Prediction of Earthquake Death Toll Based on Principal Component Analysis, Improved Whale Optimization Algorithm, and Extreme Gradient Boosting
Earthquakes, as one of the most destructive natural disasters, often cause significant casualties and severe economic losses. Accurate prediction of earthquake fatalities is of great importance for pre-disaster prevention and mitigation planning, as well as post-disaster emergency response deploymen...
Saved in:
| Main Authors: | Chenhui Wang, Xiaotao Zhang, Xiaoshan Wang, Guoping Chang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-08-01
|
| Series: | Applied Sciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/15/15/8660 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
ACCURACY ANALYSIS OF THE GRADIENT BOOSTING METHOD WITH RANDOM ROTATIONS
by: Victor V. Kitov
Published: (2016-08-01) -
THGB: predicting ligand-receptor interactions by combining tree boosting and histogram-based gradient boosting
by: Liqian Zhou, et al.
Published: (2024-11-01) -
Study on High Efficiency Control of Four-Switch Buck-Boost Converter Based on Whale Migration Optimization Algorithm
by: Zhencheng Hao, et al.
Published: (2025-05-01) -
Komparasi Algoritma Naive Bayes dan Gradient Boosting untuk Prediksi Pasien Diabetes
by: Nova Christina Sari, et al.
Published: (2024-08-01) -
Classification of Toraja, Batak and Ambon Languages using Decision Tree and Gradient Boost methods
by: Bileam Mangalla, et al.
Published: (2025-05-01)