Qin Chang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Rule Extraction

Multilayer Perceptron

Asymptotic Convergence

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Fuzzy Syst.

Publications

Ziwei Bian, Qin Chang, Jian Wang, Witold Pedrycz, Nikhil R. Pal
Takagi-Sugeno-Kang Fuzzy Systems for High-Dimensional Multilabel Classification. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Qin Chang, Zhen Zhang, Fanyue Wei, Jian Wang, Witold Pedrycz, Nikhil R. Pal
Adaptive Nonstationary Fuzzy Neural Network. Knowl. Based Syst. 288 (2024)
Guangdong Xue, Qin Chang, Jian Wang, Kai Zhang, Nikhil Ranjan Pal
An Adaptive Neuro-Fuzzy System With Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Guangdong Xue, Qin Chang, Jian Wang, Kai Zhang, Nikhil R. Pal
An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems. CoRR (2022)
Jian Wang, Qin Chang, Tao Gao, Kai Zhang, Nikhil R. Pal
Sensitivity analysis of Takagi-Sugeno fuzzy neural network. Inf. Sci. 582 (2022)
Xiangyu Wang, Jian Wang, Kai Zhang, Feng Lin, Qin Chang
Convergence and objective functions of noise-injected multilayer perceptrons with hidden multipliers. Neurocomputing 452 (2021)
Xuetao Xie, Huaqing Zhang, Junze Wang, Qin Chang, Jian Wang, Nikhil R. Pal
Regularization. IEEE Trans. Cybern. 50 (3) (2020)
Jian Wang, Qingquan Chang, Qin Chang, Yusong Liu, Nikhil R. Pal
Weight Noise Injection-Based MLPs With Group Lasso Penalty: Asymptotic Convergence and Application to Node Pruning. IEEE Trans. Cybern. 49 (12) (2019)
Tao Gao, Zhen Zhang, Qin Chang, Xuetao Xie, Peng Ren, Jian Wang
Conjugate gradient-based Takagi-Sugeno fuzzy neural network parameter identification and its convergence analysis. Neurocomputing 364 (2019)
Qin Chang, Junze Wang, Huaqing Zhang, Lina Shi, Jian Wang, Nikhil R. Pal
Structure Optimization of Neural Networks with L1 Regularization on Gates. SSCI (2018)
Qin Chang, Yihui Luan, Fengzhu Sun
Variance adjusted weighted UniFrac: a powerful beta diversity measure for comparing communities based on phylogeny. BMC Bioinform. 12 (2011)
Ronghua Li, Hongbing Meng, Qin Chang
Exponential stability of numerical solutions to SDDEs with Markovian switching. Appl. Math. Comput. 174 (2) (2006)