Chapter 1: General introduction. A specific group of people with disabilities includes individuals with profound intellectual and multiple disabilities (PIMD). However, individuals with PIMD form a heterogeneous group regarding the origins of their underlying conditions leading to profound disabilities …

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 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 …

Nutrient enrichment, scientifically known as eutrophication, is a worldwide problem. Eutrophication is one of the main drivers for cyanobacteria blooms. Cyanobacteria blooms can have a negative effect on ecology, economy and human health, as a result of to the ability of some species to release toxins. …

"Depression" has two conventional meanings: It can refer to an individual state of mind or to such collective conditions as economic crises. Each yielded their own visual languages and performances in the arts. With today's entrepreneurship of the self, the two states seem to have converged. The fall …