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Open Theses

Applied Technical Cognitive Systems

Title: Deep Learned Condition Monitoring of an Autonomous Vehicle
Supervisor: Stefan Orf
Type of thesis: Master

Title: Situation Recognition for Remote Operator Support
Supervisor: Stefan Orf
Type of thesis: Master

Title: Statistical Modelling of Vehicle Movement in Autonomous Driving
Supervisor: Stefan Orf
Type of thesis: Bachelor

Title: Detecting Cooperative Driving in Deep Neural Network Architectures
Supervisor: J. Marius ZöllnerNikolai Polley
Type of thesis: Bachelor, Master

Title: Anomaly Detection with World Models for Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: Benchmarking Anomaly Detection on Camera and Lidar Data with 3D Voxel Representation
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: Specialized Evaluation Metrics for Perception Tasks in Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: Deep Learning Anomaly Detection with Model Contradictions for Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: 3D Voxel Benchmark for Anomaly Detection in Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: Deep Learning World Models with Latent States for Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Bachelor, Master

Title: Deep Reinforcement Learning for Autonomous Driving
Supervisor: Daniel Bogdoll
Type of thesis: Master

Title: Thinking Fast and Slow with Model-Based Reinforcement Learning
Supervisor: Mohammd Karam Daaboul
Type of thesis: Master

Title: Deep Reinforcement Learning for the Control of Robotic Manipulation
Supervisor: Mohammd Karam Daaboul
Type of thesis: Master

Title: Efficient Uncertainty Aware Latent Model-Based Optimization
Supervisor: Mohammd Karam Daaboul
Type of thesis: Master

Title: Machine Learning & Transfer Learning im Bereich der Arbeitsmaschinen
Supervisor: Mohammd Karam Daaboul
Type of thesis: Bachelor, Master

Title: Manöver- / Trajektorienplanung unter Unsicherheiten
Supervisor: Philip Schörner
Type of thesis: Bachelor, Master


Business Information Systems

Title: Activity Mining mit Transformern - Prozessanalyse auf der Basis von NLP
Supervisor: Andreas OberweisFabian Rybinski
Type of thesis: Bachelor, Master

Title: Prozessmanagement im Smart Home Kontext
Supervisor: Andreas OberweisFabian Rybinski
Type of thesis: Master

Title: Tabus und Grenzen der Nutzung von Conversational Agents
Supervisor: Andreas OberweisAlexander Dregger
Type of thesis: Bachelor, Master

Title: Gestaltungscues zum Ausdruck von Persönlichkeitsmerkmalen in Conversational Agents wie z.B. Chatbots (Literaturreview/Modellentwicklung)
Supervisor: Andreas OberweisAlexander Dregger
Type of thesis: Bachelor

Title: Fallstudien-Design zum Thema „Best Practices in Living Labs und Reallaboren“
Supervisor: Andreas OberweisTanja Zylowski
Type of thesis: Bachelor, Master

Title: Geschäftsprozessmodellierung in der Hochschullehre
Supervisor: Meike UllrichSelina SchülerAndreas OberweisMartin Forell
Type of thesis: Bachelor, Master, Diplom, Studienarbeit

Title: Literaturstudie zu Automatisierungskonzepten in der Modellierung (ggf. mit Schwerpunkten)
Supervisor: Selina SchülerAndreas Oberweis
Type of thesis: Bachelor, Master

Title: Testen mit GPT – automatische Testgenerierung mit einem Transformernetzwerk
Supervisor: Demian FristerAndreas Oberweis
Type of thesis: Bachelor, Master

Title: GPT, BERT, RNN – Untersuchung des Einsatzes von NLP zur automatischen Generierung von Experimentbeschreibungen in der Chemie
Supervisor: Clemens SchreiberAndreas OberweisDemian Frister
Type of thesis: Bachelor, Master

Title: Exploring the opportunities of Process Mining and Machine Learning for the Creation of a Digital Twin of an Organization
Supervisor: Clemens SchreiberAndreas Oberweis
Type of thesis: Bachelor, Master

Title: Geschäftsprozessmodelle und Natural Language Processing (NLP)
Supervisor: Meike UllrichAndreas Oberweis
Type of thesis: Bachelor, Master

Title: Semantische Suche in einer Kompetenzdatenbank
Supervisor: Andreas OberweisMartin Forell
Type of thesis: Master

Title: Automatisierte Kompetenzextraktion aus Veröffentlichungen
Supervisor: Andreas OberweisMartin Forell
Type of thesis: Master

