Open Thesis

1- Will pre-indexing improve the deep code search?

2- Quality-driven union table search [MSc]

3- Meta-learning fair ML pipeline components [MSc]

4- A unified data representation for few-shot learning [MSc]

5- Predict research trends in data science based on arXiv repository [MSc]

6- Column Splitter with Record-Matching [B.Sc.]

Ongoing Thesis

• Effectively Sampling Validation Sets (B.Sc.)
  • Mohamed Mahdi Kanoun

• ML Validation Set Mining (B.Sc.)
  • Johannes Waldeck

• Validation Set Selection in Machine Learning (B.Sc.)
  • Achraf Bahloul   

• Extracting unbiased text from large text corpora (M.Sc.)
  • Christoph Becker   

• Investigating and improving variable names in data science projects with data mining (M.Sc.)
  • Huu Kim Nguyen   

• Leveraging Semi-Structured Web Pages for Semantic Information (M.Sc.)
  • Fabian Johannsen

Finished Thesis

2022

• Deklarative sukzessive Halbierung (M.Sc.)
  • Ramzi Mezlini

• Performance Benchmarking of Database MAnagement Systems (B.Sc.)
  • Erik Schriefer
  
  
• Improving Label Propagation in the Data Cleaning System Raha (B.Sc.)
  
  • Maximilian Siebenthaler

• Declarative successive halving (M.Sc.)
  • Pinliang Li

• Embedding Data Transformations in AutoML (B.Sc.)
  • Henrik Tipp

• Opinion mining in social media data based on neural networks to predict bitcoin prices (B.Sc.)
  • Marc Speckmann

• Analysing the Influence of social media Influencers on the Bitcoin Price (B.Sc.)
  • Omar Allouni

• Analyzing the relation between social media and Bitcoin’s price variation (B.Sc.)
  • Ahmed Malek Ghanmi
  
  
• From mining Naming Conventions in Data Science Projects to suggesting Variable Names (M.Sc.)
  • Philip Ossenkopp
  
  
• Scalable Error Detection (B.Sc.)
  • Faical Aridal
  
  
• Feature Analysis for Agglomerative Clustering (B.Sc.)
  • Malte Fabian Kuhlmann

• Detecting table headers in heterogeneous tables (B. Sc.)
  • Daniel Ritter

2021

• Instrumentierung von Datenreinigung mit AutoML (B.Sc.)
  • Yazan Alkhatib

• Mining social media to discover the factors that affect bitcoin price (B.Sc.)
  • Jonathan Friebe

• Multi-attribute join search with map-reduce (B.Sc.)
  • Justin Zheng

• Efficient join discovery from large data lakes (B.Sc.)
  • Akram Chorfi

• Multi-attribute join search with map-reduce (B.Sc.)
  • Meike Liedtke

• Interleaving Data Cleaning and AutoML (B.Sc.)
  • Jingwen Ye