Xiaodong Liu
Orcid: 0000-0001-8652-9818Affiliations:
- Dalian University of Technology, Faculty of Electronic Information and Electrical Engineering, Research Center of Information and Control, Dalian, China
- Dalian Maritime University, Department of Applied Mathematics, Dalian, China
- Northeastern University, Shenyang, China (PhD 2003)
According to our database1,
Xiaodong Liu
authored at least 180 papers
between 1997 and 2025.
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Bibliography
2025
Distributed output feedback fuzzy secure consensus control for nonlinear MASs against DoS attacks.
Inf. Sci., 2025
2024
IEEE Trans. Fuzzy Syst., October, 2024
Bayesian network based probabilistic weighted high-order fuzzy time series forecasting.
Expert Syst. Appl., March, 2024
IEEE Trans. Cybern., February, 2024
A multi-view graph learning model with dual strategies for solving math word problems.
Neurocomputing, 2024
Hierarchical knowledge graph relationship prediction leverage of axiomatic fuzzy set graph structure.
Expert Syst. Appl., 2024
Granular computing-based time series anomaly pattern detection with semantic interpretation.
Appl. Soft Comput., 2024
YOLO-PDNet: Small Target Recognition Improvement for Remote Sensing Image Based on YOLOv8.
Proceedings of the International Joint Conference on Neural Networks, 2024
A Deep Reinforcement Learning Model for Portfolio Management Incorporating Historical Stock Prices and Risk Information.
Proceedings of the 2024 8th International Conference on Deep Learning Technologies, 2024
Proceedings of the 2024 8th International Conference on Deep Learning Technologies, 2024
2023
AFS Graph: Multidimensional Axiomatic Fuzzy Set Knowledge Graph for Open-Domain Question Answering.
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching.
Inf. Sci., December, 2023
A dynamic programming-based data-adaptive information granulation approach and its distributed implementation.
Appl. Intell., October, 2023
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
2022
IEEE Trans. Fuzzy Syst., 2022
IEEE Trans. Fuzzy Syst., 2022
IEEE Trans. Fuzzy Syst., 2022
IEEE Trans. Cybern., 2022
Trend-Based Granular Representation of Time Series and its Application in Clustering.
IEEE Trans. Cybern., 2022
Inf. Sci., 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method.
IEEE Trans. Fuzzy Syst., 2021
Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces.
IEEE Trans. Cybern., 2021
IEEE Trans. Cybern., 2021
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
IEEE Trans. Cybern., 2021
Int. J. Approx. Reason., 2021
Multi-level retrieval with semantic Axiomatic Fuzzy Set clustering for question answering.
Appl. Soft Comput., 2021
Study on least squares identification algorithm with slope parameter search optimization for fuzzy cognitive map.
Proceedings of the 2021 International Conference on Security, 2021
2020
Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems.
IEEE Trans. Fuzzy Syst., 2020
IEEE Trans. Fuzzy Syst., 2020
Optimal electrical load forecasting for hybrid renewable resources through a hybrid memetic cuckoo search approach.
Soft Comput., 2020
Pattern Recognit., 2020
J. Intell. Fuzzy Syst., 2020
A new approach to local <i>H</i><sub>∞</sub> control for continuous-time T-S fuzzy models.
J. Intell. Fuzzy Syst., 2020
An Efficient Load Forecasting in Predictive Control Strategy Using Hybrid Neural Network.
J. Circuits Syst. Comput., 2020
Ensemble approach for short term load forecasting in wind energy system using hybrid algorithm.
J. Ambient Intell. Humaniz. Comput., 2020
A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation.
IEEE Access, 2020
2019
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox.
IEEE Trans. Fuzzy Syst., 2019
Neural Comput. Appl., 2019
Multim. Tools Appl., 2019
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series.
Int. J. Mach. Learn. Cybern., 2019
A classification algorithm with Linear Discriminant Analysis and Axiomatic Fuzzy Sets.
Math. Found. Comput., 2019
The linguistic modeling of interval-valued time series: A perspective of granular computing.
Inf. Sci., 2019
Concurr. Comput. Pract. Exp., 2019
2018
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory.
WIREs Data Mining Knowl. Discov., 2018
Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series.
IEEE Trans. Fuzzy Syst., 2018
IEEE Trans. Fuzzy Syst., 2018
Prioritized Aggregation Operators and Correlated Aggregation Operators for Hesitant 2-Tuple Linguistic Variables.
Symmetry, 2018
A new fusion approach for content based image retrieval with color histogram and local directional pattern.
Int. J. Mach. Learn. Cybern., 2018
An extended approach to controller design of continuous-time Takagi-Sugeno fuzzy model.
J. Intell. Fuzzy Syst., 2018
Further studies on H<sub>∞</sub> observer design for continuous-time Takagi-Sugeno fuzzy model.
