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 |
Deep Learning für Roboter | BA/MA | |
Webbasiertes Tool zur interaktiven Analyse von Sensordaten | BA/MA | |
Modellierung von Produktionsabläufen – Literaturrecherche und Anwendung | BA/MA | |
Implementierung von KI-Produktionsplanungsagenten mit Deep Reinforcement Learning | BA/MA | |
Transfer von hierarchischen Strukturen in Reinforcement Learning | BA/MA | |
Continual Training of Deep Neural Networks | MA | |
Machine Learning basierte Umfärbung von Bilddaten | BA/MA |
Open theses - External/Industrial
Topic | Type | Partner | Description |
Deep Reinforcement Learning für das optimale Design von industriellen Bauteilen | BA/MA | Vorwerk | |
Predictive Simulation Models: Machine Learning in FEM-Fallsimulationen für Staubsauger | BA/MA | Vorwerk | |
Digitalisierung von Kochrezepten durch einen Knowledge Graph | BA/MA | Vorwerk | |
Lokalisierung von Einrichtungsgegenständen mittels Mustererkennung in Laser Distance Sensordaten für Reinigungsroboter | BA/MA | Vorwerk | |
Kamera-basierte Objekterkennung mittels Deep Learning für Reinigungsroboter | BA/MA | Vorwerk |
Ongoing and completed theses
Year | Type | Titel | Research focus | Status |
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 | ongoing |
2020 | MA | Entscheidungsunterstützung bei der Berechtigungsrezertifizierung im Identity-Management mittels Verfahren des maschinellen Lernens | Applied AI in Industry | ongoing |
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 Network Ablations | Transparent and Interpretable AI | ongoing |
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 |