Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points - Shao, Yang; Lunetta, Ross S. (ISPRS journal of photogrammetry and remote sensing, 2012)
Keywords: Accuracy assessment; Algorithms; Animal, plant and microbial ecology; Applied geophysics; basins; Biological and medical sciences; Carts; Classification; Earth sciences; Earth, ocean, space; Exact sciences and technology; Fundamental and applied biological sciences. Psychology; General aspects. Techniques; Internal geophysics; Land cover; Land-cover mapping; landscapes; moderate resolution imaging spectroradiometer; MODIS; Neural networks; Pixels; Support vector machine; Support vector machines; Teledetection and vegetation maps; time series analysis; Training; Accuracy assessment; Support vector machine; Land-cover mapping; landscapes; algorithms; neural networks; accuracy; classification; Image; variability; Decision tree; heterogeneity; homogeneity; Plant cover; performances; inclusions; land cover; Pixel; Interval