Invited Talk: George Fletcher, TU Eindhoven

A Preview of AvantGraph: A New Main-Memory Property Graph Analytics Engine

Program

Schedule at a Glance

Session 1 (10:00-11:10)

1. Invited Talk: Approximate Filters: Bloom or Cuckoo?
   Peter Boncz, CWI
2. Executable first-order queries in the logic of information flows
   Heba Aamer (abstract)
3. DuckDB - the SQLite for Analytics
   Mark Raasveldt (abstract)

Session 2 (11:30-12:30)

1. A Parallel and Distributed Approach for Diversified Top-k Best Region Search
   Hamid Shahrivari (abstract)
2. Connecting Databases and Ontologies: A Data Quality Perspective
   Horacio Tellez Perez and Jef Wijsen (abstract)
3. Pattern Functional Dependencies for Data Cleaning
   Abdulhakim Qahtan (abstract)

Session 3 (13:30-14:30)

1. Deepsleep: Deep Learning for Automatic Sleep Scoring
   Chreyasi Pathak, Christin Seifert and Michel van Putten (abstract)
2. Counterfactual Policy Learning for Recommendation
   Olivier Jeunen, David Rohde and Flavian Vasile (abstract)
3. A cost-based ratio scale for data FAIRness
   Yoram Timmerman, Antoon Bronselaer, Filip Pattyn (abstract)

Session 4 (15:00-16:00)

• Enhancing Sequential Pattern Mining Explainability with Markov chain Probabilities
  Stefan Bloemheuvel (abstract)
• A Two-Step Approach for Aspect-Based Sentiment Analysis Using Context-Dependent Word Embeddings
  Daan Wassenberg, Maria Mihaela Trusca, and Flavius Frasincar (abstract)
• A Novel Schema Matching Approach Based on Relational Embeddings
  Christos Koutras, Asterios Katsifodimos, and Christoph Lofi (abstract)

Poster Session (16:00-17:30, also includes regular presentations above as posters)

• Data-Centric Treatment of Bias for Fair Decision Support Systems
  Agathe Balayn, Christoph Lofi (abstract)
• Worst-case optimal joins on modern hardware
  Richard Gankema (abstract)
• Synthesizing Database Engines
  Tim Gubner, Peter Boncz. (abstract)
• Achieving Compressed Execution with White-box Compression
  Diego Tome Peter Boncz
• Planning Regular Data Path Queries
  Thomas Mulder (abstract)
• Scalable temporal clique enumeration
  Kaijie Zhu (abstract)
• The Di-Plast Data Science Toolkit – Enabling a Smart Data-Driven Digital Circular Economy for the Plastics Industry
  Jurgen van den Hoogen (abstract)