The current set of research methods on ictresearchmethods.nl contains only one research method that refers to machine learning: the “Data analytics” method in the “Lab” strategy. This does not reflect the way of working in ML projects, where Data Analytics is not a method to answer one question but the …

In this post I give an overview of the theory, tools, frameworks and best practices I have found until now around the testing (and debugging) of machine learning applications. I will start by giving an overview of the specificities of testing machine learning applications.

Technisch gezien hebben mensen heden ten dage meer tijd; we slapen minder dan 20 jaar geleden en efficiency viert hoogtij. Toch is tijdgebrek een veelgehoorde klacht. Vandaar dat de reeks ‘digitale trends en tools in 60 minuten’ hierop inspringt. Hiermee kan de lezer in korte tijd inzicht krijgen in …

The estimation of the pose of a differential drive mobile robot from noisy odometer, compass and beacon distance measurements is studied. The estimation problem, which is a state estimation problem with unknown input, is reformulated into a state estimation problem with known input and a process noise …

Poster presentation on conference Alice and Eve 2020.

Het doel van dit onderzoek is het ontwikkelen van een model op basis van technieken uit het veld Educational Data Mining (EDM) die door individuen zowel bekend als onbekend met het veld (EDM) in gebruik genomen kan worden om studiesucces (al dan niet doorstromen naar het tweede leerjaar) mee te kunnen …

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 …

Information can be exchanged in many different ways, the standard format for textual information is a document, which comes in an impossible number of different structures. The Ministry of Internal Affairs and Kingdom Relations concerns an overwhelming number of documents on a daily basis and uses a …

Background: The Global Leadership Initiative on Malnutrition (GLIM) created a consensus-based framework consisting of phenotypic and etiologic criteria to record the occurrence of malnutrition in adults. This is a minimum set of practicable indicators for use in characterizing a patient/client as malnourished, …

Background The Global Leadership Initiative on Malnutrition (GLIM) created a consensus-based framework consisting of phenotypic and etiologic criteria to record the occurrence of malnutrition in adults. This is a minimum set of practicable indicators for use in characterizing a patient/client as malnourished, …