In this paper, the applicability and performance of linear discriminant analysis (LDA) for building types' classification are investigated. Building models at a level of detail 1 (LoD1) are derived ...

Non-linear activation functions imitating neuron behaviors are ubiquitous in machine learning algorithms for time series signals while also demonstrating significant gain in precision for conventional ...