Multilevel models (MLMs) are increasingly deployed in industry across different functions. Applications usually result in binary classification within groups or hierarchies based on a set of input features. For transparent and ethical applications of such models, sound audit frameworks need to be developed. …

The purpose of this study is to evaluate qualities that are needed for effective entrepreneurship in a variety of national cultures. The sample represents 731 business students from several countries from Asia, Baltics, USA, Nordic, Middle, South and East Europe. College students completed a questionnaire …

The purpose of this study was to explore innovativeness and entrepreneurial tendencies among different national cultures. A survey instrument was administered on a sample of 731 business students from several countries in Asian, Baltic, USA, Nordic and Middle, South and East European countries. Respondents …

Large floating projects have the potential to overcome the challenge of land scarcity in urban areas and offer opportunities for energy and food production, or even for creating sustainable living environments. However, they influence the physical, chemical, biological and ecological characteristics …

Critical reflection, addressing students’ attitude, beliefs and values related to pressing topics in the world, plays a crucial role in developing ethical sensitiveness and critical design literacy in design education. Critical reflection is provoked by discussing self-made photos, as is demonstrated …

It is assumed by the projects demonstrating Positive Energy District (PED) concepts in cities across Europe that citizens should want and need to be involved in the development of new energy concepts, such as PEDs for these concepts to be deployed successfully. Six different PED research and innovation …

This demo is the first outcome of the research project VR for Diversity. The theoretical backgrounds for the project are shortly discussed and the concept for Amelia’s Dream is presented. Amelia’s Dream is a VR experience that is filmed using volumetric video capture technology, in which a young woman …

Key to reinforcement learning in multi-agent systems is the ability to exploit the fact that agents only directly influence only a small subset of the other agents. Such loose couplings are often modelled using a graphical model: a coordination graph. Finding an (approximately) optimal joint action for …

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 …