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ORCIDXiaodong Liu 0001
Person information
- affiliation: Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, Research Center of Information and Control, Dalian, China
- affiliation: Dalian Maritime University, Department of Applied Mathematics, Dalian, China
- affiliation (PhD 2003): Northeastern University, Shenyang, China
Other persons with the same name
- Xiaodong Liu (aka: Xiao-Dong Liu) — disambiguation page
- Xiaodong Liu 0002
![[0000-0002-7612-9981]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-7612-9981")
— Edinburgh Napier University, School of Computing, Edinburgh, UK (and 1 more) - Xiaodong Liu 0003 — Microsoft Research, Redmond, WA, USA (and 3 more)
- Xiaodong Liu 0004 — National University of Defense Technology, School of Computer, Changsha, China
- Xiaodong Liu 0005 — Tsinghua University, Graduate School at Shenzhen, Broadband Network and Multimedia Research Center, Shenzhen, China
- Xiaodong Liu 0006 — Wuhan University, School of Electronic Information, Wuhan, China (and 1 more)
- Xiaodong Liu 0007 — Xi'an University of Finance and Economics, School of Management Engineering, Xi'an, China (and 1 more)
- Xiaodong Liu 0008 — National University of Singapore, Department of Electrical and Computer Engineering, Singapore
- Xiaodong Liu 0009 — Remcom Inc., State College, PA, USA (and 2 more)
- Xiaodong Liu 0010 — Beijing University of Technology, Faculty of Information Technology, Beijing, China
- Xiaodong Liu 0011 — Beijing Aerospace Automatic Control Institute, China (and 1 more)
- Xiaodong Liu 0012 — Qingdao University, Department of Management Science and Engineering, Qingdao, China
- Xiaodong Liu 0013 — Henan University of Engineering, School of Computing, Zhengzhou, China (and 1 more)
- Xiaodong Liu 0014 — Jinan University, College of Information Science and Technology and the College of Cyber Security, Guangzhou, China
- Xiaodong Liu 0015 (aka: Xiao-Dong Liu 0015) — Jiangsu University, Synergistic Innovation Center of Jiangsu Modern Agricultural Equipment and Technology, Zhenjiang, China (and 1 more)
- Xiaodong Liu 0016 — TUMCREATE Ltd, Singapore
- Xiaodong Liu 0017 — Fudan University, School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Shanghai, China (and 1 more)
- Xiaodong Liu 0018 — Fudan University, Microelectronics Department, State Key Laboratory of ASIC and System, Shanghai, China (and 1 more)
- Xiaodong Liu 0019 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
- Xiaodong Liu 0020 — Chinese Academy of Sciences, Academy of Mathematics and Systems Science, Institute of Applied Mathematics, Beijing, China
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Books and Theses
- 2009
[b2]Xiaodong Liu, Witold Pedrycz:
Axiomatic Fuzzy Set Theory and Its Applications. Studies in Fuzziness and Soft Computing 244, Springer 2009, ISBN 978-3-642-00401-8, pp. 3-489- 1999
- [b1]Xiaodong Liu:
Abstraction : a notion for reverse engineering. De Montfort University, Leicester, UK, 1999
Journal Articles
- 2025
- [j134]Jun Zhang, Shaocheng Tong, Xiaodong Liu:
Distributed output feedback fuzzy secure consensus control for nonlinear MASs against DoS attacks. Inf. Sci. 689: 121490 (2025) - [j133]Yan Fang, Xiaodong Liu, Wei Lu, Witold Pedrycz, Qi Lang, Jianhua Yang:
Knowledge graph completion with low-dimensional gated hierarchical hyperbolic embedding. Knowl. Based Syst. 309: 112804 (2025) - 2024
