A Combination Model Based on EEMD-PE and Echo State Network for Chaotic Time Series Prediction. - Xinghan Xu; Weijie Ren (ICACI, 2019)

WRF Model Based Quantized Kernel Adaptive Filter for PM2.5 Concentration Online Prediction. - Xinghan Xu; Minoru Yoneda (SSCI, 2019)

Assessment of Atmospheric Impact of Environmental Governance Policies in Central China. - Xinghan Xu; Minoru Yoneda (SSCI, 2019)

A Hybrid Model Based on a Two-Layer Decomposition Approach and an Optimized Neural Network for Chaotic Time Series Prediction. - Xinghan Xu; Weijie Ren (Symmetry, 2019)

Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction. - Xiaodong Na 002; Weijie Ren; Xinghan Xu (Eng. Appl. Artif. Intell., 2021)

Multitask Air-Quality Prediction Based on LSTM-Autoencoder Model. - Xinghan Xu; Minoru Yoneda (IEEE Trans. Cybern., 2021)

A hybrid model of stacked autoencoder and modified particle swarm optimization for multivariate chaotic time series forecasting. - Xinghan Xu; Weijie Ren (Appl. Soft Comput., 2022)

Joint Discriminative Adversarial Domain Adaptation for Cross-Domain Fault Diagnosis. - Kai Sun; Xinghan Xu; Nannan Lu; Huijuan Xia; Min Han 001 (IEEE Trans. Instrum. Meas., 2023)

Multivariate conditional Granger causality analysis based on feature selection and Backward Time-lagged Variable Selection algorithm. - Meng Li; Xinghan Xu; Lei Hu (ASCC, 2024)

Progressive Difference Amplification Network With Edge Sensitivity for Remote Sensing Image Change Detection. - Yi Liang; Xinghan Xu; Chengkun Zhang; Jianwei Liu; Deyi Wang; Min Han 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Progressive Refinement Network for Remote Sensing Image Change Detection. - Xinghan Xu; Yi Liang; Jianwei Liu; Chengkun Zhang; Deyi Wang (IEEE Trans. Geosci. Remote. Sens., 2024)

A time series continuous missing values imputation method based on generative adversarial networks. - Yunsheng Wang; Xinghan Xu; Lei Hu; Jianchao Fan; Min Han 001 (Knowl. Based Syst., 2024)

Hierarchical Evolving Fuzzy System: A Method for Multidimensional Chaotic Time Series Online Prediction. - Lei Hu; Xinghan Xu; Weijie Ren; Min Han 001 (IEEE Trans. Fuzzy Syst., 2024)

MIIPSO-EFS: Learning system with self-optimized parameters for chaotic time series online prediction. - Lei Hu; Xinghan Xu; Jianwei Liu; Xiaohui Yan; Min Han 001 (Knowl. Based Syst., 2025)

Double-level discriminative domain adaptation network for cross-domain fault diagnosis. - Yufeng Li; Xinghan Xu; Lei Hu; Kai Sun; Min Han 001 (Appl. Intell., 2025)