Title: Implementierung, Evaluation und Vergleich automatisierter Testmöglichkeiten für mobile Applikationen mithilfe eines Roboterarms – verschiedene Vertiefungsmöglichkeiten
Supervisor: Andreas OberweisDemian Frister
Type of thesis: Bachelor, Master

Title: Process Mining Methoden zur XML-Netz-Generierung
Supervisor: Selina SchülerAndreas Oberweis
Type of thesis: Bachelor, Master

Title: Konzeption und prototypische Umsetzung einer Roboterapplikation für den Einsatz eines humanoiden Roboters in der Lehre
Supervisor: Andreas OberweisMartin Forell
Type of thesis: Bachelor, Master

Title: Automatisierte Erkennung und Durchführung möglicher von einem Roboter ausführbarer Aktionen
Supervisor: Andreas OberweisDemian Frister
Type of thesis: Master

Title: Testen mit lernenden K(I)öpfchen
Supervisor: Andreas OberweisDemian Frister
Type of thesis: Master

Title: Global Transfer (Assignment) Policies
Supervisor: Thomas Wolf
Type of thesis: Bachelor

Title: Abschlussarbeit am Beijing Institute of Technology in Peking
Supervisor: Clemens Schreiber
Type of thesis: Bachelor, Master


Critical Information Infrastructures

Title: Applied Cryptography: Privacy for emerging Digital Health Solutions
Supervisor: Konstantin Pandl
Type of thesis: Bachelor, Master

Title: Artificial Intelligence for IT Security
Supervisor: Benjamin SturmFelix Morsbach
Type of thesis: Bachelor, Master

Title: Artificial Intelligence: Federated Learning for Healthcare
Supervisor: Konstantin Pandl
Type of thesis: Bachelor, Master

Title: Artificial Intelligence: How much is my health data worth?
Supervisor: Konstantin Pandl
Type of thesis: Bachelor, Master

Title: Blockchain: Blockchain for Open Science
Supervisor: Benjamin Sturm
Type of thesis: Bachelor, Master

Title: Blockchain: Quality of Distributed Ledger Technology Designs
Supervisor: Niclas Kannengießer
Type of thesis: Bachelor, Master

Title: CII:Trustworthy AI and Software in Cars
Supervisor: Maximilian Renner
Type of thesis: Master

Title: Digital Health: Direct-to-Consumer Genetic Testing: A Temporal Analysis of Business Models
Supervisor: Philipp Toussaint
Type of thesis: Bachelor, Master

Title: Fog Computing - Continuous Service Certification
Supervisor: Heiner Teigeler
Type of thesis: Bachelor, Master

Title: Healthcare in the Metaverse
Supervisor: Shanshan Hu
Type of thesis: Bachelor, Master

Title: IT Certifications – Trustworthy or Yet Another Form of Greenwashing?
Supervisor: Philipp Danylak
Type of thesis: Bachelor, Master

Title: IT-Certification: Traditional vs. Dynamic Certification - Is there really a difference?
Supervisor: Heiner Teigeler
Type of thesis: Bachelor, Master

Title: Informed Machine Learning in Healthcare
Supervisor: Florian Leiser
Type of thesis: Bachelor, Master

Title: Internet Technologies: Objective information retrieval and information literacy
Supervisor: Benjamin Sturm
Type of thesis: Bachelor, Master

Title: Users’ Game Design Element Preferences in Digital Mental Health Interventions
Supervisor: Shanshan Hu
Type of thesis: Bachelor, Master


Efficient Algorithms

Title: Bachelor- / Master- / Diplom- Theses in Multi-objective Optimization and Decision Making
Supervisor: Dr. Pradyumn Shukla
Type of thesis: Bachelor, Master, Diplom, Studienarbeit


Information Service Engineering

Title: Potato, Potahto, Iliad, Ilias: Entity Alignment with Knowledge Graph Embeddings and Language Models
Supervisor: Harald SackRussa BiswasMary Ann Tan
Type of thesis: Master

Title: Patent Document Summarization with Contextual Embeddings
Supervisor: Harald SackRima Türker
Type of thesis: Master

Title: Knowledge Graph Completion Leveraging Neural Language Models
Supervisor: Harald SackRussa BiswasMehwish Alam
Type of thesis: Master

Title: Stamp Detection and Segmentation in Historical Documents
Supervisor: Harald SackRussa BiswasMahsa Vafaie
Type of thesis: Master

Title: Analyse the Impact of Text Representation Methods for Iconclass Label Recommendation
Supervisor: Harald SackEtienne Posthumus
Type of thesis: Bachelor

Title: Tagging ROI in images to Notation using Annotations - Region of Interest to Meanings Mapping
Supervisor: Harald SackEtienne Posthumus
Type of thesis: Master

