Yonghua Yin

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 15

Top Topics

Attack Detection

Robot Manipulators

Top Venues

Int. J. Control

Publications

Will Serrano, Erol Gelenbe, Yonghua Yin
The Random Neural Network with Deep Learning Clusters in Smart Search. Neurocomputing 396 (2020)
Nachuan Yang, Yonghua Yin, Jinrong Liu
Positive Consensus of Directed Multi-agent Systems using Dynamic Output-feedback Control. CDC (2019)
Yonghua Yin, Erol Gelenbe
Non-negative Autoencoder with Simplified Random Neural Network. IJCNN (2019)
Olivier Brun, Yonghua Yin
Random Neural Networks and Deep Learning for Attack Detection at the Edge. ICFC (2019)
Olivier Brun, Yonghua Yin, Erol Gelenbe, Yasin Murat Kadioglu, Javier Augusto-Gonzalez, Manuel Ramos
Deep Learning with Dense Random Neural Networks for Detecting Attacks Against IoT-Connected Home Environments. Euro-CYBERSEC (2018)
Olivier Brun, Yonghua Yin, Erol Gelenbe
Deep Learning with Dense Random Neural Network for Detecting Attacks against IoT-connected Home Environments. FNC/MobiSPC (2018)
Ingrid Grenet, Yonghua Yin, Jean-Paul Comet
G-Networks to Predict the Outcome of Sensing of Toxicity. Sensors 18 (10) (2018)
Yonghua Yin
Deep Learning with the Random Neural Network and its Applications. CoRR (2018)
Ingrid Grenet, Yonghua Yin, Jean-Paul Comet, Erol Gelenbe
Machine Learning to Predict Toxicity of Compounds. ICANN (1) (2018)
Yonghua Yin, Erol Gelenbe
Single-cell based random neural network for deep learning. IJCNN (2017)
Erol Gelenbe, Yonghua Yin
Deep Learning with Dense Random Neural Networks. ICMMI (2017)
Yonghua Yin, Lan Wang, Erol Gelenbe
Multi-layer neural networks for quality of service oriented server-state classification in cloud servers. IJCNN (2017)
Yonghua Yin, Erol Gelenbe
Nonnegative autoencoder with simplified random neural network. CoRR (2016)
Yunong Zhang, Dechao Chen, Long Jin, Yinyan Zhang, Yonghua Yin
GD-aided IOL (input-output linearisation) controller for handling affine-form nonlinear system with loose condition on relative degree. Int. J. Control 89 (4) (2016)
Yonghua Yin, Erol Gelenbe
Deep Learning in Multi-Layer Architectures of Dense Nuclei. CoRR (2016)
Yunong Zhang, Long Jin, Dongsheng Guo, Yonghua Yin, Yao Chou
Taylor-type 1-step-ahead numerical differentiation rule for first-order derivative approximation and ZNN discretization. J. Comput. Appl. Math. 273 (2015)
Yonghua Yin
Line-Search Aided Non-negative Least-Square Learning for Random Neural Network. ISCIS (2015)
Yunong Zhang, Ying Wang, Yonghua Yin, Hongzhou Tan, Qingkai Zeng
Theory and Substantiation of z0g1 Controller Conquering Singularity Problem of Output Tracking for a Class of Nonlinear System. CSE (2014)
Yunong Zhang, Xiaotian Yu, Dongsheng Guo, Yonghua Yin, Zhijun Zhang
Weights and structure determination of multiple-input feed-forward neural network activated by Chebyshev polynomials of Class 2 via cross-validation. Neural Comput. Appl. 25 (7-8) (2014)
Yunong Zhang, Yonghua Yin, Dongsheng Guo, Xiaotian Yu, Lin Xiao
Cross-validation based weights and structure determination of Chebyshev-polynomial neural networks for pattern classification. Pattern Recognit. 47 (10) (2014)
Jiawei Luo, Xiaotian Yu, Yonghua Yin, Hongzhou Tan, Yunong Zhang
Acceleration-level Z2G0 controller for redundant manipulator end-effector tracking. FSKD (2014)
Yunong Zhang, Xiaotian Yu, Yonghua Yin, Chen Peng, Zhengping Fan
Singularity-conquering ZG controllers of z2g1 type for tracking control of the IPC system. Int. J. Control 87 (9) (2014)
Yunong Zhang, Ying Wang, Yonghua Yin, Long Jin, Dechao Chen
ZG controllers for output tracking of nonlinear mass-spring-damper mechanical system with division-by-zero problem solved. ROBIO (2013)
Yonghua Yin, Qing Xie, Ying Wang, Dechao Chen, Yunong Zhang
ZG Control for Ship Course Tracking with Singularity Considered and Solved. DASC (2013)
Yunong Zhang, Jinrong Liu, Yonghua Yin, Feiheng Luo, Jianhao Deng
Zhang-Gradient Controllers of Z0G0, Z1G0 and Z1G1 Types for Output Tracking of Time-Varying Linear Systems with Control-Singularity Conquered Finally. ISNN (2) (2013)
Yunong Zhang, Chen Peng, Xiaotian Yu, Yonghua Yin, Yingbiao Ling
ZD and ZG controllers for explicit and implicit tracking of pendulum with singularity finally conquered. ICMLC (2013)
Yunong Zhang, Jinhao Chen, Dongsheng Guo, Yonghua Yin, Wenchao Lao
Growing-type weights and structure determination of 2-input Legendre orthogonal polynomial neuronet. ISIE (2012)
Yunong Zhang, Wenchao Lao, Yonghua Yin, Lin Xiao, Jinhao Chen
Weights and structure determination of pruning-while-growing type for 3-input power-activation feed-forward neuronet. ICAL (2012)
Yunong Zhang, Huarong Wu, Zhijun Zhang, Senbo Fu, Yonghua Yin
Different-Level Schemes' Equivalence for Self-Motion Planning of Robot Manipulators. AICI (2012)