Data mining techniques for LULC analysis using sparse labels and multisource data integration for the hilly terrain of Nilgiris district, Tamil Nadu, India - Kumaraperumal, Ramalingam; Raj, Moorthi Nivas; Pazhanivelan, Sellaperumal; Jagadesh, M.; Selvi, Duraisamy; Muthumanickam, Dhanaraju; Jagadeeswaran, Ramasamy; Karthikkumar, A.; Kanna, S. Kamalesh (Earth science informatics, 2025)
Keywords: Algorithms; Centroids; Classification; Data analysis; Data integration; Data mining; Decision trees; Digital Elevation Models; Earth and Environmental Science; Earth Sciences; Earth System Sciences; Environmental impact; Genetic algorithms; Information Systems Applications (incl.Internet); Labels; Land cover; Land use; Multilayer perceptrons; Multilayers; Neural networks; Ontology; Parameterization; Permutations; Simulation and Modeling; Space Exploration and Astronautics; Space Sciences (including Extraterrestrial Physics; Statistical analysis; Support vector machines; Tamil Nadu India; India; Random forest; Model comparison; SVM; Land use and land cover; 1D CNN