Prediction model for high arch dam stress during the operation period using LightGBM with MSSA and SHAP

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Computing, Computer Science, Data Mining +16

A novel swarm intelligence optimization approach: sparrow search algorithm

Jiankai Xue, Bo Shen · Systems Science & Control Engineering · 2020 · 3.6K citations · Full text

Architecture, Computational Engineering, Algorithms +14

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

Amir Bahador Parsa, Ali Movahedi, Homa Taghipour et al. · Accident Analysis & Prevention · 2019 · 1K citations · Full text

Engineering, Automotive Engineering, Computer Science +16

A novel cryptocurrency price trend forecasting model based on LightGBM

Xiaolei Sun, Mingxi Liu, Zeqian Sima · Finance research letters · 2018 · 520 citations

Business, Economics, Finance +12