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Mapping Coniferous Forest Distribution in a Semi-Arid Area Based on Multi-Classifier Fusion and Google Earth Engine Combining Gaofen-1 and Sentinel-1 Data: A Case Study in Northwestern Liaoning, China 期刊论文
发表期刊: FORESTS. 出版年: 2024, 卷号: 15, 期号: 2
作者:  Liu, Lizhi;  Zhang, Qiuliang;  Guo, Ying;  Li, Yu;  Wang, Bing;  Chen, Erxue;  Li, Zengyuan;  Hao, Shuai
收藏  |  浏览/下载：47/0  |  提交时间：2024/10/04
coniferous forests  semi-arid  multi-classifier fusion  Gaofen-1  Sentinel-1  Google Earth Engine  
Mapping and Monitoring Spatio-Temporal Patterns of Rainfed Agriculture Lands of North Darfur State, Sudan, Using Earth Observation Data 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 2
作者:  Altoom, Mohammed B. B.;  Adam, Elhadi;  Ali, Khalid Adem
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
remote sensing  Sudan  change detection  random forest classifier  land cover  
An efficient content-based medical image retrieval based on a new Canny steerable texture filter and Brownian motion weighted deep learning neural network 期刊论文
发表期刊: VISUAL COMPUTER. 出版年: 2023, 卷号: 39, 期号: 5, 页码: 1797-1813
作者:  Rao, R. Varaprasada;  Prasad, T. Jaya Chandra
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Modified Kuan Filter (MKF)  Gaussian Linear Contrast Stretching Model (GLCSM)  Canny steerable texture filter (CSTF)  Mean Correlation Coefficient Component Analysis (MCCCA)  Brownian motion weighting deep learning neural network (BMWDLNN) classifier  Harmonic Mean-based Fisher Score (HMFS)  
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：31/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Remote Sensing for Biocultural Heritage Preservation in an African Semi-Arid Region: A Case Study of Indigenous Wells in Northern Kenya and Southern Ethiopia 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ochungo, Pamela;  Khalaf, Nadia;  Merlo, Stefania;  Beldados, Alemseged;  M'Mbogori, Freda Nkirote;  Tiki, Waktole;  Lane, Paul J.
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
bio-cultural heritage  random forest classifier  land degradation  LULC change  traditional wells  Africa  Landsat  
多特征辅助下的GF-6WFV影像准噶尔山楂识别研究 期刊论文
发表期刊: 干旱区研究. 出版年: 2021, 卷号: 38, 期号: 2, 页码: 1001-4675
作者:  陈春秀;  陈蜀江;  徐世薇;  陈孟禹;  贾翔;  黄铁成;  李春蕾
收藏  |  浏览/下载：30/0  |  提交时间：2021/08/05
GF-6  feature selection  object-oriented  multi classifier combination  Crataerus songarica  
Stacked vector multi-source lithologic classification utilizing Machine Learning Algorithms: Data potentiality and dimensionality monitoring 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2021, 卷号: 24
作者:  Shebl, Ali;  Csamer, Arpad
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
Lithologic classification  Support vector machine  Artificial neural network  Maximum likelihood classifier  Sentinel 2  Sentinel 1  ASTER  
Using machine learning to quantify structuralMRIneurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2020, 卷号: 41, 期号: 14, 页码: 4127-4147
作者:  Popuri, Karteek;  Ma, Da;  Wang, Lei;  Beg, Mirza Faisal
收藏  |  浏览/下载：10/0  |  提交时间：2021/01/07
Alzheimer's disease  cross-database independent validation  dementia of Alzheimer's type  dementia score  disease progression  ensemble learning  longitudinal diagnostic stratification  magnetic resonance imaging  probabilistic classifier  prognosis prediction  
Denoising of desert seismic signal based on synchrosqueezing transform and Adaboost algorithm 期刊论文
发表期刊: ACTA GEOPHYSICA. 出版年: 2020, 卷号: 68, 期号: 2, 页码: 403-412
作者:  Sun, Xiaofu;  Li, Yue
收藏  |  浏览/下载：12/0  |  提交时间：2020/05/22
Adaboost classifier  Desert low-frequency noise suppression  Seismic low-frequency signal detection  Synchrosqueezing transform  
Computer-Aided Diagnosis System of Alzheimer's Disease Based on Multimodal Fusion: Tissue Quantification Based on the Hybrid Fuzzy-Genetic-Possibilistic Model and Discriminative Classification Based on the SVDD Model 期刊论文
发表期刊: BRAIN SCIENCES. 出版年: 2019, 卷号: 9, 期号: 10
作者:  Lazli, Lilia;  Boukadoum, Mounir;  Mohamed, Otmane Ait
收藏  |  浏览/下载：35/0  |  提交时间：2020/03/23
Alzheimer's disease  CAD system  multimodal fusion  tissue volume quantification  bias corrected FCM clustering  genetic optimization  possibilistic FCM clustering  SVDD classifier