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Chair for Technologies and Management of Digital Transformation


Univ. Prof. Dr. Ing. Tobias Meisen

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

TopicTypeDescription
Roboter lernen Kraftfügen mit Deep Reinforcement LearningBA/MAPDF
Cooperative Production SimulationBAPDF
Dynamic Process Planning using Reinforcement LearningBA/MAPDF
Multiagent Robot SimulationMAPDF
Continual Meta-Learning von Neuronalen Netzen mittels kontextabhängigem GatingMAPDF
Untersuchung der Kapazität von Neuronalen Netzen bei der Nutzung von Continual Learning VerfahrenBA/MAPDF
Deep Learning für RoboterBA/MAPDF
Webbasiertes Tool zur interaktiven Analyse von SensordatenBA/MAPDF
Transfer von hierarchischen Strukturen in Reinforcement LearningBA/MAPDF
Continual Training of Deep Neural NetworksMAPDF
Machine Learning basierte Umfärbung von BilddatenBA/MAPDF

Open theses - External/Industrial

TopicTypPartnerDescription
Machine und Deep Learning zur Erforschung der StammdatenoptimierungMADataservices & IT-SolutionsPDF
Deep Reinforcement Learning für das optimale Design von industriellen BauteilenBA/MAVorwerkPDF
Predictive Simulation Models: Machine Learning in FEM-Fallsimulationen für StaubsaugerBA/MAVorwerkPDF
Digitalisierung von Kochrezepten durch einen Knowledge GraphBA/MAVorwerkPDF
Lokalisierung von Einrichtungsgegenständen mittels Mustererkennung in Laser Distance Sensordaten für ReinigungsroboterBA/MAVorwerkPDF
Kamera-basierte Objekterkennung mittels Deep Learning für ReinigungsroboterBA/MAVorwerkPDF

 

 

