2025
Causalities-multiplicity oriented joint interval-trend fuzzy information granulation for interval-valued time series multi-step forecasting.
Inf. Sci., 2025
An interval-valued matrix factorization based trust-aware collaborative filtering algorithm for recommendation systems.
Inf. Sci., 2025
Multi-view clustering based on pairwise co-regularization and robust dual graph non-negative matrix factorization.
Neurocomputing, 2025
Equipping high-order fuzzy cognitive map with interpretable weights for multivariate time series forecasting.
Appl. Soft Comput., 2025
2024
Design Trend Fuzzy Granulation-Based Three-Layer Fuzzy Cognitive Map for Long-Term Forecasting of Multivariate Time Series.
IEEE Trans. Fuzzy Syst., December, 2024
Synergizing Two Types of Fuzzy Information Granules for Accurate and Interpretable Multistep Forecasting of Time Series.
IEEE Trans. Fuzzy Syst., October, 2024
An improved method for retinal vessel segmentation in U-Net.
Multim. Tools Appl., October, 2024
Constructing Spatial Relationship and Temporal Relationship Oriented Composite Fuzzy Cognitive Maps for Multivariate Time Series Forecasting.
IEEE Trans. Fuzzy Syst., August, 2024
A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series.
IEEE Trans. Fuzzy Syst., March, 2024
Build interval-valued time series forecasting model with interval cognitive map trained by principle of justifiable granularity.
Inf. Sci., January, 2024
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism.
Int. J. Approx. Reason., 2024
Oriented to a multi-learning mode: Establishing trend-fuzzy-granule-based LSTM neural networks for time series forecasting.
Appl. Soft Comput., 2024
DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste.
Proceedings of the Advances in Neural Networks - ISNN 2024, 2024
A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification.
Proceedings of the Computational Science - ICCS 2024, 2024
2023
Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series.
IEEE Trans. Cybern., December, 2023
Fuzzy granular recurrence plot and quantification analysis: A novel method for classification.
Pattern Recognit., July, 2023
Clustering time series under trend-oriented fuzzy information granulation.
Appl. Soft Comput., July, 2023
Incremental updating reduction for relation decision systems with dynamic conditional relation sets.
Inf. Sci., May, 2023
Multi-source fuzzy comprehensive evaluation.
Appl. Soft Comput., March, 2023
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting.
IEEE Trans. Cybern., 2023
Towards Complex Real-World Safety Factory Inspection: A High-Quality Dataset for Safety Clothing and Helmet Detection.
CoRR, 2023
Knowledge-Guidance Based Multi-Relational Graph Spectral Clustering Using a Novel Structural Similarity Measure.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
Design Novel FCM-based Forecasting Model for Interval-valued Time Series: From Distance-metric Perspective.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
A Graph Convolution Network and Fuzzy C-Means Based Human Skeleton Complement Method for Action Recognition Dataset Improvement.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
With A Knowledge Adaption Mechanism: A Novel Horizontal Collaborative Fuzzy Clustering Method.
Proceedings of the 19th International Conference on Natural Computation, 2023
Knowledge-Guidance Based Directed Graph Clustering.
Proceedings of the 19th International Conference on Natural Computation, 2023
Time Series Classification Based on Fuzzy Cognitive Maps and Multi-Class Decomposition with Ensembling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting.
IEEE Trans. Fuzzy Syst., 2022
Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting.
IEEE Trans. Fuzzy Syst., 2022
Multilinear-Trend Fuzzy Information Granule-Based Short-Term Forecasting for Time Series.
IEEE Trans. Fuzzy Syst., 2022
On rough set based fuzzy clustering for graph data.
Int. J. Mach. Learn. Cybern., 2022
Link prediction algorithm based on the initial information contribution of nodes.
Inf. Sci., 2022
Linear dynamic fuzzy granule based long-term forecasting model of interval-valued time series.
Inf. Sci., 2022
A fast algorithm for mining temporal association rules in a multi-attributed graph sequence.
Expert Syst. Appl., 2022
When Computer Vision Meets Algae.
Proceedings of the 6th International Conference on Universal Village, 2022
2021
Typical Characteristic-Based Type-2 Fuzzy C-Means Algorithm.
IEEE Trans. Fuzzy Syst., 2021
Matrix approach to spanning matroids of rough sets and its application to attribute reduction.
Theor. Comput. Sci., 2021
Integrate new cross association fuzzy logical relationships to multi-factor high-order forecasting model of time series.
Int. J. Mach. Learn. Cybern., 2021
Kernel Principal Component Analysis Pseudoinverse Learning Algorithm.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021
Embedding Knowledge Graphs into Multi-vector Space.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021
2020
Combining Classifiers for Foreign Pattern Rejection.
J. Artif. Intell. Soft Comput. Res., 2020
Multi-factor one-order cross-association fuzzy logical relationships based forecasting models of time series.
Inf. Sci., 2020
A novel alleviating fuzzy control algorithm for a class of nonlinear stochastic systems in pure-feedback form.
Fuzzy Sets Syst., 2020
Direct Neural Network Adaptive Tracking Control for Uncertain Non-Strict Feedback Systems With Nonsymmetric Dead-Zone.
