Browsing by Author "Qi, Jiaguo"
Now showing items 1-2 of 2
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Dam Water Level Prediction Using Vector AutoRegression, Random Forest Regression and MLP-ANN Models Based on Land-Use and Climate Factors.
Ouma, Yashon; Moalafhi, Ditiro; Anderson, George; Nkwae, Boipuso; Odirile, Phillimon; Parida, Bhagabat P.; Qi, Jiaguo (MDPI, 2022-11-11)To predict the variability of dam water levels, parametric Multivariate Linear Regression (MLR), stochastic Vector AutoRegressive (VAR), Random Forest Regression (RFR) and Multilayer Perceptron (MLP) Artificial Neural ... -
Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach.
Ouma, Yashon O; Keitsile, Amantle; Nkwae, Boipuso; Odirile, Phillimon; Moalafhi, Ditiro; Qi, Jiaguo (Taylor and Francis Ltd., 2023-02-22)Accurate spatial-temporal mapping of urban land-use and land-cover (LULC) provides critical information for planning and management of urban environments. While several studies have investigated the significance of machine ...