Xinggao Liu

Gradient‐based and least‐squares‐based iterative algorithms for Hammerstein systems using the hierarchical identification principle

Feng Ding, Xinggao Liu, Jian Chu · IET Control Theory and Applications · 2013 · 246 citations · Full text

Numerical Analysis, Reduced Order Modeling, Hierarchical Identification Principle +13

A novel intrusion detection system based on an optimal hybrid kernel extreme learning machine

Lu Lv, Wenhai Wang, Zeyin Zhang et al. · Knowledge-Based Systems · 2020 · 163 citations

Support Vector Machine, Engineering, Machine Learning +8

Least squares based iterative identification for a class of multirate systems

Xinggao Liu, Jing Lu · Automatica · 2010 · 142 citations

Numerical Analysis, State Estimation, Nonlinear System Identification +11

Hierarchical least-squares based iterative identification for multivariable systems with moving average noises

Heqiang Han, Li Xie, Feng Ding et al. · Mathematical and Computer Modelling · 2010 · 117 citations

State Estimation, Nonlinear System Identification, Parameter Identification +10

Hierarchical gradient based iterative parameter estimation algorithm for multivariable output error moving average systems

Zhening Zhang, Feng Ding, Xinggao Liu · Computers & Mathematics with Applications · 2010 · 111 citations

Numerical Analysis, State Estimation, Nonlinear System Identification +11