BAGGING

作品数：300被引量：1727H指数：18
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Novel Soft ComputingModel for Predicting Blast-Induced Ground Vibration in Open-Pit Mines Based on the Bagging and Sibling of Extra Trees Models被引量：1
《Computer Modeling in Engineering & Sciences》2023年第3期2227-2246,共20页Quang-Hieu Tran Hoang Nguyen Xuan-Nam Bui 
funded by Vietnam National Foundation for Science and Tech-nology Development(NAFOSTED)under Grant No.105.99-2019.309.
This study considered and predicted blast-induced ground vibration(PPV)in open-pit mines using bagging and sibling techniques under the rigorous combination of machine learning algorithms.Accordingly,four machine lear...
关键词：Mine blasting blast-induced ground vibration environmentally friendly blasting peak particle velocity BAGGING extra trees 
Metal Corrosion Rate Prediction of Small Samples Using an Ensemble Technique
《Computer Modeling in Engineering & Sciences》2023年第1期267-291,共25页Yang Yang Pengfei Zheng Fanru Zeng Peng Xin Guoxi He Kexi Liao 
supported by the National Natural Science Foundation of China(Grant No.52174062).
Accurate prediction of the internal corrosion rates of oil and gas pipelines could be an effective way to prevent pipeline leaks.In this study,a proposed framework for predicting corrosion rates under a small sample o...
关键词：Oil pipeline BAGGING KNN ensemble learning small sample size 
Novel Time Series Bagging Based Hybrid Models for Predicting Historical Water Levels in the Mekong Delta Region, Vietnam
《Computer Modeling in Engineering & Sciences》2022年第6期1431-1449,共19页Nguyen Thanh Hoan Nguyen Van Dung Ho Le Thu Hoa Thuy Quynh Nadhir Al-Ansari Tran Van Phong Phan Trong Trinh Dam Duc Nguyen Hiep Van Le Hanh Bich Thi Nguyen Mahdis Amiri Indra Prakash Binh Thai Pham 
funded by Vietnam Academy of Science and Technology(VAST)under Project Codes KHCBTÐ.02/19-21 and UQÐTCB.02/19-20.
Water level predictions in the river,lake and delta play an important role in flood management.Every year Mekong River delta of Vietnam is experiencing flood due to heavy monsoon rains and high tides.Land subsidence m...
关键词：Computational techniques BAGGING water level time series algorithms 
Novel Ensemble Modeling Method for Enhancing Subset Diversity Using Clustering Indicator Vector Based on Stacked Autoencoder被引量：1
《Computer Modeling in Engineering & Sciences》2019年第10期123-144,共22页Yanzhen Wang Xuefeng Yan 
The authors are grateful for the support of National Natural Science Foundation of China(21878081);Fundamental Research Funds for the Central Universities under Grant of China(222201717006);the Program of Introducing Talents of Discipline to Universities(the 111 Project)under Grant B17017.
A single model cannot satisfy the high-precision prediction requirements given the high nonlinearity between variables.By contrast,ensemble models can effectively solve this problem.Three key factors for improving the...
关键词：ENSEMBLE model deep learning BAGGING stacked autoencoder XGBoost 
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