In this short paper, we address the interpretability of hidden layer representations in deep text mining: deep neural networks applied to text mining tasks. Following earlier work predating deep learning methods, we exploit the internal neural network activation (latent) space as a source for performing …

Abstract: Background: Hip fracture in older patients often lead to permanent disabilities and can result in mortality. Objective: To identify distinct disability trajectories from admission to one-year post-discharge in acutely hospitalized older patients after hip fracture. Design: Prospective cohort …

Research on student success has been highly influenced by Tinto’s integration theory in Europe and America. As part of my PhD research, I investigate the possible influence of the use of social media by first year students in higher education. Based on Tinto’s theory, the amount of variables is diminished …

As part of my PhD research, I investigate the influence of the use of social media by first year students in higher education. In this research I have lessened the amount of variables, from Tinto’s theory, by including only the best-proven predictive variables, based on previous studies. Hereby, avoiding …

Tinto’s integration theory has highly influenced research on student success in Europe and America. However, due to the complexity of the theory and the enormous amount of variables, the theory is not suitable for use in regular evaluations in higher education. By including only the best-proven predictive …

Human activity recognition system is of great importance in robot-care scenarios. Typically, training such a system requires activity labels to be both completely and accurately annotated. In this paper, we go beyond such restriction and propose a learning method that allow labels to be incomplete and …

In the Netherlands, research on student success has been highly influenced by Tinto’s integration theory. As part of my broader PhD research, I investigate the possible influence of the use of social media by first year students in higher education on student success. In previous studies I measured the …

The value of not-working among unemployed persons aged 45+; a qualitative study.The participants in this study were all very active. The activities they performed were beneficial to them and therefore important. Valued life domains of the participants were quite similar to the latent benefits that Jahoda …

Itch (pruritus) is a common multidimensional complaint after burn that can persist for months to years. A questionnaire able to investigate itch and its consequences is imperative for clinical and research purposes. The current study investigated the factor structure, internal consistency and construct …

Research in the Netherlands on the success of students in higher education is highly influenced by Tinto’s integration theory. This paper is part of a broader PhD research, in which I investigate the possible influence of the use of social media (Facebook) by students. By comparing various studies conducted …