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Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2022, 卷号: 19, 期号: 2
作者:  Wang, Yuting;  Wang, Shujian;  Xu, Ming
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
unmanned aerial vehicle (UAV)  electroencephalogram (EEG) features  landscape perception  machine learning  
Groundwater recharge potential zonation using an ensemble of machine learning and bivariate statistical models 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Jaafarzadeh, Maryam Sadat;  Tahmasebipour, Naser;  Haghizadeh, Ali;  Pourghasemi, Hamid Reza;  Rouhani, Hamed
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/29
Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Pacheco, Admilson da Penha;  Junior, Juarez Antonio da Silva;  Ruiz-Armenteros, Antonio Miguel;  Henriques, Renato Filipe Faria
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
k-Nearest Neighbor  Random Forest  fires  Landsat 8  Sentinel 2  Terra  ASTER  MODIS  burned  mapping  
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Phinzi, Kwanele;  Abriha, David;  Szabo, Szilard
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
satellite imagery  gully mapping  machine learning  random forest  support vector machines  South Africa  semi-arid environment  
Extracting Information on Rocky Desertification from Satellite Images: A Comparative Study 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Pu, Junwei;  Zhao, Xiaoqing;  Dong, Pinliang;  Wang, Qian;  Yue, Qifa
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
rocky desertification  open-access satellite image  information extraction  machine-learning algorithms  southwest China  
Spatio-temporal changes of AOD in Xinjiang of China from 2000 to 2019: Which factor is more influential, natural factor or human factor? 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 8
作者:  Li, Jinglong;  He, Qing;  Ge, Xiangyu;  Abbas, Alim;  Jin, Lili
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Machine Learning Prediction Models for Mechanically Ventilated Patients: Analyses of the MIMIC-III Database 期刊论文
发表期刊: FRONTIERS IN MEDICINE. 出版年: 2021, 卷号: 8
作者:  Zhu, Yibing;  Zhang, Jin;  Wang, Guowei;  Yao, Renqi;  Ren, Chao;  Chen, Ge;  Jin, Xin;  Guo, Junyang;  Liu, Shi;  Zheng, Hua;  Chen, Yan;  Guo, Qianqian;  Li, Lin;  Du, Bin;  Xi, Xiuming;  Li, Wei;  Huang, Huibin;  Li, Yang;  Yu, Qian
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
prediction model  machine learning  mechanical ventilation  intensive care unit  death  
A Modified KNN Method for Mapping the Leaf Area Index in Arid and Semi-Arid Areas of China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 11
作者:  Jiang, Fugen;  Smith, Andrew R.;  Kutia, Mykola;  Wang, Guangxing;  Liu, Hua;  Sun, Hua
收藏  |  浏览/下载：2/0  |  提交时间：2020/08/14
Leaf area index  medium-resolution images  characteristic variable selection  modified kNN  dry regions  
Retrospective analysis of the accuracy of predicting the alert level of COVID-19 in 202 countries using Google Trends and machine learning 期刊论文
发表期刊: JOURNAL OF GLOBAL HEALTH. 出版年: 2020, 卷号: 10, 期号: 2
作者:  Peng, Yuanyuan;  Li, Cuilian;  Rong, Yibiao;  Chen, Xinjian;  Chen, Haoyu
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/30
Assessing Worldview-3 multispectral imaging abilities to map the tree diversity in semi-arid parklands 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2020, 卷号: 93
作者:  Lelong, Camille C. D.;  Tshingomba, Urcel Kalenga;  Soti, Valerie
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
Worldview-3  Very high resolution  Classification  Support vector machine  Random forest  Tree mapping  Species discrimination  Agroforestry  Parkland  Ecosystem services