Results 221 to 230 of about 32,654 (268)

LightGBM Scorecard Based on SHAP Values

SSRN Electronic Journal, 2023
Yutae Choi, Eunji Cha
openaire   +1 more source

Tropical Cyclone Genesis Forecasting Using LightGBM

2023
Sabbir Rahman, Nusrat Sharmin, Md. Mahbubur Rahman, Md. Mokhlesur Rahman   +3 more
openaire   +1 more source

Examining LightGBM and CatBoost models for wadi flash flood susceptibility prediction

Geocarto International, 2022
Mohamed Saber, Boulmaiz Tayeb, Mawloud Guermoui   +2 more
exaly  

LightGBM stock forecasting model based on PCA

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT), 2021
Nan Zhang, Cangjun Gao, Mingzhong Xiao
openaire   +1 more source

Ensemble models of TCN-LSTM-LightGBM based on ensemble learning methods for short-term electrical load forecasting

Energy
Jianqiang Gong, Zhiguo Qu, Zhenle Zhu, Hongtao Xu, Qiguo Yang   +4 more
semanticscholar   +1 more source

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP

Accident Analysis and Prevention, 2021
Yuanchang Xie, Ling-tao Wu
exaly  

Lightgbm's Effectiveness in Rainfall Prediction

2023
openaire   +1 more source

JPX Tokyo Stock Exchange Prediction with LightGBM

Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19–21, 2023, Hangzhou, China, 2023
Mingda Huo, Sen Wang, Tianxiao Xu, Daniel Boxiao Huang, Tong Zhou   +4 more
openaire   +1 more source

A novel social network search and LightGBM framework for accurate prediction of blast-induced peak particle velocity

Frontiers of Structural and Civil Engineering
Tianxing Ma, Cuigang Chen, Liangxu Shen, Kun Luo, Zheyuan Jiang, Hengyu Liu, Xiangqi Hu, Yun Lin, Kang Peng   +8 more
semanticscholar   +1 more source

A fast network intrusion detection system using adaptive synthetic oversampling and LightGBM

Computers and Security, 2021
Jingmei Liu
exaly