Radial Basis Function (RBF) and Multilayer Perceptron (MLP) Comparative Analysis on Building Renovation Cost Estimation: The Case of Greece - Papadimitriou, Vasso E.; Aretoulis, Georgios N.; Papathanasiou, Jason (Algorithms, 2024)
Keywords: Artificial intelligence; artificial neural network; Bathrooms; building cost estimation models; buildings renovation; Civil engineering; Completion time; Construction costs; Construction industry; Cost analysis; Cost estimates; cost estimation; Data collection; Delay time; Dependent variables; Drywall; Error analysis; Flooring; Independent variables; Industrial development; Literature reviews; Masonry; Masonry construction; multilayer perceptron algorithm; Multilayer perceptrons; Multilayers; Neural networks; Radial basis function; radial basis function algorithm; Renovation; Renovation & restoration; Sums; Greece