IEEE Access, 2020
Information Granules and Granular Models: Selected Design Investigations.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Hierarchical clustering of unequal-length time series with area-based shape distance.
Soft Comput., 2019
Clustering of interval-valued time series of unequal length based on improved dynamic time warping.
Expert Syst. Appl., 2019
A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
A One-factor Granular Fuzzy Logical Relationship Based Multi-point Ahead Prediction Model.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
Mining Temporal Association Rules of an Attributed Graph Sequence at High Conceptual Levels.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
Linear Fuzzy Information Granulation Based Classification Method for Unequal Length Time Series.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
Mathematical Programming for Piecewise Linear Representation of Discrete Time Series.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
Fuzzy Partition Based Period Detection Method for Numerical Time Series.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
Knowledge Matching in Horizontal Collaborative Fuzzy Clustering.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
2018
Granularity Approach for Multi-Criteria Decision Making About Hybrid Evaluation Information.
Int. J. Pattern Recognit. Artif. Intell., 2018
Computational Intelligence in Astronomy: A Survey.
Int. J. Comput. Intell. Syst., 2018
Time-series clustering based on linear fuzzy information granules.
Appl. Soft Comput., 2018
A Long-association Relationship Based Forecasting Method for Time Series.
Proceedings of the 14th International Conference on Natural Computation, 2018
New Knowledge-Transmission Mechanisms Based Horizontal Collaborative Fuzzy Clustering Algorithms for Unequal-Length Time Series.
Proceedings of the Databases and Information Systems X, 2018
A New Knowledge-Transmission Based Horizontal Collaborative Fuzzy Clustering Algorithm for Unequal-Length Time Series.
Proceedings of the Databases and Information Systems, 2018
2017
Rank Factor Granules with Fuzzy Collaborative Clustering and Factor Space Theory.
Int. J. Pattern Recognit. Artif. Intell., 2017
Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system.
Int. J. Approx. Reason., 2017
Trajectory clustering using a new distance based on minimum convex hull.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017
A fast algorithm for mining temporal association rules based on a new definition.
Proceedings of the 13th International Conference on Natural Computation, 2017
Temporal fuzzy association rules mining based on fuzzy information granulation.
Proceedings of the 13th International Conference on Natural Computation, 2017
On Gradient Weighting Based Fuzzy Clustering for Graph Data.
Proceedings of the 13th International Conference on Computational Intelligence and Security, 2017
2016
Note on hesitant fuzzy prioritized weighted operators.
J. Intell. Fuzzy Syst., 2016
An area-based shape distance measure of time series.
Appl. Soft Comput., 2016
An improved fuzzy C-means clustering algorithm.
Proceedings of the 12th International Conference on Natural Computation, 2016
2015
Large-Scale Time Series Clustering Based on Fuzzy Granulation and Collaboration.
Int. J. Intell. Syst., 2015
Fuzzy Collaborative Intelligence and Systems.
Int. J. Intell. Syst., 2015
2014
Hesitation degree-based similarity measures for intuitionistic fuzzy sets.
Int. J. Inf. Commun. Technol., 2014
An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014
2013
New approach to MCDM under interval-valued intuitionistic fuzzy environment.
Int. J. Mach. Learn. Cybern., 2013
Knowledge Reduction in Lattice-Valued Information Systems with Interval-Valued Intuitionistic Fuzzy Decision.
Int. J. Artif. Intell. Tools, 2013
Granulation-based fuzzy clustering of large-scale time series.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013
2012
Knowledge-Guided Clustering of Large-Scale Time Series under Wavelet Transformation.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012
2011
Semidefinite Programming-Based Method for Implementing Linear Fitting to Interval-Valued Data.
Int. J. Fuzzy Syst. Appl., 2011
Fuzzy granulation of interval numbers.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011
2010
Approximating the true domain of fuzzy inference sentence with genetic algorithm.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Optimized fuzzy information granulation of temporal data.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Optimized fuzzy information granulation based machine learning classification.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
A New Pairwise Comparison Based Method of Ranking LR-fuzzy Numbers.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010
Fuzzy Granulation Based Forecasting of Time Series.
Proceedings of the Fuzzy Information and Engineering 2010, 2010
2009
The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence.
Appl. Soft Comput., 2009
Fuzzy Temporal Constraints Based Fuzzy Clustering Algorithm for Temporal Dadaset.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
2008
Generalized Triangular Norms Based Product and Similarity of Fuzzy Sets.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
A New Method for Determining the True Value Domain of Conditional Fuzzy Inference Sentences.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008
2007
Auto-weighted Horizontal Collaboration Fuzzy Clustering.
Proceedings of the Fuzzy Information and Engineering, 2007
A Necessary Preprocessing in Horizontal Collaborative Fuzzy Clustering.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Clustering Time Series with Granular Dynamic Time Warping Method.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Build Complicated Granules with Generalized Operations of Fuzzy Sets.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Improving Fuzzy C-Means with Shadow Set.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Finding periodicity in pseudo periodic time series and forecasting.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
2005
Rival Penalized Fuzzy Competitive Learning Algorithm.
Proceedings of the Advances in Natural Computation, First International Conference, 2005
A granulation-based method for finding similarity between time series.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005