DBIS

Information about Diploma/Master thesis process

Open Theses

Running Theses

• A Framework for Automated Sanitization of Cybersecurity Playbooks

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  A Framework for Automated Sanitization of Cybersecurity Playbooks

• DISCO-ML: Decision Interoperability Specification Conventions for Operationalized Machine Learning

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  Sensor-based machine learning (ML) systems (such as predictive maintenance, environmental monitoring, and industrial automation) require scalable, explainable, and continuously evolving data infrastructures. The complexity of these systems lies not only in the technical pipeline (data ingestion, feature engineering, model training, deployment, monitoring) but also in the design decisions stakeholders make along the way. These decisions ...

• A Foundational small LLM-based Framework to enable Compliance Checking

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• Design and Evaluation of AI Agent Systems for Enterprise Software

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  Enterprise Software has become a critical pillar in global digital transformation. In China, for example, next-generation platforms such as DingTalk and Feishu not only integrate office automation functionalities but also play a central role in project management, team collaboration, and workflow optimization, which enable efficient cross-department collaboration, task transparency, and workflow automation, thereby enhancing organizational ...

• AI-Driven Intelligent Scheduling System in Healthcare and Long-Term Care

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  The healthcare and long-term care (LTC) sector is experiencing severe workforce challenges. Nurses and caregivers are frequently confronted with excessive workloads, mandatory overtime, and the constraints of complex union agreements. These pressures contribute to burnout, high turnover rates, and rising labour costs, while simultaneously undermining care quality and patient satisfaction. Conventional workforce management (WFM) tools are ...

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Completed Theses

• Federated Machine Learning Architecture for an MDF Production Industry Use Case

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  Federated Machine Learning Architecture for an MDF Production Industry Use Case

• Data-driven quality assurance in grinding manufacturing technology

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  Data-driven quality assurance in grinding manufacturing technology

• A Privacy-Preserving Machine Learning Approach for DGA Detection

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• OGRETA: Ontologie-Entwurf für das GRETA-Kompetenzmodell

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  Das Ziel dieser Bachelorarbeit “OGRETA – Ontologie-gestützter Rahmen für das Entwicklungstracking von Arbeitskompetenzen” ist die Überführung des GRETA-Kompetenzmodells in eine Ontologie, die als Grundlage für ein Empfehlungssystem dienen kann. Das GRETA-Modell definiert die beruflichen Kompetenzen von Lehrkräften in der Erwachsenenbildung unabhängig von Fachgebiet, Erfahrung oder Beschäftigungsart. Durch die Strukturierung dieses Modells als Ontologie soll die ...

• Development of a hybrid Intrusion Detection System for EV Charging Stations

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  Development of a hybrid Intrusion Detection System for EV Charging Stations

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