IEEE

MD-HRNet: A Land use Classification Method Based on Unbalanced Samples

Abstract: Land use/land cover classification (LULC) can reveal changes in land use patterns and assess the impact of human activities on ecosystems. This study utilizes Sentinel-2 high-resolution ...
IEEE

Impact of SMOTE and Feature Selection on SVM and KNN Performance in Smoker Classification

Abstract: This research classifies the smoker status dataset using two algorithms, i.e., Support Vector Machine (SVM) and K-Nearest Neighbors (KNN). Researchers used several kernels in the SVM model: ...