- [j132]Hongyue Guo, Yashuang Mu, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Granular computing-based time series anomaly pattern detection with semantic interpretation. Appl. Soft Comput. 167: 112318 (2024) - [j131]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): 121430 (2024) - [j130]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: 124090 (2024) - [j129]Zhiwei Wang, Qi Lang, Xiaodong Liu, Wenlin Jing:
A multi-view graph learning model with dual strategies for solving math word problems. Neurocomputing 587: 127674 (2024) - [j128]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): 903-914 (2024) - [j127]Qi Lang, Witold Pedrycz, Xiaodong Liu, Yan Fang:
A Tree-Shaped Fuzzy Clustering Answer Retrieval Model Based on Question Alignment. IEEE Trans. Fuzzy Syst. 32(10): 5845-5857 (2024) - 2023
- [j126]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): 24217-24236 (2023) - [j125]Likui Wang, Lei Zhang, Xiangpeng Xie, Xiaodong Liu, Junhua Gu:
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching. Inf. Sci. 651: 119730 (2023) - [j124]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: 3162-3175 (2023) - [j123]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): 10904-10918 (2023) - 2022
- [j122]Yashuang Mu, Jiangyong Wang, Wei Wei, Hongyue Guo, Lidong Wang, Xiaodong Liu:
Information granulation-based fuzzy partition in decision tree induction. Inf. Sci. 608: 1651-1674 (2022) - [j121]Wenjuan Jia, Xiaodong Liu, Yuangang Wang, Witold Pedrycz, Juxiang Zhou:
Semisupervised Learning via Axiomatic Fuzzy Set Theory and SVM. IEEE Trans. Cybern. 52(6): 4661-4674 (2022) - [j120]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): 9101-9110 (2022) - [j119]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): 701-713 (2022) - [j118]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): 755-766 (2022) - [j117]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): 2957-2970 (2022) - 2021
- [j116]Qi Lang, Xiaodong Liu, Yingjie Deng:
Multi-level retrieval with semantic Axiomatic Fuzzy Set clustering for question answering. Appl. Soft Comput. 111: 107858 (2021) - [j115]Jing Guo, Wei Lu, Jianhua Yang, Xiaodong Liu:
A rule-based granular model development for interval-valued time series. Int. J. Approx. Reason. 136: 201-222 (2021) - [j114]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): 2080-2092 (2021) - [j113]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): 2625-2638 (2021) - [j112]Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Information Granulation-Based Fuzzy Clustering of Time Series. IEEE Trans. Cybern. 51(12): 6253-6261 (2021) - [j111]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): 1786-1801 (2021) - 2020
- [j110]Qi Lang, Xuejun Pan, Xiaodong Liu:
A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation. IEEE Access 8: 164282-164291 (2020) - [j109]Shweta Sengar, Xiaodong Liu:
Ensemble approach for short term load forecasting in wind energy system using hybrid algorithm. J. Ambient Intell. Humaniz. Comput. 11(11): 5297-5314 (2020) - [j108]Shweta Sengar, Xiaodong Liu:
An Efficient Load Forecasting in Predictive Control Strategy Using Hybrid Neural Network. J. Circuits Syst. Comput. 29(1): 2050010:1-2050010:18 (2020) - [j107]Guolin Hu, Likui Wang, Xiaodong Liu:
A new approach to local H∞ control for continuous-time T-S fuzzy models. J. Intell. Fuzzy Syst. 39(1): 213-220 (2020) - [j106]Yashuang Mu, Lidong Wang, Xiaodong Liu:
Dynamic programming based fuzzy partition in fuzzy decision tree induction. J. Intell. Fuzzy Syst. 39(5): 6757-6772 (2020) - [j105]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: 107326 (2020) - [j104]Shweta Sengar, Xiaodong Liu:
