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 ...

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 ...