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A deep generative approach for crash frequency model with heterogeneous imbalanced data Journal article
Analytic Methods in Accident Research, 2022,Volume: 34
Authors:  Ding, Hongliang;  Lu, Yuhuan;  Sze, N. N.;  Chen, Tiantian;  Guo, Yanyong;  Lin, Qinghai
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Augmented Variational Autoencoder  Crash Frequency Model  Imbalanced Crash Data  Machine Learning  
Model selection for RBF-ARX models Journal article
Applied Soft Computing, 2022,Volume: 121
Authors:  Chen, Qiong Ying;  Chen, Long;  Su, Jian Nan;  Fu, Ming Jian;  Chen, Guang Yong
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Genetic Algorithms  Model Selection  Parameter Estimation  Rbf-arx Models  Time Series Prediction  Variable Projection  
First-Person Influences on Third-Person Perceptions Conference paper
Online, 17 April 2022
Authors:  Xinshu ZHAO;  Xudong LIU;  Yue Selene CHEN;  Wen Aquamarine JIAO;  Song Harris AO;  Fuyuan SHEN;  Zhilong George ZHAO
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Constrained Variable Projection Optimization for Stationary RBF-AR Models Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022,Volume: 52,Issue: 3,Page: 1882-1890
Authors:  Chen, Jia;  Gan, Min;  Chen, Guang Yong;  Chen, C. L.Philip
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Constrained Evolutionary Algorithm (Cea)  Prediction  Radial Basis Function Network-based Autoregressive (Rbf-ar) Model  Stationarity  Variable Projection  
Forensic Analysis of JPEG-Domain Enhanced Images via Coefficient Likelihood Modeling Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1006-1019
Authors:  Yang, Jianquan;  Zhu, Guopu;  Luo, Yao;  Kwong, Sam;  Zhang, Xinpeng;  Zhou, Yicong
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Coefficient Periodicity Analysis  Image Forensics  Jpeg-domain Enhancement  Maximum Likelihood Estimation  Quantization Step Estimation  
Real-time simultaneous input-state-parameter estimation with modulated colored noise excitation Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 165
Authors:  Huang, Ke;  Yuen, Ka Veng;  Wang, Lei
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Extended Kalman Filter  Input-state-parameter Estimation  Modulated Colored Noise  Nonstationary Response  Real-time Estimation  
Robust Takagi-Sugeno Fuzzy Fault Tolerant Control for Vehicle Lateral Dynamics Stabilization with Integrated Actuator Fault and Time Delay Journal article
Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME, 2022,Volume: 144,Issue: 2
Authors:  Ma, Kuo;  Xie, Zhengchao;  Wong, Pak Kin;  Li, Wenfeng;  Chu, Shaoqiang;  Zhao, Jing
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A resampling approach to disaggregate analysis of bus-involved crashes using panel data with excessive zeros Journal article
Accident Analysis and Prevention, 2022,Volume: 164
Authors:  Chen, Tiantian;  Lu, Yuhuan;  Fu, Xiaowen;  Sze, N. N.;  Ding, Hongliang
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Bus Safety  Crash Frequency Model  Excessive Zeros  Resampling Approach  
An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
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Iterative algorithms  Jacobian matrices  Matrix decomposition  Numerical models  Optimization  Parameter estimation  Projection algorithms  radial basis function network-based state-dependent autoregressive (RBF-AR) model  separable nonlinear least-squares (SNLLS) problem  Signal processing  variable projection.\enlargethispage-12pt  
Neural Network Modeling of Shear Wave Velocity of Macau Soils Using SPT and CPT Data Conference paper
Lecture Notes in Civil Engineering
Authors:  Zhou, Z.;  Lok, T. M.H.
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Artificial neural network  CPT  Nonlinear regression  Shear wave velocity  SPT-N