Thesis Projects Supervised by Selin Coban

Current thesis projects (2)

Completed thesis projects (26)

2026 (1)

  • An LLM-based Assistant for Reviewing ML Prototypes
    Master

    • 2025 (2)

    • Understanding Knowledge Reuse in ML Solution Prototyping: A Qualitative Study
      Master
    • Classifying Recommender System Approaches in Software Engineering
      Master

      • 2024 (3)

      • Generation of Experiment Workflow Models from Juypter Notebooks
        Master
      • Improving Visualization and User Interaction in Histree
        Bachelor
      • Quantitative and Qualitative Evaluation of a Jupyter Cell Recommender System
        Bachelor

        • 2023 (11)

        • An Assistive Tool to Convert Jupyter Notebook to Structured Repository
          Master
        • Modelling Software Development Processes of Machine Learning Systems
          Master
        • Tool-Based Discovery of Machine Learning Software Development Processes
          Master
        • A User-Friendly Jupyter Lab Extension for Cell Recommendation
          Bachelor
        • A Knowledge Base for SE4ML
          Bachelor
        • Energy Systems - Use Cases and Digital Twins
          Master
          • Id: 2023-021
          • Student: Narmeen Falak
          • Supervisor: Selin Coban
          • Research project: 
        • Metrics for evaluating Quality of large Scale Forecasts in the Energy Sector
          Master
          • Id: 2023-015
          • Student: Carl Guillaume
          • Supervisor: Selin Coban
        • Experiment History Tracking for Jupyter Notebooks
          Master
        • Automated Activity Based Labeling of Jupyter Notebook Cells
          Bachelor
        • Reuse Concepts for Jupyter Notebooks
          Master
        • A consistent evaluation approach for ML models
          Master

          • 2022 (3)

          • A Catalogue of Antipatterns for Machine Learning Systems
            Master
          • Towards Jupyter Notebook to Structured Code Repository Conversion
            Master
          • A Blueprint for an Industrial Smart Building Platform
            Bachelor

            • 2021 (6)

            • Developing a DSL-based Load Generator for Timeseries Processing Systems
              Bachelor
              • Id: 2021-017
              • Student: David Kierdorf
              • Supervisor: Selin Coban
            • Modelling and Exploration of Event-Driven Architectures
              Bachelor
              • Id: 2021-016
              • Student: Sara Prifti
              • Supervisor: Selin Coban
            • Cloud-Native Benchmarking of Geospatial Time Series Array Storages for System Optimized Efficient Data Retrieval and Extractions
              Master
            • A framework for integration of real-time anomaly detection algorithms in timeseries streaming
              Master
              • Id: 2021-009
              • Student: Chunxia Yang
              • Supervisor: Selin Coban
            • A framework for real time IOT stream processing with a large number of sensor specific data pipelines
              Bachelor
              • Id: 2021-008
              • Student: Phillip Kemper
              • Supervisor: Selin Coban
            • Analyzing Distributed Systems using Tracing and Process Mining
              Master

              • Note: This list may be incomplete as our dataset does not cover the complete history of the research group.