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One-Class Remote Sensing Classification From Positive and Unlabeled Background Data 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 730-746
作者:  Li, Wenkai;  Guo, Qinghua;  Elkan, Charles
Adobe PDF(11598Kb)  |  收藏  |  浏览/下载:69/0  |  提交时间:2023/02/24
Training  Remote sensing  Classification algorithms  Mathematical model  Support vector machines  Data models  Prediction algorithms  Case-control sampling  labeled and unlabeled data  one-class classification  positive and background learning with constraints (PBLC)  remote sensing  
Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 204, 页码: 918-930
作者:  Yin, He;  Pflugmacher, Dirk;  Li, Ang;  Li, Zhengguo;  Hostert, Patrick
Adobe PDF(2143Kb)  |  收藏  |  浏览/下载:82/0  |  提交时间:2022/02/25
Land use and land cover change  Deforestation  Afforestation  Cropland retirement  MODIS time series  Trajectory-based approach  Inner Mongolia  Machine learning  Random forest  Probability scores  
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 2, 页码: 572-584
作者:  Liu, Ran;  Li, Wenkai;  Liu, Xiaoping;  Lu, Xingcheng;  Li, Tianhong;  Guo, Qinghua
Adobe PDF(9506Kb)  |  收藏  |  浏览/下载:76/0  |  提交时间:2022/02/25
Classifier ensemble  one-class classification  positive and unlabeled learning (PUL)  weighted average  weighted vote  
One-class remote sensing classification: one-class vs. binary classifiers 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 卷号: 39, 期号: 6, 页码: 1890-1910
作者:  Deng, Xueqing;  Li, Wenkai;  Liu, Xiaoping;  Guo, Qinghua;  Newsam, Shawn
Adobe PDF(7030Kb)  |  收藏  |  浏览/下载:72/0  |  提交时间:2022/02/25
Mapping Regional Urban Extent Using NPP-VIIRS DNB and MODIS NDVI Data 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 8
作者:  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Hu, Maosheng;  Zhou, Shunping
Adobe PDF(2258Kb)  |  收藏  |  浏览/下载:65/0  |  提交时间:2022/03/28
urban mapping  one-class  NPP-VIIRS DNB  MODIS NDVI  large scale  
One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 10
作者:  Ao, Zurui;  Su, Yanjun;  Li, Wenkai;  Guo, Qinghua;  Zhang, Jing
Adobe PDF(1859Kb)  |  收藏  |  浏览/下载:81/0  |  提交时间:2022/03/28
LiDAR  one-class classification  presence and background learning algorithm  remote sensing  
Forest biomass carbon sinks in East Asia, with special reference to the relative contributions of forest expansion and forest growth 期刊论文
GLOBAL CHANGE BIOLOGY, 2014, 卷号: 20, 期号: 6, 页码: 2019-2030
作者:  Fang Jingyun;  Guo Zhaodi;  Hu Huifeng;  Kato Tomomichi;  Muraoka Hiroyuki;  Son Yowhan
Adobe PDF(254Kb)  |  收藏  |  浏览/下载:116/0  |  提交时间:2018/12/07
Transcriptomic Analysis of Grape (Vitis vinifera L.) Leaves after Exposure to Ultraviolet C Irradiation 期刊论文
PLoS One, 2014, 卷号: 9, 期号: 12, 页码: e113772
作者:  Huifen Xi;  Ling Ma;  Guotian Liu;  Nian Wang;  Junfang Wang;  Lina Wang;  Zhanwu Dai;  Shaohua Li;  Lijun Wang
Adobe PDF(1229Kb)  |  收藏  |  浏览/下载:136/0  |  提交时间:2018/12/07
Estimating canopy characteristics of Inner Mongolia's grasslands from field spectrometry 期刊论文
Remote Sensing, 2014, 卷号: 6, 期号: 3, 页码: 2239-2254
作者:  Zhang Feng;  Ranjeet John;  Zhou Guangsheng;  Shao Changliang;  Chen Jiquan
Adobe PDF(578Kb)  |  收藏  |  浏览/下载:135/0  |  提交时间:2018/12/07
内蒙古灌丛化草原分布特征的遥感辨识 期刊论文
农业工程学报, 2014, 卷号: 30, 期号: 11, 页码: 152-158
作者:  董洲;  赵霞;  梁栋;  黄文江;  彭代亮;  黄林生
Adobe PDF(774Kb)  |  收藏  |  浏览/下载:117/0  |  提交时间:2018/12/05