Jian‐Yu Shi

SSI–DDI: substructure–substructure interactions for drug–drug interaction prediction

Arnold K Nyamabo, Hui Yu, Jian‐Yu Shi · Briefings in Bioinformatics · 2021 · 251 citations

Drug Target, Engineering, Machine Learning +17

DPDDI: a deep predictor for drug-drug interactions

Shao‐Wu Zhang, Jian‐Yu Shi · BMC Bioinformatics · 2020 · 170 citations · Full text

Drug–drug interaction prediction with learnable size-adaptive molecular substructures

Arnold K Nyamabo, Hui Yu, Zun Liu et al. · Briefings in Bioinformatics · 2021 · 130 citations

Artificial Intelligence, Engineering, Machine Learning +19

Prediction of protein homo-oligomer types by pseudo amino acid composition: Approached with an improved feature extraction and Naive Bayes Feature Fusion

S.-W. Zhang, Quan Pan, Huang Zhang et al. · Amino Acids · 2006 · 124 citations

Improved Feature Extraction, Biochemistry, Biomolecular Structure Prediction +13

Prediction of protein subcellular localization by support vector machines using multi-scale energy and pseudo amino acid composition

Jian‐Yu Shi, S.-W. Zhang, Quan Pan et al. · Amino Acids · 2007 · 121 citations

Multi-scale Energy, Support Vector Machine, Protein Folding +15