Ongoing and completed theses

YearTypeTitelResearch focusStatus
2021BATraining robust Reinforcement-Learning Agents for a Pick&Place Scenario with Domain RandomizationIndustrial Transfer Learningongoing
2021BASim2Real transfer of neural networks for the extraction of 6d-poses from imagesIndustrial Transfer Learningongoing
2021MABehavior-Preserving Action Space Mappings with Sequence-to-Sequence Models for Skill Transfer in Reinforcement LearningIndustrial Transfer Learningongoing
2021MARating of Textual Data Descriptions with Regard to Their Suitability for Semantic Model CreationSemantic Data Managementongoing
2021MAComparison of Statistical and Deep Learning Models to Predict the Remaining Useful Lifetime of Vaillant Gas Boiler ComponentsIndustrial Sensory Data Analyticsongoing
2021MATransferable Hierarchy Layers through Unsupervised Reinforcement Learning for Industrial RobotsIndustrial Transfer Learningongoing
2021BAEinfluss des Trainingsintervalls von Produktembeddings auf die Performance von EmpfehlungssystemenApplied AI in Industrycompleted
2020BAKonzeptionierung und Umsetzung der Datenzusammenführung und des Feature-Engineerings für die Anwendung eines Predictive-Quality-Algorithmus am Beispiel einer SMD-Fertigung der Firma VaillantApplied AI in Industrycompleted
2020MAEntscheidungsunterstützung bei der Berechtigungsrezertifizierung im Identity-Management mittels Verfahren des maschinellen LernensApplied AI in Industrycompleted
2020MANIMS-VIZ: An Interactive Tool to Visually Explore Convolutional Neural Networks Transparent and Interpretable AIongoing
2020MATransparency of Transformer Networks for Artificial Language Generation via Attention and Activation VisualizationTransparent and Interpretable AIcompleted
2020BAUntersuchung der Neuronenaktivität in Künstlichen Neuronalen Netzen bei der Falschklassifizierung in Bildern des autonomen FahrensTransparent and Interpretable AIcompleted
2019BAIncremental Class Learning of Neural Networks based on Ablation StudiesTransparent and Interpretable AI / Industrial Transfer Learningcompleted
2019MAInterpretability of Neural Networks for Time Series Sensory Data AnalysisTransparent and Interpretable AI / Industrial Sensory Data Analyticscompleted
2019BAData-Efficient Incremental Class Learning for Artificial Neural NetworksIndustrial Transfer Learningcompleted
2019MASteigerung der Dateneffizienz von künstlichen neuronalen Netzen für das SpritzgußverfahrenIndustrial Transfer Learningcompleted
2019MADigitalisierung der Lagerlogistik – Erstellen einer Software für Jungdruck zur Verbesserung der Lagerlogisitk und Vereinfachung der KommissionierungSemantic Data Managementcompleted
2019BAWirtschaftliche Betrachtung der Nutzung künstlicher neuronaler Netze eines VerbundsicherheitsglasumformungsprozessesApplied AI in Industrycompleted
2019BAMachine Learning for Anonymization of Unstructured TextIndustrial NLP and Information Extractioncompleted
2019MAImplementation of an Adaptive Individualized System to Foster the Development of Academic Language SkillsIndustrial NLP and Information Extractioncompleted
2019MADesigning and developing a tool to augment browsing habits with a novel vocabulary trainer.Industrial NLP and Information Extractioncompleted
2019MAVisualizing Learning Representations of Artificial Neural Networks using Ablation StudiesTransparent and Interpretable AIcompleted
2019BADesign of a Markup Language for Dataflow Driven SystemsSemantic Data Managementcompleted
2019BAEntwicklung eines semantischen Wissensgraphen mit Hilfe von Benutzer-SucheingabenSemantic Data Managementcompleted
2019BAEvaluierung KI gestützter Erweiterungsmöglichkeiten mobiler Schlaflabore mittels Ansätzen des maschinellen LernensApplied AI in Industrycompleted
2018BAUsing Artificial Neural Networks to Predict Quality Criteria in Injection MoldingApplied AI in Industrycompleted
2018BAReinforcement Learning based on Deep Q-Networks for Designing Optical Lens SystemsApplied AI in Industrycompleted
2018MAModellierung eines Entscheidungsunterstützungssystems zur Erstellung von Stichplänen durch Supervised LearningApplied AI in Industrycompleted
2018MADeep Reinforcement Learning for Pass Scheduling in Heavy Plate RollingApplied AI in Industrycompleted
2018MAModel-free Reinforcement Learning using Deep Deterministic Policy Gradient for an RFID-Measurement SystemApplied AI in Industrycompleted
2018MAReinforcement Learning für die Planung von Achsenbewegung für CNC-FräsmaschinenApplied AI in Industrycompleted
2018MAFully Automatic Extraction of Data from Data Visualizations in DocumentsIndustrial NLP and Information Extractioncompleted
2018BANeuroscientific Methods for the Understanding of Convolutional Neural NetworksTransparent and Interpretable AIcompleted
2018BAHypothesengetriebenes Vorgehensmodell für maschinelle LernverfahrenTransparent and Interpretable AIcompleted
2018MAFramework to Learn Semantic Concept RepresentationsSemantic Data Managementcompleted
2018MAAutomatisierte Klassifizierung von Müdigkeit auf Basis von Eyetracking-Daten
Applied AI in Industry
completed
2017BAEffiziente Prozessauslegung im Spritzgießen durch überwachte maschinelle LernverfahrenApplied AI in Industrycompleted
2017BAA guideline for the usability of machine learning for production systemsApplied AI in Industrycompleted
2017BAUnderstanding Hot Rolling Processes using Machine LearningApplied AI in Industrycompleted
2017MAPath Planning for Industrial Robots based on Direct Sensory Input with Reinforcement Learning and Convolutional Neural NetworksApplied AI in Industrycompleted
2017MAUncertainty-aware Machine Learning Algorithms in Production Process ModellingApplied AI in Industrycompleted
2017BAUntersuchung von rekurrenten neuronalen Netzen zur prädiktiven Analyse von Sensorwerten in der ProduktionstechnikIndustrial Sensory Data Analyticscompleted
2017BAUntersuchung von rekurrenten neuronalen Netzen auf die Eignung zur Vorhersage der zeitlichen Entwicklung von Sensorwerten im Bereich des TiefziehensIndustrial Sensory Data Analyticscompleted
2017MAMachine Learning for Predictive Analysis of Production Process DataIndustrial Sensory Data Analyticscompleted
2017MAMachine Learning for Predictive Analysis of Sensor Time Series DataIndustrial Sensory Data Analyticscompleted
2017MAReinforcement-Learning Control-Agent für das Cart-Pole Swing-Up SzenarioTransparent and Interpretable AIcompleted
2017MAApplying External Knowledge Bases and User-assisted Semantic Modelling to Evolve a Semantic Knowledge GraphSemantic Data Managementcompleted
2017MAExtending Estimation of Parking Occupancy to Untracked City Areas using City Background InformationApplied AI in Industrycompleted
2017BAUsing Map Revealing for Exploring CitiesApplied AI in Industrycompleted