Bachelor- and Master thesis

Are you looking for a topic for your bachelor or master thesis? Would you like to work on exciting projects during your studies?

We offer you many possibilities!

We offer thesis topics on the latest research or in cooperation with industry. The topics are:

Applied Artificial Intelligence in Industries
Semantic Data Management
Industrial Natural Language Processing
Transparent and Interpretable Artificial Intelligence
Industrial Transfer Learning
Sensory Time Series Data Analytics
and much more!

Get in touch with us! You are also welcome to take the initiative: meisen{at}uni-wuppertal.de

Open theses - Research at the Chair

Topic	Type	Description
Roboter lernen Kraftfügen mit Deep Reinforcement Learning	BA/MA	PDF
Cooperative Production Simulation	BA	PDF
Dynamic Process Planning using Reinforcement Learning	BA/MA	PDF
Multiagent Robot Simulation	MA	PDF
Continual Meta-Learning von Neuronalen Netzen mittels kontextabhängigem Gating	MA	PDF
Untersuchung der Kapazität von Neuronalen Netzen bei der Nutzung von Continual Learning Verfahren	BA/MA	PDF
Deep Learning für Roboter	BA/MA	PDF
Webbasiertes Tool zur interaktiven Analyse von Sensordaten	BA/MA	PDF
Transfer von hierarchischen Strukturen in Reinforcement Learning	BA/MA	PDF
Continual Training of Deep Neural Networks	MA	PDF
Machine Learning basierte Umfärbung von Bilddaten	BA/MA	PDF

Open theses - External/Industrial

Topic	Typ	Partner	Description
Machine und Deep Learning zur Erforschung der Stammdatenoptimierung	MA	Dataservices & IT-Solutions	PDF
Deep Reinforcement Learning für das optimale Design von industriellen Bauteilen	BA/MA	Vorwerk	PDF
Predictive Simulation Models: Machine Learning in FEM-Fallsimulationen für Staubsauger	BA/MA	Vorwerk	PDF
Digitalisierung von Kochrezepten durch einen Knowledge Graph	BA/MA	Vorwerk	PDF
Lokalisierung von Einrichtungsgegenständen mittels Mustererkennung in Laser Distance Sensordaten für Reinigungsroboter	BA/MA	Vorwerk	PDF
Kamera-basierte Objekterkennung mittels Deep Learning für Reinigungsroboter	BA/MA	Vorwerk	PDF

