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Optimal Sample Size and Composition for Crop Classification with Sen2-Agri’s Random Forest Classifier
Schulthess, Urs, Rodrigues, Francelino, Taymans, Matthieu, Bellemans, Nicolas, Bontemps, Sophie, Ortiz-Monasterio, Ivan, Gérard, Bruno, Defourny, Pierre
Published in Remote sensing (Basel, Switzerland) (01.02.2023)
Published in Remote sensing (Basel, Switzerland) (01.02.2023)
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Journal Article
Mapping cropland extent of Southeast and Northeast Asia using multi-year time-series Landsat 30-m data using a random forest classifier on the Google Earth Engine Cloud
Oliphant, Adam J., Thenkabail, Prasad S., Teluguntla, Pardhasaradhi, Xiong, Jun, Gumma, Murali Krishna, Congalton, Russell G., Yadav, Kamini
Published in International journal of applied earth observation and geoinformation (01.09.2019)
Published in International journal of applied earth observation and geoinformation (01.09.2019)
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Journal Article
Identification of Seed Maize Fields With High Spatial Resolution and Multiple Spectral Remote Sensing Using Random Forest Classifier
Zhang, Lin, Liu, Zhe, Ren, Tianwei, Liu, Diyou, Ma, Zhe, Tong, Liang, Zhang, Chao, Zhou, Tianying, Zhang, Xiaodong, Li, Shaoming
Published in Remote sensing (Basel, Switzerland) (22.01.2020)
Published in Remote sensing (Basel, Switzerland) (22.01.2020)
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Journal Article
Automatic Detection of Maize Tassels from UAV Images by Combining Random Forest Classifier and VGG16
Zan, Xuli, Zhang, Xinlu, Xing, Ziyao, Liu, Wei, Zhang, Xiaodong, Su, Wei, Liu, Zhe, Zhao, Yuanyuan, Li, Shaoming
Published in Remote sensing (Basel, Switzerland) (01.09.2020)
Published in Remote sensing (Basel, Switzerland) (01.09.2020)
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Journal Article
Sea Ice Monitoring with CFOSAT Scatterometer Measurements Using Random Forest Classifier
Zhai, Xiaochun, Wang, Zhixiong, Zheng, Zhaojun, Xu, Rui, Dou, Fangli, Xu, Na, Zhang, Xingying
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
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Journal Article
Cotton Classification Method at the County Scale Based on Multi-Features and Random Forest Feature Selection Algorithm and Classifier
Fei, Hao, Fan, Zehua, Wang, Chengkun, Zhang, Nannan, Wang, Tao, Chen, Rengu, Bai, Tiecheng
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
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Journal Article
Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier
Ikram, Sumaiya Thaseen, Priya, V., Anbarasu, B., Cheng, Xiaochun, Ghalib, Muhammad Rukunuddin, Shankar, Achyut
Published in The Journal of supercomputing (01.05.2022)
Published in The Journal of supercomputing (01.05.2022)
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Journal Article
GPURFSCREEN: a GPU based virtual screening tool using random forest classifier
Jayaraj, P. B., Ajay, Mathias K., Nufail, M., Gopakumar, G., Jaleel, U. C. A.
Published in Journal of cheminformatics (01.03.2016)
Published in Journal of cheminformatics (01.03.2016)
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Journal Article
Mapping plant functional types in Northwest Himalayan foothills of India using random forest algorithm in Google Earth Engine
Srinet, Ritika, Nandy, Subrata, Padalia, Hitendra, Ghosh, Surajit, Watham, Taibanganba, Patel, N. R., Chauhan, Prakash
Published in International journal of remote sensing (16.09.2020)
Published in International journal of remote sensing (16.09.2020)
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Journal Article
Identifying key multi-modal predictors of incipient dementia in Parkinson’s disease: a machine learning analysis and Tree SHAP interpretation
McFall, G. Peggy, Bohn, Linzy, Gee, Myrlene, Drouin, Shannon M., Fah, Harrison, Han, Wei, Li, Liang, Camicioli, Richard, Dixon, Roger A.
Published in Frontiers in aging neuroscience (30.06.2023)
Published in Frontiers in aging neuroscience (30.06.2023)
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Journal Article
A Convolutional Neural Network Classifier Identifies Tree Species in Mixed-Conifer Forest from Hyperspectral Imagery
Fricker, Geoffrey A., Ventura, Jonathan D., Wolf, Jeffrey A., North, Malcolm P., Davis, Frank W., Franklin, Janet
Published in Remote sensing (Basel, Switzerland) (06.10.2019)
Published in Remote sensing (Basel, Switzerland) (06.10.2019)
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Journal Article
An Interannual Transfer Learning Approach for Crop Classification in the Hetao Irrigation District, China
Hu, Yueran, Zeng, Hongwei, Tian, Fuyou, Zhang, Miao, Wu, Bingfang, Gilliams, Sven, Li, Sen, Li, Yuanchao, Lu, Yuming, Yang, Honghai
Published in Remote sensing (Basel, Switzerland) (01.03.2022)
Published in Remote sensing (Basel, Switzerland) (01.03.2022)
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Journal Article
Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier
Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Du, Xin, Dong, Taifeng, McNairn, Heather, Champagne, Catherine, Liu, Mingxu, Shang, Jiali
Published in Geocarto international (03.10.2018)
Published in Geocarto international (03.10.2018)
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Journal Article