capability, called generalization, is fundamental to any machine learning application. However, researchers currently have a … limited understanding of what generalization means in a PPM context and how it relates to the characteristics of event logs …. In the paper, the authors discuss the generalization capabilities of PPM approaches, focusing on next activity prediction …

characterized as a process aiming towards greater generality. I provide evidence in favor of this 'generalization thesis' and trace …

generalization of the models. Data from the target city is used to evaluate the external generalization of the models. An ablation … study explores the impact of different open data sources on model generalization (GPS, static timetables, OpenStreetMap and … and testing fine-tuning strategies for generalization. Results show that deep learning methods generalize well within the …

assumptions regarding internal, construct and external validity for causal generalization. Indeed, the lack of any of the three …