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 …

Considering the challenges on sustainable agriculture in the district, different institutions join hands to overcome these issues and respond to the felt need of working more integrative both in the agricultural sector and environmental knowledge system. Adding a sense of urgency due to COVID-19 into …

The following research justification report shows to which extent The Garage Innovation Studio needs to adapt its operations to make it a more appealing and viable replacement option for HZ students going on their minor, internship, or apprenticeship. Meeting the expectations and satisfying the needs …

The complexity of regulations governing investigator-initiated trials (IITs) places a great burden on hospitals. Consequently, many hospitals seek to alleviate regulatory pressures by seeking an alternative quality management system (QMS). This paper takes the Netherlands as a case. To investigate how QMSs …

This paper will present the work process behind developing the design of an application used as part of an alternative learning method for helping students find their professional identity aspirations. The main research question of the project was: What can be the design of an application that encourages …

This report describes the development of a document recognition service. Goal of the service is the recognition of “Muster 4” prescriptions, as an extension for the HMM Deutschland GmbH product DeTouro. A detailed analysis has been conducted, based on which a number of requirements have been defined. …

Purpose: Collaborative deliberation comprises personal engagement, recognition of alternative actions, comparative learning, preference elicitation, and preference integration. Collaborative deliberation may be improved by assisting preference elicitation during shared decision-making. This study proposes …

The Spring of 2020 brought many disruptions to our professional and personal lives due to the COVID-19 pandemic that forced worldwide mid-semester campus closures; pivoting of traditional, face-to-face classes to remote teaching and learning; and postponements or cancellations of conferences, workshops, …

Our planet’s ecology and society are on a collision course, which manifests due to a contradiction in the assumptions of unlimited material growth fueling the linear economic paradigm. Our closed planetary ecosystem imposes confined amounts of space and a finite extent of resources upon its inhabitants. …

Building on the Millennium Development Goals, Education for Sustainable Development (ESD) and Education for Sustainable Development Goals (ESDG) were established. Despite the willingness of many educational institutions worldwide to embrace the SDGs, given escalating sustainability challenges, this article …