Cheng Chen

LightGBM-PPI: Predicting protein-protein interactions through LightGBM with multi-information fusion

Cheng Chen, Qingmei Zhang, Qin Ma et al. · Chemometrics and Intelligent Laboratory Systems · 2019 · 275 citations

Interactomics, Natural Sciences, Medicine +9

Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier

Cheng Chen, Qingmei Zhang, Bin Yu et al. · Computers in Biology and Medicine · 2020 · 238 citations

Xgboost Feature Selection, Engineering, Protein Folding +12

Artificial Intelligence Applied to Osteoporosis: A Performance Comparison of Machine Learning Algorithms in Predicting Fragility Fractures From MRI Data

Uran Ferizi, Harrison A. Besser, Pirro G. Hysi et al. · Journal of Magnetic Resonance Imaging · 2018 · 106 citations · Full text

Prediction of protein crotonylation sites through LightGBM classifier based on SMOTE and elastic net

Yaning Liu, Zhaomin Yu, Cheng Chen et al. · Analytical Biochemistry · 2020 · 83 citations

Optogenetics, Protein Crotonylation Sites, Natural Sciences +7

Efficient Motif Discovery for Large-Scale Time Series in Healthcare

Bo Liu, Jianqiang Li, Cheng Chen et al. · IEEE Transactions on Industrial Informatics · 2015 · 76 citations

Sequence Motif, Engineering, Data Science +15