Abstract: This article investigates the use of electroencephalography (EEG) signals for movement detection. For this purpose, MoveDetect, a deep clustering algorithm consisting of a long short-term memory (LSTM) neural network and a k-means clustering algorithm, was developed. MoveDetect is not able to reliably detect movements. It has an accuracy of 67.5\% and a precision of 0.427\% as it excessively predicts that movements have occurred. Using different combinations of datasets for training improved performance minimally, while altering the selection of EEG channels, pre-processing, window size, timesteps, and feature extraction steps had only negative effects on performance. Despite this, MoveDetect is a stepping stone towards an EEG movement detection classifier.

GIRAF is a tablet app for non-verbal autistic kids, offering daily schedules, games, and educational activities. It was developed by Aalborg University students in 2011 as a semester project in Software Engineering. The app, called Weekplanner, was created in partnership with Børnehaven Birken, Egebakken, and the Center for Autisme og ADHD in Aalborg.

ACGL is a domain-specific programming language that models French suited card games. The language was designed to replicate the flow and actions of any card game. A Java-based compiler was created using ANTLR4 parser generator. ACGL has proven successful in simplifying the development of French suited card games.

Developing a dynamic and flexible digital information board with an admin panel is the goal of this project for talDigital.dk. They can be used as a stand-alone product or as an add-on to physical solutions for easy online sharing of information.

The software solution, which uses HTML, CSS, JavaScript, and different APIs, includes an implementation of the SEIRS model and applies the numerical method known as RK4 for simulations. It also includes helpful features, such as saving and sorting parameters for the model, as well as the ability to compare graphs in the same plot. Overall, the software is successful in evaluating various strategies to control an epidemic.