Hongguang Li

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Publications

Citations

576

H-Index

Active since

2011

Affiliations

Beijing University of Chemical Technology(Current)

University of California, Los Angeles

Hongguang Li is an author at Beijing University of Chemical Technology specializing in engineering, process systems engineering, and machine learning.

ORCID

Publications per year

2011–2025

Publications

DTDR–ALSTM: Extracting dynamic time-delays to reconstruct multivariate data for improving attention-based LSTM industrial time series prediction models

Jince Li, Bo Yang, Hongguang Li et al. · Knowledge-Based Systems · 2020 · 77 citations

Computing, Industrial Engineering, Forecasting +15

Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data

Xiaoqing Zhang, Mingkai Xu, Yanru Li et al. · Sleep And Breathing · 2020 · 57 citations · Full text

Computing, Health Informatics, Clinical Informatics +16

Association rules mining based analysis of consequential alarm sequences in chemical processes

Jia Wang, Hongguang Li, Jingwen Huang et al. · Journal of Loss Prevention in the Process Industries · 2016 · 51 citations

Computing, Chemical Engineering, Chemistry +16

A novel intelligent modeling framework integrating convolutional neural network with an adaptive time-series window and its application to industrial process operational optimization

Yongjian Wang, Hongguang Li · Chemometrics and Intelligent Laboratory Systems · 2018 · 36 citations

Engineering, Chemical Engineering, Industrial Engineering +17

Optimization of process alarm thresholds: A multidimensional kernel density estimation approach

Hao Zang, Hongguang Li · Process Safety Progress · 2014 · 35 citations

Engineering, Chemical Engineering, Optimization +16

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