Lili Liu

Prediction of the Blood–Brain Barrier (BBB) Permeability of Chemicals Based on Machine-Learning and Ensemble Methods

Lili Liu, Li Zhang, Huawei Feng et al. · Chemical Research in Toxicology · 2021 · 90 citations

Analysis and prediction of drug–drug interaction by minimum redundancy maximum relevance and incremental feature selection

Lili Liu, Lei Chen, Yuhang Zhang et al. · Journal of Biomolecular Structure and Dynamics · 2016 · 74 citations

Drug Target, Drug–drug Interaction, Engineering +17

Predicting the reproductive toxicity of chemicals using ensemble learning methods and molecular fingerprints

Huawei Feng, Li Zhang, Shimeng Li et al. · Toxicology Letters · 2021 · 56 citations

Biology, Molecular Fingerprints, Predictive Toxicology +15

A global optimal algorithm for class-dependent discretization of continuous data

Lili Liu, Andrew K. C. Wong · Intelligent Data Analysis · 2004 · 42 citations

Mathematical Programming, Numerical Analysis, Artificial Intelligence +27

Prediction of hERG potassium channel blockage using ensemble learning methods and molecular fingerprints

Miao Liu, Li Zhang, Shimeng Li et al. · Toxicology Letters · 2020 · 39 citations

Molecular Fingerprints, Engineering, Bioanalysis +8