Optimal electrical load forecasting for hybrid renewable resources through a hybrid memetic cuckoo search approach. Soft Comput. 24(17): 13099-13114 (2020) - [j103]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): 2825-2840 (2020) - [j102]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): 2958-2971 (2020) - 2019
- [j101]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) - [j100]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: 476-498 (2019) - [j99]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): 73-81 (2019) - [j98]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): 3167-3179 (2019) - [j97]Juxiang Zhou, Xiaodong Liu, Wanquan Liu, Jianhou Gan:
Image retrieval based on effective feature extraction and diffusion process. Multim. Tools Appl. 78(5): 6163-6190 (2019) - [j96]Hongyue Guo, Witold Pedrycz, Xiaodong Liu:
Fuzzy time series forecasting based on axiomatic fuzzy set theory. Neural Comput. Appl. 31(8): 3921-3932 (2019) - [j95]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): 775-789 (2019) - 2018
- [j94]Jing Wang, Lidong Wang, Xiaodong Liu, Yan Ren, Ye Yuan:
Color-Based Image Retrieval Using Proximity Space Theory. Algorithms 11(8): 115 (2018) - [j93]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: 59-74 (2018) - [j92]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) - [j91]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: 495-504 (2018) - [j90]Aamer Bilal Asghar, Xiaodong Liu:
Estimation of wind speed probability distribution and wind energy potential using adaptive neuro-fuzzy methodology. Neurocomputing 287: 58-67 (2018) - [j89]Likui Wang, Xiaodong Liu, Huaguang Zhang:
Further studies on H∞ observer design for continuous-time Takagi-Sugeno fuzzy model. Inf. Sci. 422: 396-407 (2018) - [j88]Yashuang Mu, Xiaodong Liu, Lidong Wang:
A Pearson's correlation coefficient based decision tree and its parallel implementation. Inf. Sci. 435: 40-58 (2018) - [j87]Guolin Hu, Xiaodong Liu, Likui Wang, Hongxing Li:
An extended approach to controller design of continuous-time Takagi-Sugeno fuzzy model. J. Intell. Fuzzy Syst. 34(4): 2235-2246 (2018) - [j86]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): 677-689 (2018) - [j85]Lidong Wang, Yanjun Wang, Xiaodong Liu:
Prioritized Aggregation Operators and Correlated Aggregation Operators for Hesitant 2-Tuple Linguistic Variables. Symmetry 10(2): 39 (2018) - [j84]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): 2807-2817 (2018) - [j83]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): 3151-3163 (2018) - [j82]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) - 2017
- [j81]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) - [j80]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: 389-410 (2017) - [j79]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): 146-152 (2017) - [j78]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: 316-331 (2017) - [j77]Aamer Bilal Asghar, Xiaodong Liu:
Estimation of wind turbine power coefficient by adaptive neuro-fuzzy methodology. Neurocomputing 238: 227-233 (2017) - [j76]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): 1759016:1-1759016:18 (2017) - [j75]Bin Yang, Juan Wang, Xiaodong Liu:
Improved delay-dependent stability criteria for generalized neural networks with time-varying delays. Inf. Sci. 420: 299-312 (2017) - [j74]Hong Yang, Xiaodong Liu, Le Zhang:
