Jianhua Yang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 27

Top Topics

Information Granules

Top Venues

IEEE Trans. Cybern.

Knowl. Based Syst.

IEEE Trans. Fuzzy Syst.

Publications

Rui Yin, Wei Lu, Jianhua Yang
A stacked architecture-based fuzzy classifier with data position transformation using fuzzy cognitive maps. J. Intell. Fuzzy Syst. 46 (1) (2024)
Rui Yin, Wei Lu, Jianhua Yang
A Hypersphere Information Granule-Based Fuzzy Classifier Embedded With Fuzzy Cognitive Maps for Classification of Imbalanced Data. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Yan Fang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Qi Lang, Jianhua Yang
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Rui Yin, Xuejun Pan, Liyong Zhang, Jianhua Yang, Wei Lu
A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification. Inf. Sci. 633 (2023)
Wei Lu, Cong Ma, Witold Pedrycz, Jianhua Yang
Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation. IEEE Trans. Cybern. 53 (5) (2023)
Guoliang Feng, Liyong Zhang, Jianhua Yang, Wei Lu
Long-term prediction of time series using fuzzy cognitive maps. Eng. Appl. Artif. Intell. 102 (2021)
Jing Guo, Wei Lu, Jianhua Yang, Xiaodong Liu
A rule-based granular model development for interval-valued time series. Int. J. Approx. Reason. 136 (2021)
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method. IEEE Trans. Fuzzy Syst. 29 (7) (2021)
Guoliang Feng, Wei Lu, Jianhua Yang
The Modeling of Time Series Based on Least Square Fuzzy Cognitive Map. Algorithms 14 (3) (2021)
Guoliang Feng, Wei Lu, Jianhua Yang
Time Series Modeling with Fuzzy Cognitive Maps based on Partitioning Strategies. FUZZ-IEEE (2021)
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces. IEEE Trans. Cybern. 51 (5) (2021)
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy. IEEE Trans. Cybern. 51 (4) (2021)
Chen Fu, Jianhua Yang
Granular Classification for Imbalanced Datasets: A Minkowski Distance-Based Method. Algorithms 14 (2) (2021)
Chen Fu, Wei Lu, Witold Pedrycz, Jianhua Yang
Rule-based granular classification: A hypersphere information granule-based method. Knowl. Based Syst. 194 (2020)
Wei Lu, Guoliang Feng, Xiaodong Liu, Witold Pedrycz, Liyong Zhang, Jianhua Yang
Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Chen Fu, Wei Lu, Witold Pedrycz, Jianhua Yang
Fuzzy granular classification based on the principle of justifiable granularity. Knowl. Based Syst. 170 (2019)
Wei Lu, Dan Shan, Witold Pedrycz, Liyong Zhang, Jianhua Yang, Xiaodong Liu
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox. IEEE Trans. Fuzzy Syst. 27 (4) (2019)
Dan Shan, Wei Lu, Jianhua Yang
Interval Granular Fuzzy Models: Concepts and Development. IEEE Access 7 (2019)
Wei Zhou, Dan Shan, Jianhua Yang, Wei Lu
The Modeling of Interval-Valued Time Series: A Method Based on Fuzzy Set Theory and Artificial Neural Networks. Int. J. Comput. Intell. Appl. 18 (1) (2019)
Tianming Yu, Jianhua Yang, Wei Lu
Dynamic Background Subtraction Using Histograms Based on Fuzzy C-Means Clustering and Fuzzy Nearness Degree. IEEE Access 7 (2019)
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy. CoRR (2019)
Tianming Yu, Jianhua Yang, Wei Lu
Combining Background Subtraction and Convolutional Neural Network for Anomaly Detection in Pumping-Unit Surveillance. Algorithms 12 (6) (2019)
Wei Lu, Wei Zhou, Dan Shan, Liyong Zhang, Jianhua Yang, Xiaodong Liu
The linguistic modeling of interval-valued time series: A perspective of granular computing. Inf. Sci. 478 (2019)
Tianming Yu, Jianhua Yang, Wei Lu
Refinement of Background-Subtraction Methods Based on Convolutional Neural Network Features for Dynamic Background. Algorithms 12 (7) (2019)
Wei Lu, Liyong Zhang, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series. Appl. Soft Comput. 42 (2016)
Wei Lu, Xueyan Chen, Witold Pedrycz, Xiaodong Liu, Jianhua Yang
Using interval information granules to improve forecasting in fuzzy time series. Int. J. Approx. Reason. 57 (2015)
Wei Lu, Liyong Zhang, Xiaodong Liu, Jianhua Yang, Witold Pedrycz
A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights. Int. J. Intell. Syst. 30 (2) (2015)
Wei Lu, Witold Pedrycz, Xiaodong Liu, Jianhua Yang, Peng Li
The modeling of time series based on fuzzy information granules. Expert Syst. Appl. 41 (8) (2014)
Wei Lu, Jianhua Yang, Xiaodong Liu, Witold Pedrycz
The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering. Knowl. Based Syst. 70 (2014)
Wei Lu, Jianhua Yang, Xiaodong Liu
Numerical Prediction of Time Series Based on FCMs with Information Granules. Int. J. Comput. Commun. Control 9 (3) (2014)
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)
Wei Lu, Jianhua Yang, Xiaodong Liu
The linguistic forecasting of time series based on fuzzy cognitive maps. IFSA/NAFIPS (2013)
Wei Lu, Jianhua Yang, Xiaodong Liu
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm. J. Comput. 7 (10) (2012)
Jianhua Yang, Wei Lu, Wenqi Liu
PID Controller Based on the Artificial Neural Network. ISNN (2) (2004)