| Lazy-learning-based data-driven model-free adaptive predictive control for a class of discrete-time nonlinear systems Z Hou, S Liu, T Tian IEEE transactions on neural networks and learning systems 28 (8), 1914-1928, 2016 | 119 | 2016 |
| A novel dual successive projection-based model-free adaptive control method and application to an autonomous car S Liu, Z Hou, T Tian, Z Deng, Z Li IEEE transactions on neural networks and learning systems 30 (11), 3444-3457, 2019 | 113 | 2019 |
| Local learning‐based model‐free adaptive predictive control for adjustment of oxygen concentration in syngas manufacturing industry Z Hou, S Liu, C Yin IET Control Theory & Applications 10 (12), 1384-1394, 2016 | 52 | 2016 |
| Data-driven model-free adaptive predictive control for a class of MIMO nonlinear discrete-time systems with stability analysis Y Guo, Z Hou, S Liu, S Jin IEEE Access 7, 102852-102866, 2019 | 51 | 2019 |
| Model‐free adaptive control method for a class of unknown MIMO systems with measurement noise and application to quadrotor aircraft S Liu, Z Hou, X Zhang, H Ji IET Control Theory & Applications 14 (15), 2084-2096, 2020 | 41 | 2020 |
| Model-free adaptive control based lateral control of self-driving car T Tian, Z Hou, S Liu, Z Deng Acta Automatica Sinica 43 (11), 1931-1940, 2017 | 37 | 2017 |
| Data-driven modeling for UGI gasification processes via an enhanced genetic BP neural network with link switches S Liu, Z Hou, C Yin IEEE Transactions on Neural Networks and Learning Systems 27 (12), 2718-2729, 2015 | 35 | 2015 |
| Path tracking control of a self‐driving wheel excavator via an enhanced data‐driven model‐free adaptive control approach S Liu, Z Hou, T Tian, Z Deng, L Guo IET Control Theory & Applications 14 (2), 220-232, 2020 | 22 | 2020 |
| Attitude adjustment of quadrotor aircraft platform via a data-driven model free adaptive control cascaded with intelligent PID S Liu, Z Hou, J Zheng 2016 Chinese Control and Decision Conference (CCDC), 4971-4976, 2016 | 19 | 2016 |
| A novel modified robust model-free adaptive control method for a class of nonlinear systems with time delay S Liu, Z Hou, Y Guo, L Guo 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS …, 2019 | 9 | 2019 |
| A novel anti-saturation model-free adaptive control algorithm and its application in the electric vehicle braking energy recovery system S Liu, Z Li, H Ji, L Wang, Z Hou Symmetry 14 (3), 580, 2022 | 7 | 2022 |
| Data-driven modeling for fixed-bed intermittent gasification processes by enhanced lazy learning incorporated with relevance vector machine CY Shida Liu, Zhongsheng Hou Proc. IEEE International Conference on Control & Automation (ICCA), 2014 | 7 | 2014 |
| Robust model free adaptive control for a class of nonlinear MIMO systems with measurement noise and data dropout X Zhang, Z Hou, S Liu 2017 11th Asian Control Conference (ASCC), 126-131, 2017 | 5 | 2017 |
| Data driven modeling for UGI gasification process via a variable structure genetic BP neural network S Liu, Z Hou, C Yin 2014 International Joint Conference on Neural Networks (IJCNN), 1071-1078, 2014 | 5 | 2014 |
| Data-driven distributed information-weighted consensus filtering in discrete-time sensor networks with switching topologies H Ji, Y Wei, L Fan, S Liu, Z Hou, L Wang IEEE Transactions on Cybernetics, 2022 | 4 | 2022 |
| Data learning‐based model‐free adaptive control and application to an NAO robot S Liu, Z Li, H Ji, Z Hou, L Chen International Journal of Robust and Nonlinear Control 33 (4), 2722-2747, 2023 | 3 | 2023 |
| Data‐driven consensus control for a class of unknown nonlinear multiagent systems with time delays S Liu, J Li, L Wang, Z Hou, H Ji IET Control Theory & Applications 16 (7), 698-717, 2022 | 3 | 2022 |
| Disturbance-Improved Model-Free Adaptive Prediction Control for Discrete-Time Nonlinear Systems with Time Delay H Ji, Y Wei, L Fan, S Liu, Y Wang, L Wang Symmetry 13 (11), 2128, 2021 | 3 | 2021 |
| Data–driven online modelling for a UGI gasification process using modified lazy learning with a relevance vector machine S Liu, H Ji, Z Hou, J Zuo, L Fan International Journal of Applied Mathematics and Computer Science 31 (2 …, 2021 | 3 | 2021 |
| A novel multi-agent model-free adaptive control algorithm for a class of multivehicle systems with constraints L Wu, Z Li, S Liu, Z Li, D Sun Symmetry 15 (1), 168, 2023 | 2 | 2023 |
