 J jnl
Mining axiomatic fuzzy set association rules for classification problems.
Eur. J. Oper. Res.
Xin Wang, Xiaodong Liu, Witold Pedrycz, Xiaolei Zhu, Guangfei Hu
2012 J jnl
Nearness approximation space based on axiomatic fuzzy sets.
Int. J. Approx. Reason.
Lidong Wang, Xiaodong Liu, Wangren Qiu
2012 J jnl
Supplier selection using axiomatic fuzzy set and TOPSIS methodology in supply chain management.
Fuzzy Optim. Decis. Mak.
Ye Li, Xiaodong Liu, Yan Chen
2012 J jnl
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm.
J. Comput.
Wei Lu, Jianhua Yang, Xiaodong Liu
2012 — conf
Towards OWL 2 Natively Supported Fuzzy Cloud Ontology.
COMPSAC Workshops
Daren Fang, Xiaodong Liu, Imed Romdhani, Huiqun Zhao
2011 — conf
A Generalization of Near Set Model.
RSKT
Lidong Wang, Xiaodong Liu, Xiaojuan Tian
2011 J jnl
A generalized method for forecasting based on fuzzy time series.
Expert Syst. Appl.
Wangren Qiu, Xiaodong Liu, Hailin Li
2011 J jnl
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines.
Inf. Sci.
Yan Ren, Xiaodong Liu, Jiannong Cao
2011 J jnl
An Innovative Weighted 2DLDA Approach for Face Recognition.
J. Signal Process. Syst.
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
2011 J jnl
Gain Scheduled State Feedback Control for Discrete-Time-Varying Polytopic Systems Subject to Input Saturation.
Circuits Syst. Signal Process.
Likui Wang, Xiaodong Liu
2011 — conf
Lightweight Software Product Line Based Privacy Protection Scheme for Pervasive Applications.
COMPSAC Workshops
Zakwan Jaroucheh, Xiaodong Liu, Sally Smith, Huiqun Zhao
2011 J jnl
Parameter-varying state feedback control for discrete-time polytopic systems.
Int. J. Syst. Sci.
Likui Wang, Xiaodong Liu
2011 J jnl
Selection of logistics center location using Axiomatic Fuzzy Set and TOPSIS methodology in logistics management.
Expert Syst. Appl.
Ye Li, Xiaodong Liu, Yan Chen
2010 J jnl
A new algebraic structure for formal concept analysis.
Inf. Sci.
Lidong Wang, Xiaodong Liu, Jiannong Cao
2010 C conf
Achieve Semantic-based Precise Component Selection via an Ontology Model Interlinking Application Domain and MVICS.
SEKE
Chengpu Li, Xiaodong Liu, Jessie B. Kennedy
2010 — conf
Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain.
LSMS/ICSEE
Chong Lu, Xiaodong Liu, Wanquan Liu
2010 J jnl
Novel artificial intelligent techniques via AFS theory: Feature selection, concept categorization and characteristic description.
Appl. Soft Comput.
Xiaodong Liu, Yan Ren
2010 J jnl
Stabilization for discrete-time fuzzy systems with Takagi-Sugeno's models: reduce the complexity.
Sci. China Inf. Sci.
Likui Wang, Xiaodong Liu
2009 — conf
A Novel Weighted Fuzzy Clustering Analysis Based on AFS Theory.
HIS (3)
Yanli Zhang, Xiaodong Liu, Xueying Wang
2009 — conf
An Innovative Weighted 2DLDA Approach for Face Recognition.
PCM
Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu
2009 J jnl
Applications of axiomatic fuzzy set clustering method on management strategic analysis.
Eur. J. Oper. Res.
Xuelian Xu, Xiaodong Liu, Yan Chen
2009 — book
Axiomatic Fuzzy Set Theory and Its Applications
Xiaodong Liu, Witold Pedrycz
2009 J jnl
New approaches on H
Fuzzy Sets Syst.
Li Li, Xiaodong Liu, Tianyou Chai
2009 J jnl
New results on delay-dependent robust stability criteria of uncertain fuzzy systems with state and input delays.
Inf. Sci.
Li Li, Xiaodong Liu
2009 J jnl
The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets.
IEEE Trans. Knowl. Data Eng.
Xiaodong Liu, Witold Pedrycz, Tianyou Chai, Mingli Song
2008 — conf
A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification.
ISNN (1)
Nini Wang, Xiaodong Liu, Jianchuan Yin
2008 J jnl
A new model of evaluating concept similarity.
Knowl. Based Syst.
Lidong Wang, Xiaodong Liu
2008 — conf
An On-Line Learning Radial Basis Function Network and Its Application.
ISNN (1)
Nini Wang, Xiaodong Liu, Jianchuan Yin
2008 J jnl
Comments on "Further studies on LMI-based relaxed stabilization conditions for nonlinear systems in Takagi-Sugeno's form".
