Hongpeng Zhou

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Partial Least Squares

Fault Detection

Tennessee Eastman

Top Venues

Publications

Hongpeng Zhou, Wei Pan
Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems. CoRR (2022)
Hongpeng Zhou, Chahine Ibrahim, Wei-Xing Zheng, Wei Pan
Sparse Bayesian deep learning for dynamic system identification. Autom. 144 (2022)
Hongpeng Zhou, Chahine Ibrahim, Wei Xing Zheng, Wei Pan
Sparse Bayesian Deep Learning for Dynamic System Identification. CoRR (2021)
Guoqiang Chen, Zhuangzhuang Mao, Huailong Yi, Xiaofeng Li, Bingxin Bai, Mengchao Liu, Hongpeng Zhou
Pedestrian Detection Based on Panoramic Depth Map Transformed from 3D-LiDAR Data. Period. Polytech. Electr. Eng. Comput. Sci. 64 (3) (2020)
Hongpeng Zhou, Minghao Yang, Jun Wang, Wei Pan
BayesNAS: A Bayesian Approach for Neural Architecture Search. CoRR (2019)
Hongpeng Zhou, Chahine Ibrahim, Wei Pan
A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark. CoRR (2019)
Hongpeng Zhou, Minghao Yang, Jun Wang, Wei Pan
BayesNAS: A Bayesian Approach for Neural Architecture Search. ICML (2019)
Zelin Ren, Jian Hou, Hongpeng Zhou
Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. IECON (2016)
Hongyan Yang, Lei Liu, Hongpeng Zhou, Tianyi Gao
Multivariate statistic methods for predicting electricity consumption of Beijing. IECON (2016)
Mingyang Yang, Xuebo Yang, Chengming Yang, Hongpeng Zhou
Key data set selection algorithm based on PLS regression in industrial process. IECON (2016)
Hongpeng Zhou, Ao Chen, Chengming Yang, Jiapeng Yin, Han Yu
A data-driven KPI prediction method for vehicular cyber physical system. ISIE (2016)
Ao Chen, Hongpeng Zhou, Yujian An, Wei Sun
PCA and PLS monitoring approaches for fault detection of wastewater treatment process. ISIE (2016)