Fakultäten der Universität Bonn: Suche
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Zur Rolle der Flexionsmorphologie in der automatischen Klassifikation deutschsprachiger Textdokumente
(2022-12-08)
Die Arbeit untersucht den Einfluss der Flexionsmorphologie der deutschen Sprache auf konventionelle und neuronale Verfahren zur automatischen Klassifikation von Texten. In einem ersten Schritt werden in den offenen Wortklassen ...
AIAS – AI-gestütztes akademisches Schreiben: Neue Wege für die Geistes-, Kultur- und Humanwissenschaften
(2024)
Die Studie gibt einen Überblick über Risiken und Chancen der Anwendung künstlicher Intelligenz im Kontext des akademischen Schreibens und entwirft eine Gesamtstrategie zur Einführung des AI-gestützten akademischen Schreibens ...
Maßgeschneiderte nutzbarkeitserhaltende Pseudonymisierung: Anforderungen, Beschreibung, Umsetzung
(2023-01-30)
Die Verarbeitung personenbezogener Daten ist omnipräsent. Um die Privatsphäre und die informationelle Selbstbestimmung der Betroffenen zu achten, ist das Ergreifen von Maßnahmen zum Schutze der Vertraulichkeit der Daten ...
Theoretical and Practical Aspects of Finite Closure Systems for Mining and Learning
(2023-10-04)
This thesis investigates the potential and limitations of different adaptations of half-space separations in ordinary Euclidean spaces, one of the most popular paradigms in machine learning, to abstract finite closure ...
Adapting OpenCourseWare Based on the Needs and Preferences of Disabled Learners
(2022-12-22)
OpenCourseWare (OCW) systems are becoming a significant source of learning that are widely used for various educational purposes. With the COVID-19 Pandemic situation, these resources showed the impact of having material ...
Approximations for Hierarchical and Lower-Bounded Clustering and the Complexity of Minimum-Error Triangulation
(2024-03-28)
Clustering deals with the problem of finding structures in data. Given a number k we search for a good partition of a set of data points into at most k sets, where the sets of the partition are called clusters. In the ...
Towards enabling precision medicine in Alzheimer's disease and Parkinson's disease
(2024-03-21)
Alzheimer's disease and Parkinson's disease are prominent progressive neurodegenerative diseases, with a significant clinical and economic impact on patients, their families, and society as a whole. Despite numerous clinical ...
On the Usability of Coverage-Based Fuzzing of C/C++ Programs
(2024-02-15)
Even though the foundations for fuzzing were laid more than 30 years ago, it did not play a role in industry or academia for a long time. Interestingly, the popularity of fuzzing has risen for top-tier companies and academia ...
Deep Dynamic Language Models
(2024-03-15)
This thesis investigates the domain of deep dynamic language models, focusing on the integration of temporal dynamics to enhance language modeling and its application in various tasks, such as text generation, recommendation ...
Generative Adversarial Networks for Semantic Image Synthesis and Unconditional Synthesis with Limited Data
(2024-02-15)
Generative modeling of images is an important task aimed at synthesizing new images that are indistinguishable from real samples. The ability to generate diverse, realistic- looking images holds numerous applications, ...