Observer-based tracking control using unmeasurable premise variables for time-delay switched fuzzy systems. J. Intell. Fuzzy Syst. 32(6): 3973-3985 (2017) - 2016
- [j73]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: 38-52 (2016) - [j72]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): 297-313 (2016) - [j71]Li Kui Wang, Jia Li Peng, Xiaodong Liu:
H∞ filtering design for continuous-time Takagi-Sugeno fuzzy model with immeasurable premise variables. Neurocomputing 173: 2090-2096 (2016) - [j70]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: 515-528 (2016) - [j69]Nini Wang, Jun Xia, Jianchuan Yin, Xiaodong Liu:
Trend analysis of land surface temperatures using time series segmentation algorithm. J. Intell. Fuzzy Syst. 31(2): 1121-1131 (2016) - [j68]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: 51-70 (2016) - [j67]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: 100-113 (2016) - [j66]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: 135-141 (2016) - [j65]Li Kui Wang, Huaguang Zhang, Xiaodong Liu:
H∞Observer Design for Continuous-Time Takagi-Sugeno Fuzzy Model With Unknown Premise Variables via Nonquadratic Lyapunov Function. IEEE Trans. Cybern. 46(9): 1986-1996 (2016) - 2015
- [j64]Xiaodong Liu, Xianchang Wang, Witold Pedrycz:
Fuzzy clustering with semantic interpretation. Appl. Soft Comput. 26: 21-30 (2015) - [j63]Weina Wang, Witold Pedrycz, Xiaodong Liu:
Time series long-term forecasting model based on information granules and fuzzy clustering. Eng. Appl. Artif. Intell. 41: 17-24 (2015) - [j62]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: 1-18 (2015) - [j61]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): 81-98 (2015) - [j60]Weina Wang, Xiaodong Liu:
Fuzzy forecasting based on automatic clustering and axiomatic fuzzy set classification. Inf. Sci. 294: 78-94 (2015) - [j59]Li Kui Wang, Jia Li Peng, Xiaodong Liu, Huaguang Zhang:
An approach to observer design of continuous-time Takagi-Sugeno fuzzy model with bounded disturbances. Inf. Sci. 324: 108-125 (2015) - [j58]Angelo Dan Ebonzo Menga, Jing Lu, Xiaodong Liu:
Ranking alternative strategies by SWOT analysis in the framework of the axiomatic fuzzy set theory and the ER approach. J. Intell. Fuzzy Syst. 28(4): 1775-1784 (2015) - [j57]Likui Wang, Jia Li Peng, Xiaodong Liu, Huaguang Zhang:
Further study on local stabilization of continuous-time nonlinear systems presented as Takagi-Sugeno fuzzy model. J. Intell. Fuzzy Syst. 29(1): 283-292 (2015) - [j56]Huisheng Zhang, Yanli Tang, Xiaodong Liu:
Batch gradient training method with smoothing ℓ0 regularization for feedforward neural networks. Neural Comput. Appl. 26(2): 383-390 (2015) - [j55]Xianchang Wang, Xiaodong Liu, Witold Pedrycz, Lishi Zhang:
Fuzzy rule based decision trees. Pattern Recognit. 48(1): 50-59 (2015) - 2014
- [j54]Xianchang Wang, Xiaodong Liu, Lishi Zhang:
A rapid fuzzy rule clustering method based on granular computing. Appl. Soft Comput. 24: 534-542 (2014) - [j53]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): 3134-3142 (2014) - [j52]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): 3799-3808 (2014) - [j51]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): 5960-5971 (2014) - [j50]Wei Lu, Jianhua Yang, Xiaodong Liu:
Numerical Prediction of Time Series Based on FCMs with Information Granules. Int. J. Comput. Commun. Control 9(3): 313-324 (2014) - [j49]Yongyun Shao, Xiaodong Liu, Xin Sun, Qingling Zhang:
A delay decomposition approach to H∞ admissibility for discrete-time singular delay systems. Inf. Sci. 279: 893-905 (2014) - [j48]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: 242-255 (2014) - [j47]Yi Li, Xiaodong Liu, Zhijun Gao:
Shadow determination and compensation for face recognition. Int. J. Mach. Learn. Cybern. 5(4): 599-605 (2014) - [j46]Xiaojuan Tian, Xiaodong Liu, Lidong Wang:
An improved PROMETHEE II method based on Axiomatic Fuzzy Sets. Neural Comput. Appl. 25(7-8): 1675-1683 (2014) - [j45]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): 2397-2411 (2014) - 2013
- [j44]Likui Wang, Xiaodong Liu:
H∞ Filtering Design for 2-D Discrete-Time Linear Systems with Polytopic Uncertainty. Circuits Syst. Signal Process. 32(1): 333-345 (2013) - [j43]Xiaodong Liu, Xinghua Feng, Witold Pedrycz:
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach. Data Knowl. Eng. 84: 1-25 (2013) - [j42]Lizhu Wang, Xiaodong Liu, Witold Pedrycz:
Effective intervals determined by information granules to improve forecasting in fuzzy time series. Expert Syst. Appl. 40(14): 5673-5679 (2013) - [j41]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) - [j40]Likui Wang, Xiaodong Liu:
Local analysis of continuous-time Takagi-Sugeno fuzzy system with disturbances bounded by magnitude or energy: A Lagrange multiplier method. Inf. Sci. 248: 89-102 (2013) - [j39]Lidong Wang, Xiaodong Liu, Yashuang Mu:
The Global k-Means Clustering Analysis Based on Multi-Granulations Nearness Neighborhood. Math. Comput. Sci. 7(1): 113-124 (2013) - [j38]Mingliang Xue, Wanquan Liu, Xiaodong Liu:
A novel weighted fuzzy LDA for face recognition using the genetic algorithm. Neural Comput. Appl. 22(7-8): 1531-1541 (2013) - [j37]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): 513-521 (2013) - 2012
- [j36]Yan Ren, Xiaodong Liu, Wanquan Liu:
DBCAMM: A novel density based clustering algorithm via using the Mahalanobis metric. Appl. Soft Comput. 12(5): 1542-1554 (2012) - [j35]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): 202-210 (2012) - [j34]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): 7680-7689 (2012) - [j33]Ye Li, Xiaodong Liu, Yan Chen:
Supplier selection using axiomatic fuzzy set and TOPSIS methodology in supply chain management. Fuzzy Optim. Decis. Mak. 11(2): 147-176 (2012) - [j32]Lidong Wang, Yan Ren, Xiaodong Liu:
Development of Near Sets Within the Framework of Axiomatic Fuzzy Sets. Fundam. Informaticae 118(3): 291-304 (2012) - [j31]Lidong Wang, Xiaodong Liu, Wangren Qiu:
Nearness approximation space based on axiomatic fuzzy sets. Int. J. Approx. Reason. 53(2): 200-211 (2012) - [j30]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): 480-486 (2012) - [j29]Chong Lu, Xiaodong Liu, Wanquan Liu:
Face recognition based on two dimensional locality preserving projections in frequency domain. Neurocomputing 98: 135-142 (2012) - [j28]Wei Lu, Jianhua Yang, Xiaodong Liu:
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm. J. Comput. 7(10): 2368-2375 (2012) - 2011
- [j27]Likui Wang, Xiaodong Liu:
Gain Scheduled State Feedback Control for Discrete-Time-Varying Polytopic Systems Subject to Input Saturation. Circuits Syst. Signal Process. 30(6): 1165-1182 (2011) - [j26]Ye Li, Xiaodong Liu, Yan Chen:
Selection of logistics center location using Axiomatic Fuzzy Set and TOPSIS methodology in logistics management. Expert Syst. Appl. 38(6): 7901-7908 (2011) - [j25]Wangren Qiu, Xiaodong Liu, Hailin Li:
A generalized method for forecasting based on fuzzy time series. Expert Syst. Appl. 38(8): 10446-10453 (2011) - [j24]Likui Wang, Xiaodong Liu:
