Runshan Xie

According to our database, Runshan Xie authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Cognitively "AND"-Biased Adversarial TSK Fuzzy Classifier: Training and Generalization Analysis.

Runshan Xie, Fu-Lai Chung, Shitong Wang

IEEE Trans. Syst. Man Cybern. Syst., April, 2026

Fuzzy Apriori classifier enhanced by stacking and adversarial knowledge assistance.

Runshan Xie, Fu-Lai Chung, Shitong Wang

Inf. Fusion, 2026

2025

An Interpretable Ensemble Fuzzy Classifier for Smartphone Sensor-Based Human Activity Classification.

Runshan Xie, Guanjin Wang, Shitong Wang

IEEE Trans. Ind. Informatics, June, 2025

2024

Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-Step Wide Calculation.

Runshan Xie, Chi-Man Vong, Shitong Wang

IEEE Trans. Fuzzy Syst., April, 2024

A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method.

Runshan Xie, Fu-Lai Chung, Shitong Wang

IEEE Trans. Fuzzy Syst., March, 2024

A novel data-free continual learning method with contrastive reversion.

Chu Wu, Runshan Xie, Shitong Wang

Int. J. Mach. Learn. Cybern., February, 2024

A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels.

Shitong Wang, Runshan Xie

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2022

Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission.

Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A wide interpretable Gaussian Takagi-Sugeno-Kang fuzzy classifier and its incremental learning.

Runshan Xie, Shitong Wang

Knowl. Based Syst., 2022

Wide Ensemble of Interpretable TSK Fuzzy Classifiers with Application to Smartphone Sensor-Based Human Activity Recognition.

Runshan Xie, Shitong Wang

Proceedings of the Neural Information Processing - 29th International Conference, 2022