In this paper we present a framework to map the social costs and benefits of the Dutch probation services and present the initial results of a social cost benefit analysis using large data sets. The social benefits of the Dutch probation services seem to add up to about double the costs of probation. …

This study provides a comprehensive analysis of the AI-related skills and roles needed to bridge the AI skills gap in Europe. Using a mixed-method research approach, this study investigated the most in-demand AI expertise areas and roles by surveying 409 organizations in Europe, analyzing 2,563 AI-related …

We present a novel architecture for an AI system that allows a priori knowledge to combine with deep learning. In traditional neural networks, all available data is pooled at the input layer. Our alternative neural network is constructed so that partial representations (invariants) are learned in the …

Camera trap technology has galvanized the study of predator-prey ecology in wild animal communities by expanding the scale and diversity of predator-prey interactions that can be analyzed. While observational data from systematic camera arrays have informed inferences on the spatiotemporal outcomes of …

As every new generation of civil aircraft creates more on-wing data and fleets gradually become more connected with the ground, an increased number of opportunities can be identified for more effective Maintenance, Repair and Overhaul (MRO) operations. Data are becoming a valuable asset for aircraft …

Due to the many potential applications of Big Data, the expectations are high. However, there are some fundamental objections on the straightforward use of Big Data outcomes. In this paper, we take a philosophical view on the Big Data approach and discuss these objections. Formally, Big Data induces …

The objective of the study described in this paper is to define safety metrics that are based on the effectiveness of risk controls. Service providers define and implement such risk controls in order to prevent hazards developing into an accident. The background of this research is a specific need of …

The objective of the study described in this paper is to define safety metrics that are based on the utilisation of resources. The background of this research is a specific need of the aviation industry where small and medium-sized enterprises lack large amounts of safety-related data to measure and …

Digital research is taking the humanities by storm. This can be read not only from the many digital humanities programs in education and research in universities around the world but also from the attention for new media practices in humanities and art departments. Famously, and thought-provokingly, …

This research was conducted as a response to the recent trend of flexibilization in the European labor market. Factors for its fast emergence include the increased international competition and the effects of the economic crisis in Europe. Young workers have become overrepresented in flexible jobs. The …