Chonghui Guo

Chonghui Guo

Dalian University of Technology

H-index: 29

Asia-China

About Chonghui Guo

Chonghui Guo, With an exceptional h-index of 29 and a recent h-index of 24 (since 2020), a distinguished researcher at Dalian University of Technology, specializes in the field of data mining and machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

An interpretable automated feature engineering framework for improving logistic regression

A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time prediction

Big data analytics in healthcare

Heart failure disease prediction and stratification with temporal electronic health records data using patient representation

An explainable knowledge distillation method with XGBoost for ICU mortality prediction

Chinese Medicinal Materials Price Index Trend Prediction Using GA-XGBoost Feature Selection and Bidirectional GRU Deep Learning

CoxNAM: An interpretable deep survival analysis model

Unifying diagnosis identification and prediction method embedding the disease ontology structure from electronic medical records

Chonghui Guo Information

University

Position

Institute of Systems Engineering

Citations(all)

3342

Citations(since 2020)

1799

Cited By

2259

hIndex(all)

29

hIndex(since 2020)

24

i10Index(all)

56

i10Index(since 2020)

42

Email

University Profile Page

Dalian University of Technology

Google Scholar

View Google Scholar Profile

Chonghui Guo Skills & Research Interests

data mining and machine learning

Top articles of Chonghui Guo

Title

Journal

Author(s)

Publication Date

An interpretable automated feature engineering framework for improving logistic regression

Applied Soft Computing

Mucan Liu

Chonghui Guo

Liangchen Xu

2024/3/1

A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time prediction

Artificial Intelligence in Medicine

Liangchen Xu

Chonghui Guo

Mucan Liu

2024/1/1

Big data analytics in healthcare

Ashwin Belle

Raghuram Thiagarajan

SM Soroushmehr

Fatemeh Navidi

Daniel A Beard

...

2015/7/2

Heart failure disease prediction and stratification with temporal electronic health records data using patient representation

Biocybernetics and Biomedical Engineering

Ye Liang

Chonghui Guo

2023/1/1

An explainable knowledge distillation method with XGBoost for ICU mortality prediction

Computers in Biology and Medicine

Mucan Liu

Chonghui Guo

Sijia Guo

2023/1/1

Chinese Medicinal Materials Price Index Trend Prediction Using GA-XGBoost Feature Selection and Bidirectional GRU Deep Learning

Ye Liang

Chonghui Guo

2023/11/23

CoxNAM: An interpretable deep survival analysis model

Liangchen Xu

Chonghui Guo

2023/4/29

Unifying diagnosis identification and prediction method embedding the disease ontology structure from electronic medical records

Frontiers in Public Health

Jingfeng Chen

Chonghui Guo

Menglin Lu

Suying Ding

2022/1/20

A unified framework based on graph consensus term for multiview learning

IEEE Transactions on Neural Networks and Learning Systems

Xiangzhu Meng

Lin Feng

Chonghui Guo

Huibing Wang

Shu Wu

2022/9/12

Adaptive spectral affinity propagation clustering

Journal of Systems Engineering and Electronics

Lin Tang

Leilei Sun

Chonghui Guo

Zhen Zhang

2022/6

A Dynamic Ensemble Learning Algorithm based on K-means for ICU mortality prediction

Applied Soft Computing

Chonghui Guo

Mucan Liu

Menglin Lu

2021/5/1

Evolution analysis of diagnosis and treatment plans of corona virus disease 2019 based on text mining

Sheng wu yi xue Gong Cheng xue za zhi= Journal of Biomedical Engineering= Shengwu Yixue Gongchengxue Zazhi

Chonghui Guo

Liangchen Xu

Wei Wei

Jingfeng Chen

2021/4/1

A Deep Learning Post-Discharge Mortality Prediction Method Considering Diagnosis Information for ICU Patients

Mucan Liu

Chonghui Guo

Shaoze Cui

2021/11/8

A Simulation Research Towards Better Leverage of Sales Ranking

Journal of Systems Science and Systems Engineering

Lin Tang

Leilei Sun

Chonghui Guo

Yuqian Zuo

Zhen Zhang

2021

Automatic treatment regimen design

IEEE Transactions on Knowledge and Data Engineering

Leilei Sun

Chuanren Liu

Guoqing Chen

Chonghui Guo

Hui Xiong

...

2021/10/6

An improved LDA topic modeling method based on partition for medium and long texts

Chonghui Guo

Menglin Lu

Wei Wei

2021/6

Mining top-n high-utility operation patterns for taxi drivers

Expert Systems with Applications

Caihong Liu

Chonghui Guo

2021/5/15

Fast clustering by affinity propagation based on density peaks

IEEE Access

Yang Li

Chonghui Guo

Leilei Sun

2020/7/29

A fusion framework to extract typical treatment patterns from electronic medical records

Artificial intelligence in medicine

Jingfeng Chen

Leilei Sun

Chonghui Guo

Yanming Xie

2020/3/1

STCCD: Semantic trajectory clustering based on community detection in networks

Expert Systems with Applications

Caihong Liu

Chonghui Guo

2020/12/30

See List of Professors in Chonghui Guo University(Dalian University of Technology)