Inf. Sci., 2018
A Pearson's correlation coefficient based decision tree and its parallel implementation.
Inf. Sci., 2018
Estimation of wind speed probability distribution and wind energy potential using adaptive neuro-fuzzy methodology.
Neurocomputing, 2018
Adaptive neuro-fuzzy algorithm to estimate effective wind speed and optimal rotor speed for variable-speed wind turbine.
Neurocomputing, 2018
A fast rank mutual information based decision tree and its implementation via Map-Reduce.
Concurr. Comput. Pract. Exp., 2018
A spectral clustering method with semantic interpretation based on axiomatic fuzzy set theory.
Appl. Soft Comput., 2018
Proceedings of the 14th International Conference on Natural Computation, 2018
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
2017
Observer-based tracking control using unmeasurable premise variables for time-delay switched fuzzy systems.
J. Intell. Fuzzy Syst., 2017
Improved delay-dependent stability criteria for generalized neural networks with time-varying delays.
Inf. Sci., 2017
Int. J. Pattern Recognit. Artif. Intell., 2017
Neurocomputing, 2017
Int. J. Comput. Sci. Eng., 2017
Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data.
Int. J. Approx. Reason., 2017
Concurr. Comput. Pract. Exp., 2017
Proceedings of the Rough Sets - International Joint Conference, 2017
2016
H<sub>∞</sub>Observer Design for Continuous-Time Takagi-Sugeno Fuzzy Model With Unknown Premise Variables via Nonquadratic Lyapunov Function.
IEEE Trans. Cybern., 2016
Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.
Knowl. Based Syst., 2016
From numeric data to information granules: A design through clustering and the principle of justifiable granularity.
Knowl. Based Syst., 2016
A method for constructing the Composite Indicator of business cycles based on information granulation and Dynamic Time Warping.
Knowl. Based Syst., 2016
Trend analysis of land surface temperatures using time series segmentation algorithm.
J. Intell. Fuzzy Syst., 2016
H<sub>∞</sub> filtering design for continuous-time Takagi-Sugeno fuzzy model with immeasurable premise variables.
Neurocomputing, 2016
Semantic description method for face features of larger Chinese ethnic groups based on improved WM method.
Neurocomputing, 2016
A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value.
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.
Appl. Soft Comput., 2016
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
Proceedings of the Computer Vision - ACCV 2016, 2016
2015
Batch gradient training method with smoothing ℓ<sub>0</sub> regularization for feedforward neural networks.
Neural Comput. Appl., 2015
Further study on local stabilization of continuous-time nonlinear systems presented as Takagi-Sugeno fuzzy model.
J. Intell. Fuzzy Syst., 2015
Ranking alternative strategies by SWOT analysis in the framework of the axiomatic fuzzy set theory and the ER approach.
J. Intell. Fuzzy Syst., 2015
An approach to observer design of continuous-time Takagi-Sugeno fuzzy model with bounded disturbances.
Inf. Sci., 2015
Fuzzy forecasting based on automatic clustering and axiomatic fuzzy set classification.
Inf. Sci., 2015
Int. J. Intell. Syst., 2015
Int. J. Approx. Reason., 2015
Time series long-term forecasting model based on information granules and fuzzy clustering.
Eng. Appl. Artif. Intell., 2015
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015
2014
Human-centric analysis and interpretation of time series: a perspective of granular computing.
Soft Comput., 2014
Neural Comput. Appl., 2014
Int. J. Mach. Learn. Cybern., 2014
The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering.
Knowl. Based Syst., 2014
A delay decomposition approach to H<sub>∞</sub> admissibility for discrete-time singular delay systems.
Inf. Sci., 2014
Int. J. Comput. Commun. Control, 2014
An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.
Expert Syst. Appl., 2014
Determination of temporal information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl., 2014
Expert Syst. Appl., 2014
Appl. Soft Comput., 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination.
IEEE Trans. Neural Networks Learn. Syst., 2013
Neural Comput. Appl., 2013
The Global k-Means Clustering Analysis Based on Multi-Granulations Nearness Neighborhood.
Math. Comput. Sci., 2013
Local analysis of continuous-time Takagi-Sugeno fuzzy system with disturbances bounded by magnitude or energy: A Lagrange multiplier method.
Inf. Sci., 2013
Int. J. Comput. Intell. Appl., 2013
Effective intervals determined by information granules to improve forecasting in fuzzy time series.
Expert Syst. Appl., 2013
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach.
Data Knowl. Eng., 2013
H<sub>∞</sub> Filtering Design for 2-D Discrete-Time Linear Systems with Polytopic Uncertainty.
Circuits Syst. Signal Process., 2013
Convergence of Chaos Injection-Based Batch Backpropagation Algorithm For Feedforward Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013
2012
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm.
