Online Identification of Nonlinear Spatiotemporal Systems Using Kernel Learning Approach. - Hanwen Ning; Xing Jian Jing; Li Cheng 002 (IEEE Trans. Neural Networks, 2011)

Identification of Nonlinear Spatiotemporal Dynamical Systems With Nonuniform Observations Using Reproducing-Kernel-Based Integral Least Square Regulation. - Hanwen Ning; Guangyan Qing; Xing Jian Jing (IEEE Trans. Neural Networks Learn. Syst., 2016)

Robust Online Learning Method Based on Dynamical Linear Quadratic Regulator. - Hanwen Ning; Jiaming Zhang 002; Xingjian Jing; Tianhai Tian (IEEE Access, 2019)

Online Identification of Nonlinear Stochastic Spatiotemporal System With Multiplicative Noise by Robust Optimal Control-Based Kernel Learning Method. - Hanwen Ning; Guangyan Qing; Tianhai Tian; Xing Jian Jing (IEEE Trans. Neural Networks Learn. Syst., 2019)

Control-based algorithms for high dimensional online learning. - Hanwen Ning; Jiaming Zhang 002; Ting-Ting Feng; Eric King-Wah Chu; Tianhai Tian (J. Frankl. Inst., 2020)

Online kernel classification with adjustable bandwidth using control-based learning approach. - Jiaming Zhang 002; Hanwen Ning (Pattern Recognit., 2020)

Deep Tobit networks: A novel machine learning approach to microeconometrics. - Jiaming Zhang 002; Zhanfeng Li; Xinyuan Song; Hanwen Ning (Neural Networks, 2021)

Online Kernel Learning With Adaptive Bandwidth by Optimal Control Approach. - Jiaming Zhang 002; Hanwen Ning; Xingjian Jing; Tianhai Tian (IEEE Trans. Neural Networks Learn. Syst., 2021)

Robust large-scale online kernel learning. - Lei Chen; Jiaming Zhang 002; Hanwen Ning (Neural Comput. Appl., 2022)

Generative adversarial mediation network: A novel generative learning approach to causal mediation analysis. - Jiaming Zhang 002; Yiqi Lin; Xinyuan Song; Hanwen Ning (Knowl. Based Syst., 2023)

Online portfolio selection with predictive instantaneous risk assessment. - Wenzhi Xi; Zhanfeng Li; Xinyuan Song; Hanwen Ning (Pattern Recognit., 2023)