Multivariate conditional Granger causality analysis based on feature selection and Backward Time-lagged Variable Selection algorithm

Authors: Li, Meng, Xu, Xinghan, Hu, Lei

Source: 2024 14th Asian Control Conference (ASCC) Control Conference (ASCC), 2024 14th Asian. :1879-1884 Jul, 2024

Relation: 2024 14th Asian Control Conference (ASCC)

A centroid contrastive multi-source domain adaptation method for fault diagnosis with category shift

Authors: Li, Yufeng ^a, Xu, Xinghan ^{b, ⁎}, Hu, Lei ^a, Sun, Kai ^a, Han, Min ^c

Source: In Measurement 15 May 2025 248

A study on long-term forecasting of water quality data using self-attention with correlation

Authors: Xue, Zhi ^a, Xu, Xinghan ^{b, ⁎}, Hu, Lei ^a, Liu, Jianwei ^b, Yan, Xiaohui ^b, Han, Min ^{c, d}

Source: In Journal of Hydrology April 2025 650

MIIPSO-EFS: Learning system with self-optimized parameters for chaotic time series online prediction

Authors: Hu, Lei ^a, Xu, Xinghan ^{b, ⁎}, Liu, Jianwei ^b, Yan, Xiaohui ^b, Han, Min ^{c, d}

Source: In Knowledge-Based Systems 15 February 2025 310

WRF Model Based Quantized Kernel Adaptive Filter for PM2.5 Concentration Online Prediction

Authors: Xu, Xinghan, Yoneda, Minoru

Source: 2019 IEEE Symposium Series on Computational Intelligence (SSCI) Computational Intelligence (SSCI), 2019 IEEE Symposium Series on. :994-1001 Dec, 2019

Relation: 2019 IEEE Symposium Series on Computational Intelligence (SSCI)

Assessment of Atmospheric Impact of Environmental Governance Policies in Central China

Authors: Xu, Xinghan, Yoneda, Minoru

Source: 2019 IEEE Symposium Series on Computational Intelligence (SSCI) Computational Intelligence (SSCI), 2019 IEEE Symposium Series on. :1735-1742 Dec, 2019

Relation: 2019 IEEE Symposium Series on Computational Intelligence (SSCI)

A Combination Model Based on EEMD-PE and Echo State Network for Chaotic Time Series Prediction

Authors: Xu, Xinghan, Ren, Weijie

Source: 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI) Advanced Computational Intelligence (ICACI), 2019 Eleventh International Conference on. :290-295 Jun, 2019

Relation: 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI)

Double-Layer Distributed and Integrated Fault Detection Strategy for Non-Gaussian Dynamic Industrial Systems.

Authors: Dong, Shengli^1,2 (AUTHOR) dong.shengli@coscoshipping.com, Xu, Xinghan³ (AUTHOR) xuxh2023@dlut.edu.cn, Chen, Yuhang^1,2 (AUTHOR) chen.yuhang@coscoshipping.com, Zhang, Yifang⁴ (AUTHOR) zhangyifang@mail.dlut.edu.cn, Wang, Shengzheng¹ (AUTHOR) szwang@shmtu.edu.cn

Source: Entropy. Oct2024, Vol. 26 Issue 10, p815. 18p.

Subject Terms: *INDUSTRIALISM, *BAYESIAN field theory, *DYNAMICAL systems, *PRINCIPAL components analysis, *K-means clustering

A time series continuous missing values imputation method based on generative adversarial networks

Authors: Wang, Yunsheng, Xu, Xinghan, Hu, Lei, Fan, Jianchao, Han, Min

Source: In Knowledge-Based Systems 11 January 2024 283

Double-level discriminative domain adaptation network for cross-domain fault diagnosis: Double-level discriminative domain...: Y. Li et al.

Authors: Li, Yufeng, Xu, Xinghan, Hu, Lei, Sun, Kai, Han, Min

Source: Applied Intelligence; Apr2025, Vol. 55 Issue 5, p1-17, 17p

Random Fourier feature kernel recursive maximum mixture correntropy algorithm for online time series prediction

Authors: Xu, Xinghan, Ren, Weijie

Source: In ISA Transactions July 2022 126:370-376

A hybrid model of stacked autoencoder and modified particle swarm optimization for multivariate chaotic time series forecasting

Authors: Xu, Xinghan, Ren, Weijie

Source: In Applied Soft Computing Journal February 2022 116

Review of satellite-driven statistical models [formula omitted] concentration estimation with comprehensive information

Authors: Xu, Xinghan, Zhang, Chengkun, Liang, Yi

Source: In Atmospheric Environment 1 July 2021 256

Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction

Authors: Na, Xiaodong, Ren, Weijie, Xu, Xinghan

Source: In Engineering Applications of Artificial Intelligence June 2021 102

Air quality co-benefits from climate mitigation for human health in South Korea

Authors: Kim, Satbyul Estella, Xie, Yang, Dai, Hancheng, Fujimori, Shinichiro, Hijioka, Yasuaki, Honda, Yasushi, Hashizume, Masahiro, Masui, Toshihiko, Hasegawa, Tomoko, Xu, Xinghan, Yi, Kan, Kim, Ho

Source: In Environment International March 2020 136

Co-benefits of climate mitigation on air quality and human health in Asian countries

Authors: Xie, Yang, Dai, Hancheng, Xu, Xinghan, Fujimori, Shinichiro, Hasegawa, Tomoko, Yi, Kan, Masui, Toshihiko, Kurata, Gakuji

Source: In Environment International October 2018 119:309-318

Estimation of ground-level PM2.5 concentration using MODIS AOD and corrected regression model over Beijing, China.

Authors: Xu, Xinghan¹ (AUTHOR), Zhang, Chengkun² (AUTHOR) zhangchengkundon@mail.dlut.edu.cn

Source: PLoS ONE. 10/13/2020, Vol. 15 Issue 10, p1-15. 15p.

Subject Terms: *REGRESSION analysis, *TREND analysis, *OPTICAL depth (Astrophysics), *WIND speed, *SURFACE temperature, *HUMIDITY

Geographic Terms: BEIJING (China)

A Comprehensive Review of Machine Learning for Water Quality Prediction over the Past Five Years.

Authors: Yan, Xiaohui, Zhang, Tianqi, Du, Wenying, Meng, Qingjia, Xu, Xinghan, Zhao, Xiang

Source: Journal of Marine Science & Engineering; Jan2024, Vol. 12 Issue 1, p159, 18p

Subject Terms: WATER quality, MACHINE learning, TECHNOLOGICAL innovations, FORECASTING, ELECTRONIC data processing, FECAL contamination, DATA quality

Hierarchical Evolving Fuzzy System: A Method for Multidimensional Chaotic Time Series Online Prediction

Authors: Hu, Lei, Xu, Xinghan, Ren, Weijie, Han, Min

Source: IEEE Transactions on Fuzzy Systems; 2024, Vol. 32 Issue: 6 p3329-3341, 13p

Prediction of Air Pollution Concentration Based on mRMR and Echo State Network.

Authors: Xu, Xinghan¹, xu.xinghan.57u@st.kyoto-u.ac.jp, Ren, Weijie², xu.xinghan.57u@st.kyoto-u.ac.jp

Source: Applied Sciences (2076-3417); 5/15/2019, Vol. 9 Issue 9, p1811, 14p