J. Comput., 2012
Face recognition based on two dimensional locality preserving projections in frequency domain.
Neurocomputing, 2012
A new admissibility condition of discrete-time singular systems with time-varying delays.
Int. J. Autom. Comput., 2012
Int. J. Approx. Reason., 2012
Fundam. Informaticae, 2012
Supplier selection using axiomatic fuzzy set and TOPSIS methodology in supply chain management.
Fuzzy Optim. Decis. Mak., 2012
Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees.
Expert Syst. Appl., 2012
Eur. J. Oper. Res., 2012
Appl. Soft Comput., 2012
Proceedings of the Rough Sets and Current Trends in Computing, 2012
Proceedings of the 7th International Conference for Internet Technology and Secured Transactions, 2012
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012
Dynamic Evolution of Service Architecture in Mobile Cloud Applications.
Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012
A Model Checking Based Approach to Automatic Test Suite Generation for Testing Web Services and BPEL.
Proceedings of the 2012 IEEE Asia-Pacific Services Computing Conference, 2012
2011
J. Signal Process. Syst., 2011
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines.
Inf. Sci., 2011
Int. J. Syst. Sci., 2011
Expert Syst. Appl., 2011
Selection of logistics center location using Axiomatic Fuzzy Set and TOPSIS methodology in logistics management.
Expert Syst. Appl., 2011
Gain Scheduled State Feedback Control for Discrete-Time-Varying Polytopic Systems Subject to Input Saturation.
Circuits Syst. Signal Process., 2011
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Lightweight Software Product Line Based Privacy Protection Scheme for Pervasive Applications.
Proceedings of the Workshop Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011
2010
Stabilization for discrete-time fuzzy systems with Takagi-Sugeno's models: reduce the complexity.
Sci. China Inf. Sci., 2010
Novel artificial intelligent techniques via AFS theory: Feature selection, concept categorization and characteristic description.
Appl. Soft Comput., 2010
Achieve Semantic-based Precise Component Selection via an Ontology Model Interlinking Application Domain and MVICS.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain.
Proceedings of the Life System Modeling and Intelligent Computing, 2010
2009
The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets.
IEEE Trans. Knowl. Data Eng., 2009
New results on delay-dependent robust stability criteria of uncertain fuzzy systems with state and input delays.
Inf. Sci., 2009
New approaches on H<sub>infinity</sub> control of T-S fuzzy systems with interval time-varying delay.
Fuzzy Sets Syst., 2009
Applications of axiomatic fuzzy set clustering method on management strategic analysis.
Eur. J. Oper. Res., 2009
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009
Studies in Fuzziness and Soft Computing 244, Springer, ISBN: 978-3-642-00401-8, 2009
2008
Comments on "Further studies on LMI-based relaxed stabilization conditions for nonlinear systems in Takagi-Sugeno's form".
Autom., 2008
Feedback control of fractional nonlinear differential algebraic systems with Hamiltonian function method.
Appl. Math. Comput., 2008
A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification.
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
Semantics-Based Component Repository: Current State of Arts and a Calculation Rating Factor-Based Framework.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008
2007
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory II.
Inf. Sci., 2007
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I.
Inf. Sci., 2007
Int. J. Intell. Syst. Technol. Appl., 2007
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic.
Appl. Soft Comput., 2007
Stability Analysis and Synthesis of Robust Fuzzy Systems with State and Input Delays.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
2005
IEEE Trans. Syst. Man Cybern. Part B, 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
2004
The decomposition algorithm of AFS structure and its applications to failure diagnosis.
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004
2003
Approaches to quadratic stability conditions and H<sub>∞</sub> control designs for T-S fuzzy systems.
IEEE Trans. Fuzzy Syst., 2003
New approaches to H<sub>∞</sub> controller designs based on fuzzy observers for T-S fuzzy systems via LMI.
Autom., 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
H<sub>∞</sub> controller designs based on fuzzy observers for T-S fuzzy systems via LMI.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Proceedings of the American Control Conference, 2002
Proceedings of the American Control Conference, 2002
2000
Abstraction: a key notion for reverse engineering in a system reengineering approach.
J. Softw. Maintenance Res. Pract., 2000
1999
Fuzzy Sets Syst., 1999
1998
Fuzzy Sets Syst., 1998
Tackling the Abstraction Problem for Reverse Engineering in a System Re-engineering Approach.
Proceedings of the 1998 International Conference on Software Maintenance, 1998
Proceedings of the 5th Asia-Pacific Software Engineering Conference (APSEC '98), 1998
1997
Proceedings of the 21st International Computer Software and Applications Conference (COMPSAC '97), 1997
Proceedings of the 4th Asia-Pacific Software Engineering and International Computer Science Conference (APSEC '97 / ICSC '97), 1997