Search Results - "stacking ensemble learning algorithm"

Comparison of RFE-DL and stacking ensemble learning algorithms for classifying mangrove species on UAV multispectral images by Fu, Bolin, He, Xu, Yao, Hang, Liang, Yiyin, Deng, Tengfang, He, Hongchang, Fan, Donglin, Lan, Guiwen, He, Wen

“…•Classification of mangrove species using the UAV multispectral image and DSM.•RFE-based variable selection improves classification performance of DL…”
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Combination of Hyperspectral and Quad-Polarization SAR Images to Classify Marsh Vegetation Using Stacking Ensemble Learning Algorithm by Yao, Hang, Fu, Bolin, Zhang, Ya, Li, Sunzhe, Xie, Shuyu, Qin, Jiaoling, Fan, Donglin, Gao, Ertao

“…Combinations of multi-sensor remote sensing images and machine learning have attracted much attention in recent years due to the spectral similarity of wetland…”
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A Remote Sensing Detection Method for Ceracris Kiangsu Tsai in Moso Bamboo Forests Integrating SMOTE Algorithm and Multi-Model Ensemble by Qin, Na, Xu, Zhanghua, Yu, Wensen, Xu, Shancai, Cheng, Rengui, Cao, Yongwei, Yu, Xier, Liu, Weili, Guo, Xiaoyu, Guan, Fengying

“…Ceracris kiangsu Tsai ( C.kiangsu ) is one of the main leaf-feeding pests in Moso bamboo forests. An in-depth exploration of its response mechanism is crucial…”
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Effects of Multi-Growth Periods UAV Images on Classifying Karst Wetland Vegetation Communities Using Object-Based Optimization Stacking Algorithm by Zhang, Ya, Fu, Bolin, Sun, Xidong, Yao, Hang, Zhang, Shurong, Wu, Yan, Kuang, Hongyuan, Deng, Tengfang

“…Combining machine learning algorithms with multi-temporal remote sensing data for fine classification of wetland vegetation has received wide attention from…”
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Short term water level prediction based on C-Stacking ensemble model by Zhang, Yu, Liang, Xuechun, Lu, Xuebin

“…This paper proposes a C-Stacking ensemble model for short-term prediction of water level time series. First, the method of complete empirical mode…”
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Examination of the performance of ASEL and MPViT algorithms for classifying mangrove species of multiple natural reserves of Beibu Gulf, south China by Fu, Bolin, He, Xu, Liang, Yiyin, Deng, Tengfang, Li, Huajian, He, Hongchang, Jia, Mingming, Fan, Donglin, Wang, Feng

“…[Display omitted] •Mangrove species of multiple natural reserves was implemented fine classifications.•Two adaptive stacking algorithms achieve classification…”
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