Deep learning approaches, particularly convolutional neural networks (CNNs) and other architectures, were used in 49 papers. These models excel at image-based tasks such as land cover classification, ...

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Abstract: Earlier classification investigations identified Random Forest (RF), k-Nearest Neighbor (kNN), and Support Vector Machine (SVM) as leading nonparametric classifiers capable of achieving high ...