Parameter-varying state feedback control for discrete-time polytopic systems. Int. J. Syst. Sci. 42(6): 997-1005 (2011) - [j23]Yan Ren, Xiaodong Liu, Jiannong Cao:
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines. Inf. Sci. 181(23): 5180-5193 (2011) - [j22]Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu:
An Innovative Weighted 2DLDA Approach for Face Recognition. J. Signal Process. Syst. 65(1): 81-87 (2011) - 2010
- [j21]Xiaodong Liu, Yan Ren:
Novel artificial intelligent techniques via AFS theory: Feature selection, concept categorization and characteristic description. Appl. Soft Comput. 10(3): 793-805 (2010) - [j20]Likui Wang, Xiaodong Liu:
Stabilization for discrete-time fuzzy systems with Takagi-Sugeno's models: reduce the complexity. Sci. China Inf. Sci. 53(12): 2506-2513 (2010) - [j19]Lidong Wang, Xiaodong Liu, Jiannong Cao:
A new algebraic structure for formal concept analysis. Inf. Sci. 180(24): 4865-4876 (2010) - 2009
- [j18]Xuelian Xu, Xiaodong Liu, Yan Chen:
Applications of axiomatic fuzzy set clustering method on management strategic analysis. Eur. J. Oper. Res. 198(1): 297-304 (2009) - [j17]Li Li, Xiaodong Liu, Tianyou Chai:
New approaches on Hinfinity control of T-S fuzzy systems with interval time-varying delay. Fuzzy Sets Syst. 160(12): 1669-1688 (2009) - [j16]Li Li, Xiaodong Liu:
New results on delay-dependent robust stability criteria of uncertain fuzzy systems with state and input delays. Inf. Sci. 179(8): 1134-1148 (2009) - [j15]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): 443-462 (2009) - 2008
- [j14]Li Li, Fajun Yu, Xiaodong Liu:
Feedback control of fractional nonlinear differential algebraic systems with Hamiltonian function method. Appl. Math. Comput. 197(2): 904-913 (2008) - [j13]Likui Wang, Xiaodong Liu:
Comments on "Further studies on LMI-based relaxed stabilization conditions for nonlinear systems in Takagi-Sugeno's form". Autom. 44(11): 2992-2993 (2008) - [j12]Lidong Wang, Xiaodong Liu:
Concept analysis via rough set and AFS algebra. Inf. Sci. 178(21): 4125-4137 (2008) - [j11]Lidong Wang, Xiaodong Liu:
A new model of evaluating concept similarity. Knowl. Based Syst. 21(8): 842-846 (2008) - 2007
- [j10]Xiaodong Liu, Witold Pedrycz:
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic. Appl. Soft Comput. 7(1): 325-342 (2007) - [j9]Xiaodong Liu, Lishi Zhang, Jun Zhou, Kejiu Zhu, Qingling Zhang:
The structures of EI algebras generated by information attributes. Int. J. Intell. Syst. Technol. Appl. 3(3/4): 341-355 (2007) - [j8]Xiaodong Liu, Tianyou Chai, Wei Wang, Wanquan Liu:
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I. Inf. Sci. 177(4): 1007-1026 (2007) - [j7]Xiaodong Liu, Wei Wang, Tianyou Chai, Wanquan Liu:
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory II. Inf. Sci. 177(4): 1027-1045 (2007) - 2005
- [j6]Xiaodong Liu, Wei Wang, Tianyou Chai:
The fuzzy clustering analysis based on AFS theory. IEEE Trans. Syst. Man Cybern. Part B 35(5): 1013-1027 (2005) - 2003
- [j5]Xiaodong Liu, Qingling Zhang:
New approaches to H∞ controller designs based on fuzzy observers for T-S fuzzy systems via LMI. Autom. 39(9): 1571-1582 (2003) - [j4]Xiaodong Liu, Qingling Zhang:
Approaches to quadratic stability conditions and H∞ control designs for T-S fuzzy systems. IEEE Trans. Fuzzy Syst. 11(6): 830-839 (2003) - 2000
- [j3]Hongji Yang, Xiaodong Liu, Hussein Zedan:
Abstraction: a key notion for reverse engineering in a system reengineering approach. J. Softw. Maintenance Res. Pract. 12(4): 197-228 (2000) - 1999
- [j2]Xiaodong Liu:
