Reconstruction of All-Weather Daytime and Nighttime MODIS Aqua-Terra Land Surface Temperature Products Using an XGBoost Approach

par Weiwei Tan, Chunzhu Wei, Yang Lu, Desheng Xue
Publié 2021

A Machine Learning Model to Predict Risperidone Active Moiety Concentration Based on Initial Therapeutic Drug Monitoring

par Wei Guo, Wei Guo, Ze Yu, Ya Gao, Xiaoqian Lan, Xiaoqian Lan, Yannan Zang, Yannan Zang, Peng Yu, Zeyuan Wang, Wenzhuo Sun, Xin Hao, Fei Gao
Publié 2021

Bagging-gradient boosting decision tree based milling cutter wear status prediction modelling

par Weiping Xu, Wendi Li, Yao Zhang, Taihua Zhang, Huawei Chen
Publié 2021

Efficient Seismic Stability Analysis of Embankment Slopes Subjected to Water Level Changes Using Gradient Boosting Algorithms

par Luqi Wang, Luqi Wang, Jiahao Wu, Wengang Zhang, Wengang Zhang, Lin Wang, Lin Wang, Wei Cui
Publié 2021

Optimization-Based Approaches for Minimizing Deployment Costs for Wireless Sensor Networks with Bounded Estimation Errors

par Chiu-Han Hsiao, Frank Yeong-Sung Lin, Hao-Jyun Yang, Yennun Huang, Yu-Fang Chen, Ching-Wen Tu, Si-Yao Zhang
Publié 2021

A Data-Driven Method for Power System Transient Instability Mode Identification Based on Knowledge Discovery and XGBoost Algorithm

par Neng Zhang, Huimin Qian, Yuchao He, Lirong Li, Chaoyun Sun
Publié 2021

Comparative Analysis of SVM, XGBoost and Neural Network on Hate Speech Classification

par Suwarno Liang
Publié 2021

Estimating the maize biomass by crop height and narrowband vegetation indices derived from UAV-based hyperspectral images

par Yue Zhang, Chenzhen Xia, Xingyu Zhang, Xianhe Cheng, Guozhong Feng, Yin Wang, Qiang Gao
Publié 2021

A Mission-Oriented Aircraft Spare Parts Carried Consumption Prediction Method Based on XGBoost-GRA-DEMATEL

par Song Chuanzhou, Wang Ruiqi, Li Tianqing, Liu Ke, Yin Wenguang
Publié 2021

Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach

par Yan Jia, Shuanggen Jin, Haolin Chen, Qingyun Yan, Patrizia Savi, Yan Jin, Yuan Yuan
Publié 2021

Operational Analysis and Medium-Term Forecasting of the Greenhouse Gas Generation Intensity in the Cryolithozone

par Andrey V. Timofeev, Viktor Y. Piirainen, Vladimir Y. Bazhin, Aleksander B. Titov
Publié 2021

SeekDoc: Seeking eligible doctors from electronic health record

par Lu Jiang, hasha Xie, Yuqi Wang, Xin Xu, Xiaosa Zhao, Ye Zhang, Jianan Wang, Lihong Hu
Publié 2021

An eXtreme Gradient Boosting Algorithm Combining Artificial Bee Colony Parameters Optimized Technique for Single Sand Body Identification

par Renze Luo, Liang Guo, Xingyu Li, Juanjuan Tuo, Canru Lei, Yang Zhou
Publié 2021

Classification of UNSW-NB15 dataset using Exploratory Data Analysis using Ensemble Learning

par Neha Sharma, Narendra Yadav, Saurabh Sharma
Publié 2021

Airbnb rental price modeling based on Latent Dirichlet Allocation and MESF-XGBoost composite model

par Md Didarul Islam, Bin Li, Kazi Saiful Islam, Rakibul Ahasan, Md. Rimu Mia, Md Emdadul Haque
Publié 2022

PM_2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM

par Hongbin Dai, Guangqiu Huang, Huibin Zeng, Fan Yang
Publié 2021

LPI-HyADBS: a hybrid framework for lncRNA-protein interaction prediction integrating feature selection and classification

par Liqian Zhou, Qi Duan, Xiongfei Tian, He Xu, Jianxin Tang, Lihong Peng
Publié 2021

SVDNVLDA: predicting lncRNA-disease associations by Singular Value Decomposition and node2vec

par Jianwei Li, Jianing Li, Mengfan Kong, Duanyang Wang, Kun Fu, Jiangcheng Shi
Publié 2021