Organizations operate in a socio-economic context, and alignment with this context is key for business success. The rate of change and impact of these changes on the operating model of the organization appears to be increasing. Major trends are the aftermath of the financial crisis of 2008, the “VUCA” …

This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

In het dagelijks taalgebruik is ‘2.0’ een vage kreet geworden die ‘vernieuwing’ aanduidt: Paus Franciscus creëert een ‘Vaticaan 2.0’ en een dokter met internet is een ‘huisarts 2.0’. Nieuw en verbeterd! Maar wat moeten we ons dan bij 4.0 voorstellen? Nóg nieuwer? Nóg beter?

The increasing interest and discussion on the topic of AI as well as the Netherlands’ high degree of digitalization incited research on the topic. The goal of this study is to evaluate the current applications and use of AI as well as identifying predictive factors in its lower-than-expected adoption. To …

Industrial robot manipulators are widely used for repetitive applications that require high precision, like pick-and-place. In many cases, the movements of industrial robot manipulators are hard-coded or manually defined, and need to be adjusted if the objects being manipulated change position. To increase …

Bitman B.V. heeft in 2012 een knowledge based system ontwikkeld wat momenteel door T-Mobile gebruikt wordt. De decision tree opzet is de kern van het systeem. Het huidige systeem is opgezet in PHP Fusebox, een verouderd framework waar geen updates meer voor worden uitgebracht. Dit heeft als gevolg dat …

Autonomous robots require high degrees of cognitive and motoric intelligence to come into our everyday life. In non-structured environments and in the presence of uncertainties, such degrees of intelligence are not easy to obtain. Reinforcement learning algorithms have proven to be capable of solving …

Deze publicatie bevat het volledige afstudeerdossier van dhr. R.M. van Alst, afgestudeerd student van de studie HBO-ICT Software Engineering aan de Saxion Hogeschool te Enschede. Deze publicatie bevat de volgende documenten:- De afstudeerscriptie - Het Plan van Aanpak - Een persoonlijk reflectiedocument - …

Sufficient physical activity can prolong the ability of older adults to live independently. Community-based exercise programs can be enhanced by regularly performing exercises at home. To support such a home-based exercise program, a blended intervention was developed that combined the use of a tablet …

Addressing and integrating human values into AI design and development processes in research and practice can be di cult, and a clear methodological approach can clarify issues of both theory and prac- tice. One such approach is Value Sensitive Design (VSD), an established theory for addressing issues …