Purpose – Social enterprises have proven to play a vital role in the transitions towards inclusive labour markets and sustainable economies. Yet, they often struggle to flourish within traditional economic systems due to the dual mission of pursuing social and commercial goals, leading to inherent tensions …

Urban nature-based solutions (NBSs) are widely implemented to collect, store, and infiltrate stormwater. This study addressed infiltration rate as a measure of the performance of bioretention solutions. Quick scan research was conducted, starting with mapping over 25 locations of implemented green infrastructure …

Purpose This study aims to critically evaluate the competitiveness of Transformer-based models in financial forecasting, specifically in the context of stock realized volatility forecasting. It seeks to challenge and extend upon the assertions of Zeng et al. (2023) regarding the purported limitations …

This study proposes a novel loss function for neural network models that explores the topological structure of stock realized volatility (RV) data by adding Wasserstein Distance (WD). The study shows that the proposed loss statistically significantly improves the forecast accuracy of neural network models …

Efforts to reduce negative externalities of urban logistics vehicle movements often concentrate on two aspects; organizing logistics more efficiently in order to reduce the number of incoming vehicles in urban areas and reducing the emissions of vehicles within urban areas. The stopping practices are …

This paper presents user-friendly code for the implementation of a loss function for neural network time series models that exploits the topological structures of financial data. By leveraging the recently-discovered presence of topological features present in financial time series data, the code offers …

This paper investigates the application of neural basis expansion analysis with exogenous variables (NBEATSx) in the prediction of daily stock realized volatility for various time steps. It compares NBEATSx’s forecasting accuracy and robustness with several commonly used models, namely Long-Short Term …

In primary music education a key question is what teachers can do to stimulate students’ musical creativity. For the answer, delving into teacher-student interaction during the creative processes in the naturalistic setting of primary music lessons is required. Twenty-six music lessons from thirteen …

One of the aims of the TALENTS-project is to create (interdisciplinary) learning communities in which engineering professionals, students, teachers, and researchers can learn together and collaborate as equal partners, within the context of authentic challenges, starting from their individual learning …

Purpose Self-initiated expatriates (SIE) women's career decisions are often based on the establishment of close personal relationships in various spheres of life. This paper aims to explore the effects of social isolation in times of crisis on SIE women's work, psychological and general adjustment. Design/methodology/approach …