Autom.
Likui Wang, Xiaodong Liu
2008 J jnl
Concept analysis via rough set and AFS algebra.
Inf. Sci.
Lidong Wang, Xiaodong Liu
2008 — conf
Double Sides 2DPCA for Face Recognition.
ICIC (1)
Chong Lu, Wanquan Liu, Xiaodong Liu, Senjian An
2008 J jnl
Feedback control of fractional nonlinear differential algebraic systems with Hamiltonian function method.
Appl. Math. Comput.
Li Li, Fajun Yu, Xiaodong Liu
2008 B conf
Message from the QUORS 2008 Workshop Organizers.
COMPSAC
Xiaodong Liu, Hongji Yang
2008 B conf
QUORS 2008 Workshop Organization.
COMPSAC
Xiaodong Liu, Hongji Yang
2008 B conf
Semantics-Based Component Repository: Current State of Arts and a Calculation Rating Factor-Based Framework.
COMPSAC
Chengpu Li, Xiaodong Liu, Jessie B. Kennedy
2007 J jnl
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I.
Inf. Sci.
Xiaodong Liu, Tianyou Chai, Wei Wang, Wanquan Liu
2007 J jnl
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory II.
Inf. Sci.
Xiaodong Liu, Wei Wang, Tianyou Chai, Wanquan Liu
2007 — conf
Stability Analysis and Synthesis of Robust Fuzzy Systems with State and Input Delays.
ICIC (2)
Xiaoguang Yang, Li Li, Qingling Zhang, Xiaodong Liu, Quanying Zhu
2007 J jnl
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic.
Appl. Soft Comput.
Xiaodong Liu, Witold Pedrycz
2007 J jnl
The structures of EI algebras generated by information attributes.
Int. J. Intell. Syst. Technol. Appl.
Xiaodong Liu, Lishi Zhang, Jun Zhou, Kejiu Zhu, Qingling Zhang
2006 — conf
Concept Lattice and AFS Algebra.
FSKD
Lishi Zhang, Xiaodong Liu
2006 — conf
The Fuzzy Clustering Algorithm Based on AFS Topology.
FSKD
Rui Ding, Xiaodong Liu, Yan Chen
2005 — conf
Credit Rating Analysis with AFS Fuzzy Logic.
ICNC (3)
Xiaodong Liu, Wanquan Liu
2005 J jnl
The fuzzy clustering analysis based on AFS theory.
IEEE Trans. Syst. Man Cybern. Part B
Xiaodong Liu, Wei Wang, Tianyou Chai
2004 — conf
The decomposition algorithm of AFS structure and its applications to failure diagnosis.
RAM
Xiaodong Liu, Yibing Wang, Wanquan Liu
2003 J jnl
Approaches to quadratic stability conditions and H
IEEE Trans. Fuzzy Syst.
Xiaodong Liu, Qingling Zhang
2003 B conf
Axiomatics fuzzy sets logic.
FUZZ-IEEE
Xiaodong Liu, Witold Pedrycz, Qingling Zhang
2003 J jnl
New approaches to H
Autom.
Xiaodong Liu, Qingling Zhang
2002 C conf
H
ACC
Xiaodong Liu, Qingling Zhang
2002 C conf
H
ACC
Zhihua Zhao, Qingling Zhang, Xiaodong Liu
2002 — conf
H
CDC
Xiaodong Liu, Qingling Zhang
2000 J jnl
Abstraction: a key notion for reverse engineering in a system reengineering approach.
J. Softw. Maintenance Res. Pract.
Hongji Yang, Xiaodong Liu, Hussein Zedan
1999 J jnl
A new fuzzy model of pattern recognition and hitch diagnoses of complex systems.
Fuzzy Sets Syst.
Xiaodong Liu
1999 — —
Abstraction : a notion for reverse engineering.
Xiaodong Liu
1998 C conf
A Refinement Calculus for the Development of Real-Time Systems.
APSEC
Zhiqiang Chen, Antonio Cau, Hussein Zedan, Xiaodong Liu, Hongji Yang
1998 — conf
Tackling the Abstraction Problem for Reverse Engineering in a System Re-engineering Approach.
ICSM
Hongji Yang, Xiaodong Liu, Hussein Zedan
1998 J jnl
The fuzzy sets and systems based on AFS.structure, EI algebra and EII algebra.
Fuzzy Sets Syst.
Xiaodong Liu
1997 C conf
A Design Framework for System Re-Engineering.
APSEC
Xiaodong Liu, Zhiqiang Chen, Hongji Yang, Hussein Zedan, William C. Chu
1997 B conf
Formal Methods for the Re-Engineering of Computing Systems: A Comparison.
COMPSAC
Xiaodong Liu, Hongji Yang, Hussein Zedan