A new fuzzy model of pattern recognition and hitch diagnoses of complex systems. Fuzzy Sets Syst. 104(2): 289-296 (1999) - 1998
- [j1]Xiaodong Liu:
The fuzzy sets and systems based on AFS.structure, EI algebra and EII algebra. Fuzzy Sets Syst. 95(2): 179-188 (1998)
Conference and Workshop Papers
- 2024
- [c47]Hao Zhang, Yan Fang, Xiaodong Liu:
A Deep Reinforcement Learning Model for Portfolio Management Incorporating Historical Stock Prices and Risk Information. ICDLT 2024: 1-8 - [c46]Yiqiong Xue, Xiaodong Liu:
An Approach for Stock Modeling and Prediction Using Latency-based HMM and Bayesian Network. ICDLT 2024: 34-41 - [c45]Shuang Wu, Qi Lang, Xiaodong Liu:
Futures Price Prediction Based on Multi-Feature Fusion Model. ICDLT 2024: 62-69 - [c44]Xiaodong Liu, Hao Zhang, Wenyin Gong, Xiang Li:
YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8. IJCNN 2024: 1-9 - 2022
- [c43]Yanli Wang, Wei Lu, Xiaodong Liu, Xiaoyong Wang:
Data classification algorithm based on Information Granules included by AFS. FUZZ-IEEE 2022: 1-8 - 2021
- [c42]Xiaori Gao, Xiaodong Liu:
Study on least squares identification algorithm with slope parameter search optimization for fuzzy cognitive map. SPAC 2021: 419-424 - 2018
- [c41]Xiaodong Liu, Hongji Yang:
Message from the QUORS 2018 Workshop Organizers. COMPSAC (2) 2018: 737 - [c40]Yanli Meng, Yifei Liu, Lidong Wang, Xiaodong Liu:
Fuzzy Assignment Model Of Server In Finite Source Queuing System. ICNC-FSKD 2018: 119-125 - 2017
- [c39]Lidong Wang, Xiaodong Liu, Jinhai Li:
AFS-Based Formal Concept Analysis on Multi-valued Context. IJCRS (2) 2017: 540-557 - 2016
- [c38]Kewei Tang, Xiaodong Liu, Zhixun Su, Wei Jiang, Jiangxin Dong:
Subspace Learning Based Low-Rank Representation. ACCV (1) 2016: 416-431 - [c37]Xiaodong Liu, Hongji Yang:
Message from the QUORS Workshop Organizers. COMPSAC Workshops 2016: 129 - 2015
- [c36]Xiaodong Liu, Hongji Yang:
Message from the QUORS 2015 Workshop Organizers. COMPSAC Workshops 2015: 163 - 2014
- [c35]Xinyu Qiao, Zhenying Li, Wei Lu, Xiaodong Liu:
Data-based fuzzy rules extraction method for classification. FUZZ-IEEE 2014: 260-266 - 2013
- [c34]Daren Fang, Xiaodong Liu, Lin Liu, Hongji Yang:
TARGO: Transition and Reallocation Based Green Optimization for Cloud VMs. GreenCom/iThings/CPScom 2013: 215-223 - [c33]Xinghua Feng, Xiaodong Liu:
Mining fuzzy rules based on pattern trees. IFSA/NAFIPS 2013: 356-361 - [c32]Wei Lu, Jianhua Yang, Xiaodong Liu:
The linguistic forecasting of time series based on fuzzy cognitive maps. IFSA/NAFIPS 2013: 649-654 - [c31]Huisheng Zhang, Xiaodong Liu, Dongpo Xu:
Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks. ISNN (1) 2013: 60-66 - 2012
- [c30]Huiqun Zhao, Jing Sun, Xiaodong Liu:
A Model Checking Based Approach to Automatic Test Suite Generation for Testing Web Services and BPEL. APSCC 2012: 61-69 - [c29]Huiqun Zhao, Jing Sun, Xiaodong Liu:
Dynamic Evolution of Service Architecture in Mobile Cloud Applications. CLOSER 2012: 271-274 - [c28]Daren Fang, Xiaodong Liu, Imed Romdhani, Huiqun Zhao:
Towards OWL 2 Natively Supported Fuzzy Cloud Ontology. COMPSAC Workshops 2012: 328-333 - [c27]Zhe Wang, Xiaodong Liu, Kevin Chalmers, Guojian Cheng:
Evolution pattern for Service Evolution in Clouds. ICITST 2012: 704-709 - [c26]Lidong Wang, Xiaodong Liu, Xin Wang:
AFS-Based Formal Concept Analysis within the Logic Description of Granules. RSCTC 2012: 323-331 - 2011
- [c25]Zakwan Jaroucheh, Xiaodong Liu, Sally Smith, Huiqun Zhao:
