Hongguang Li

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 · 72 citations

Extracting Dynamic Time-delays, Machine Learning, Data Science +8

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 · 56 citations · Full text

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

Engineering, Frequent Pattern Mining, Data Science +12

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

Convolutional Neural Network, Engineering, Industrial Engineering +12

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

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

Bayesian Decision Theory, Engineering, Process Alarm Thresholds +22