Ongoing and completed theses

Year	Type	Titel	Research focus	Status
2021	BA	Training robust Reinforcement-Learning Agents for a Pick&Place Scenario with Domain Randomization	Industrial Transfer Learning	ongoing
2021	BA	Sim2Real transfer of neural networks for the extraction of 6d-poses from images	Industrial Transfer Learning	ongoing
2021	MA	Behavior-Preserving Action Space Mappings with Sequence-to-Sequence Models for Skill Transfer in Reinforcement Learning	Industrial Transfer Learning	ongoing
2021	MA	Rating of Textual Data Descriptions with Regard to Their Suitability for Semantic Model Creation	Semantic Data Management	ongoing
2021	MA	Comparison of Statistical and Deep Learning Models to Predict the Remaining Useful Lifetime of Vaillant Gas Boiler Components	Industrial Sensory Data Analytics	ongoing
2021	MA	Transferable Hierarchy Layers through Unsupervised Reinforcement Learning for Industrial Robots	Industrial Transfer Learning	ongoing
2021	BA	Einfluss des Trainingsintervalls von Produktembeddings auf die Performance von Empfehlungssystemen	Applied AI in Industry	completed
2020	BA	Konzeptionierung und Umsetzung der Datenzusammenführung und des Feature-Engineerings für die Anwendung eines Predictive-Quality-Algorithmus am Beispiel einer SMD-Fertigung der Firma Vaillant	Applied AI in Industry	completed
2020	MA	Entscheidungsunterstützung bei der Berechtigungsrezertifizierung im Identity-Management mittels Verfahren des maschinellen Lernens	Applied AI in Industry	completed
2020	MA	NIMS-VIZ: An Interactive Tool to Visually Explore Convolutional Neural Networks	Transparent and Interpretable AI	ongoing
2020	MA	Transparency of Transformer Networks for Artificial Language Generation via Attention and Activation Visualization	Transparent and Interpretable AI	completed
2020	BA	Untersuchung der Neuronenaktivität in Künstlichen Neuronalen Netzen bei der Falschklassifizierung in Bildern des autonomen Fahrens	Transparent and Interpretable AI	completed
2019	BA	Incremental Class Learning of Neural Networks based on Ablation Studies	Transparent and Interpretable AI / Industrial Transfer Learning	completed
2019	MA	Interpretability of Neural Networks for Time Series Sensory Data Analysis	Transparent and Interpretable AI / Industrial Sensory Data Analytics	completed
2019	BA	Data-Efficient Incremental Class Learning for Artificial Neural Networks	Industrial Transfer Learning	completed
2019	MA	Steigerung der Dateneffizienz von künstlichen neuronalen Netzen für das Spritzgußverfahren	Industrial Transfer Learning	completed
2019	MA	Digitalisierung der Lagerlogistik – Erstellen einer Software für Jungdruck zur Verbesserung der Lagerlogisitk und Vereinfachung der Kommissionierung	Semantic Data Management	completed
2019	BA	Wirtschaftliche Betrachtung der Nutzung künstlicher neuronaler Netze eines Verbundsicherheitsglasumformungsprozesses	Applied AI in Industry	completed
2019	BA	Machine Learning for Anonymization of Unstructured Text	Industrial NLP and Information Extraction	completed
2019	MA	Implementation of an Adaptive Individualized System to Foster the Development of Academic Language Skills	Industrial NLP and Information Extraction	completed
2019	MA	Designing and developing a tool to augment browsing habits with a novel vocabulary trainer.	Industrial NLP and Information Extraction	completed
2019	MA	Visualizing Learning Representations of Artificial Neural Networks using Ablation Studies	Transparent and Interpretable AI	completed
2019	BA	Design of a Markup Language for Dataflow Driven Systems	Semantic Data Management	completed
2019	BA	Entwicklung eines semantischen Wissensgraphen mit Hilfe von Benutzer-Sucheingaben	Semantic Data Management	completed
2019	BA	Evaluierung KI gestützter Erweiterungsmöglichkeiten mobiler Schlaflabore mittels Ansätzen des maschinellen Lernens	Applied AI in Industry	completed
2018	BA	Using Artificial Neural Networks to Predict Quality Criteria in Injection Molding	Applied AI in Industry	completed
2018	BA	Reinforcement Learning based on Deep Q-Networks for Designing Optical Lens Systems	Applied AI in Industry	completed
2018	MA	Modellierung eines Entscheidungsunterstützungssystems zur Erstellung von Stichplänen durch Supervised Learning	Applied AI in Industry	completed
2018	MA	Deep Reinforcement Learning for Pass Scheduling in Heavy Plate Rolling	Applied AI in Industry	completed
2018	MA	Model-free Reinforcement Learning using Deep Deterministic Policy Gradient for an RFID-Measurement System	Applied AI in Industry	completed
2018	MA	Reinforcement Learning für die Planung von Achsenbewegung für CNC-Fräsmaschinen	Applied AI in Industry	completed
2018	MA	Fully Automatic Extraction of Data from Data Visualizations in Documents	Industrial NLP and Information Extraction	completed
2018	BA	Neuroscientific Methods for the Understanding of Convolutional Neural Networks	Transparent and Interpretable AI	completed
2018	BA	Hypothesengetriebenes Vorgehensmodell für maschinelle Lernverfahren	Transparent and Interpretable AI	completed
2018	MA	Framework to Learn Semantic Concept Representations	Semantic Data Management	completed
2018	MA	Automatisierte Klassifizierung von Müdigkeit auf Basis von Eyetracking-Daten	Applied AI in Industry	completed
2017	BA	Effiziente Prozessauslegung im Spritzgießen durch überwachte maschinelle Lernverfahren	Applied AI in Industry	completed
2017	BA	A guideline for the usability of machine learning for production systems	Applied AI in Industry	completed
2017	BA	Understanding Hot Rolling Processes using Machine Learning	Applied AI in Industry	completed
2017	MA	Path Planning for Industrial Robots based on Direct Sensory Input with Reinforcement Learning and Convolutional Neural Networks	Applied AI in Industry	completed
2017	MA	Uncertainty-aware Machine Learning Algorithms in Production Process Modelling	Applied AI in Industry	completed
2017	BA	Untersuchung von rekurrenten neuronalen Netzen zur prädiktiven Analyse von Sensorwerten in der Produktionstechnik	Industrial Sensory Data Analytics	completed
2017	BA	Untersuchung von rekurrenten neuronalen Netzen auf die Eignung zur Vorhersage der zeitlichen Entwicklung von Sensorwerten im Bereich des Tiefziehens	Industrial Sensory Data Analytics	completed
2017	MA	Machine Learning for Predictive Analysis of Production Process Data	Industrial Sensory Data Analytics	completed
2017	MA	Machine Learning for Predictive Analysis of Sensor Time Series Data	Industrial Sensory Data Analytics	completed
2017	MA	Reinforcement-Learning Control-Agent für das Cart-Pole Swing-Up Szenario	Transparent and Interpretable AI	completed
2017	MA	Applying External Knowledge Bases and User-assisted Semantic Modelling to Evolve a Semantic Knowledge Graph	Semantic Data Management	completed
2017	MA	Extending Estimation of Parking Occupancy to Untracked City Areas using City Background Information	Applied AI in Industry	completed
2017	BA	Using Map Revealing for Exploring Cities	Applied AI in Industry	completed

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Chair for Technologies and Management of Digital Transformation

Univ. Prof. Dr. Ing. Tobias Meisen

Bachelor- and Master thesis

Open theses - Research at the Chair

Open theses - External/Industrial

Ongoing and completed theses