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 …

BACKGROUND: The FI-35 is a valid multidimensional Chinese frailty assessment instrument. Like other scales, functional measures rely on the information the total score provides. Our research aimed to analyze the contribution of each item. METHODS: Descriptive statistics were used to summarize the sample …

Societal transitions require activities of multiple stakeholders on different systemic levels. Designers and design researchers are often involved in supporting specific interventions and sometimes in enabling and facilitating entire processes. Practices and literature in ‘co-creation ecosystems’ are …

Panorama Films is an Italian-based production and service company, for feature films, commercials, photographic shoots and more; and assists foreign production companies in all aspects of the production, such as budget allocation, crew, locations, etc. Panorama Films plans to implement a radical change …

BACKGROUND: Intensive care unit (ICU) patients age 90 years or older represent a growing subgroup and place a huge financial burden on health care resources despite the benefit being unclear. This leads to ethical problems. The present investigation assessed the differences in outcome between nonagenarian …

The sustainable energy transition asks for new and innovative solutions in the way society, government, energy market and clients (end users) approach energy distribution and consumption. The energy transition provides great opportunity to develop innovative solutions where in the dense built environment …

Purpose: The study aims to explain the communicative basis of conflicts in which actors stand in opposition in defining a negotiated situation and to deepen knowledge of environmental conflict development, in particular on how frames are (re)shaped through discursive choices in interaction. Design/methodology/approach: This …

The company ‘Mossel Culinair' hopes to increase mussel sales and the company's competitiveness by developing an intelligent and innovative mussel display stand. In 2018 and 2019, Chinese SMU/HZ students designed an incomplete display. In the old prototype, there was no automatic lifting system, no temperature …

The catchment area of the Bovenmark has a total area of almost 40,000 hectares. The catchment area consists of a number of subsystems (Bavelse Leij, Chaamse beek, Galderse beek, Strijbeekse beek and 't Merkske) that together form the catchment area of the Bovenmark. In the 1990s, many development projects …

People during this Covid-19 year were forced to spend more time at home due to the lockdown and extreme weather conditions. Before the crisis, people already spent approximately 90 percent of their time indoors and relied on nearby public outdoor spaces for social and physical activities to maintain …