Lightweight Software Product Line Based Privacy Protection Scheme for Pervasive Applications. COMPSAC Workshops 2011: 351-355 - [c24]Lidong Wang, Xiaodong Liu, Xiaojuan Tian:
A Generalization of Near Set Model. RSKT 2011: 553-558 - 2010
- [c23]Chong Lu, Xiaodong Liu, Wanquan Liu:
Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain. LSMS/ICSEE 2010: 271-281 - [c22]Chengpu Li, Xiaodong Liu, Jessie B. Kennedy:
Achieve Semantic-based Precise Component Selection via an Ontology Model Interlinking Application Domain and MVICS. SEKE 2010: 692-697 - 2009
- [c21]Yanli Zhang, Xiaodong Liu, Xueying Wang:
A Novel Weighted Fuzzy Clustering Analysis Based on AFS Theory. HIS (3) 2009: 346-350 - [c20]Chong Lu, Senjian An, Wanquan Liu, Xiaodong Liu:
An Innovative Weighted 2DLDA Approach for Face Recognition. PCM 2009: 110-118 - 2008
- [c19]Xiaodong Liu, Hongji Yang:
Message from the QUORS 2008 Workshop Organizers. COMPSAC 2008: 710 - [c18]Xiaodong Liu, Hongji Yang:
QUORS 2008 Workshop Organization. COMPSAC 2008: 711 - [c17]Chengpu Li, Xiaodong Liu, Jessie B. Kennedy:
Semantics-Based Component Repository: Current State of Arts and a Calculation Rating Factor-Based Framework. COMPSAC 2008: 751-756 - [c16]Chong Lu, Wanquan Liu, Xiaodong Liu, Senjian An:
Double Sides 2DPCA for Face Recognition. ICIC (1) 2008: 446-459 - [c15]Nini Wang, Xiaodong Liu, Jianchuan Yin:
An On-Line Learning Radial Basis Function Network and Its Application. ISNN (1) 2008: 196-203 - [c14]Nini Wang, Xiaodong Liu, Jianchuan Yin:
A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification. ISNN (1) 2008: 204-211 - 2007
- [c13]Xiaoguang Yang, Li Li, Qingling Zhang, Xiaodong Liu, Quanying Zhu:
Stability Analysis and Synthesis of Robust Fuzzy Systems with State and Input Delays. ICIC (2) 2007: 1066-1075 - 2006
- [c12]Rui Ding, Xiaodong Liu, Yan Chen:
The Fuzzy Clustering Algorithm Based on AFS Topology. FSKD 2006: 89-98 - [c11]Lishi Zhang, Xiaodong Liu:
Concept Lattice and AFS Algebra. FSKD 2006: 290-299 - 2005
- [c10]Xiaodong Liu, Wanquan Liu:
Credit Rating Analysis with AFS Fuzzy Logic. ICNC (3) 2005: 1198-1204 - 2004
- [c9]Xiaodong Liu, Yibing Wang, Wanquan Liu:
The decomposition algorithm of AFS structure and its applications to failure diagnosis. RAM 2004: 729-733 - 2003
- [c8]Xiaodong Liu, Witold Pedrycz, Qingling Zhang:
Axiomatics fuzzy sets logic. FUZZ-IEEE 2003: 55-60 - 2002
- [c7]Xiaodong Liu, Qingling Zhang:
H∞ control for T-S fuzzy systems: LMI approach. ACC 2002: 987-988 - [c6]Zhihua Zhao, Qingling Zhang, Xiaodong Liu:
H∞ control and parametric controllers for descriptor systems. ACC 2002: 4908-4913 - [c5]Xiaodong Liu, Qingling Zhang:
H∞ controller designs based on fuzzy observers for T-S fuzzy systems via LMI. CDC 2002: 2151-2152 - 1998
- [c4]Zhiqiang Chen, Antonio Cau, Hussein Zedan, Xiaodong Liu, Hongji Yang:
A Refinement Calculus for the Development of Real-Time Systems. APSEC 1998: 61- - [c3]Hongji Yang, Xiaodong Liu, Hussein Zedan:
Tackling the Abstraction Problem for Reverse Engineering in a System Re-engineering Approach. ICSM 1998: 284-293 - 1997
- [c2]Xiaodong Liu, Zhiqiang Chen, Hongji Yang, Hussein Zedan, William C. Chu:
A Design Framework for System Re-Engineering. APSEC 1997: 342- - [c1]Xiaodong Liu, Hongji Yang, Hussein Zedan:
Formal Methods for the Re-Engineering of Computing Systems: A Comparison. COMPSAC 1997: 409-414
Informal and Other Publications
- 2019
- [i1]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 abs/1908.08339 (2019)
Coauthor Index
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