Title: Modelling the content of the Illustrated Iconclass as a Graph Database
Supervisor: Harald SackEtienne Posthumus
Type of thesis: Master

Title: How Well Do Aliases Represent an Entity?
Supervisor: Harald SackGenet Asefa Gesese
Type of thesis: Master

Title: Is Wikidata Socially Biased?
Supervisor: Harald SackGenet Asefa GeseseMehwish Alam
Type of thesis: Master

Title: Knowledge Graph Based Semantic Web Page Tagging
Supervisor: Harald SackMatthias RazumTabea Tietz
Type of thesis: Master

Title: Automated Classification of Mathematical Documents
Supervisor: Harald SackFabian Müller
Type of thesis: Master


Web Science

Title: Knowledge Graphs for Robots’ Situational Awareness
Supervisor: Michael Färber
Type of thesis: Bachelor, Master, Diplom

Title: Using Graph Neural Networks to Predict Future Trends in Science
Supervisor: Tarek Saier
Type of thesis: Master

Title: Interaktive SPARQL-Abfrage-Optimierung
Supervisor: Tobias Käfer
Type of thesis: Bachelor, Master

Title: Using Visual Text Representation for Robust Text Classification
Supervisor: Shuzhou Yuan
Type of thesis: Bachelor, Master

Title: Chronik 2050: Automatische Extraktion von erwarteten Ereignissen aus Webseiten
Supervisor: Michael Färber
Type of thesis: Bachelor, Master, Diplom

Title: Performance Analysis of Graph Neural Diffusion via Fourier Decomposition
Supervisor: Michael FärberChen Shao
Type of thesis: Master, Diplom

Title: Scalable Graph Neural Networks on Knowledge Graphs
Supervisor: Michael FärberChen Shao
Type of thesis: Master, Diplom

Title: Self-Sovereign Identity (SSI) on the Web
Supervisor: Christoph Braun
Type of thesis: Bachelor, Master

Title: Dezentrale transparente Datenverarbeitung zwischen Unternehmen
Supervisor: Christoph Braun
Type of thesis: Bachelor, Master

Title: Using Large Language Models for Data Augmentation
Supervisor: Nicholas Popovic
Type of thesis: Bachelor, Master

Title: Few-Shot Learning Approaches for Relation Extraction
Supervisor: Nicholas Popovic
Type of thesis: Bachelor, Master

Title: Quantum Computing for Natural Language Processing
Supervisor: Michael Färber
Type of thesis: Master, Diplom

Title: Extracting Facts from Text: Joint Entity and Relation Extraction
Supervisor: Nicholas Popovic
Type of thesis: Bachelor, Master

Title: Alles nur Show? Ein automatischer Vergleich von Nachrichten vor der Bundestagswahl mit dem Koalitionsvertrag mittels Natural Language Processing
Supervisor: Michael Färber
Type of thesis: Bachelor, Master

Title: Real Time Scholarly Big Data - leveraging NLP to continously integrate heterogeneous data sources
Supervisor: Tarek Saier
Type of thesis: Bachelor, Master

Title: GPT-3, BERT & Co.: When to use which language model?
Supervisor: Michael Färber
Type of thesis: Bachelor, Master

Title: Identitäten in dezentralen Informationssystemen
Supervisor: Tobias Käfer
Type of thesis: Bachelor, Master

Title: Creating a Large Knowledge Graph about Scientific Publications for Innovation Forecast
Supervisor: Michael Färber
Type of thesis: Bachelor, Master

Title: Deep Learning + Knowledge Graphs
Supervisor: Michael FärberFrederic Bartscherer
Type of thesis: Bachelor, Master

Title: Kommunizierende persönliche KI-Assistenten
Supervisor: Tobias Käfer
Type of thesis: Bachelor, Master, Diplom

Title: Kausalität und physikalisches Wissen in Wissensgraphen für KI-Assistenzsysteme
Supervisor: Tobias Käfer
Type of thesis: Bachelor, Master

Title: A Systematic Review of Data Sets and Sources Providing Full Text Computer Science Publications
Supervisor: Tarek Saier
Type of thesis: Bachelor, Master

Title: Can Citation Markers Be Words? In [1] you may find an answer.
Supervisor: Tarek Saier
Type of thesis: Bachelor, Master

Title: Automatically Recommending Citations for Texts Using Neural Networks
Supervisor: Michael Färber
Type of thesis: Master

Title: Wie fair sind Forscher? Eine Analyse von Zerrungen bzgl. Zitaten in wissenschaftlichen Publikationen
Supervisor: Michael Färber
Type of thesis: Bachelor, Master