Deep attention fuzzy cognitive maps for interpretable multivariate time series prediction. - Dunwang Qin; Zhen Peng 001; Lifeng Wu (Knowl. Based Syst., 2023)

Interpretable predictive modeling of non-stationary long time series. - Dunwang Qin; Zhen Peng 001; Lifeng Wu (Comput. Ind. Eng., 2024)

FCHG: Fuzzy Cognitive Hypergraph for interpretable fault detection. - Dunwang Qin; Zhen Peng 001; Lifeng Wu (Expert Syst. Appl., 2024)

Accurate and interpretable PM2.5 prediction based on GC-AE-RegLSTM. - Yige Li; Jun Yang; Dunwang Qin (J. Comput. Sci., 2025)