The INtelligent Data Engineering Lab is part of the Informatics Institute of the University of Amsterdam. It investigates intelligent systems that support people in their work with data and information from diverse sources. This includes addressing problems related to the preparation, management, integration and reuse of data.
We perform both applied and fundamental research informed by empirical insights into data science practice. Recent topics of interest include: data management for machine learning, data search, data provenance, information integration, automated knowledge base / knowledge graph construction, and data semantics.
news
Mar 25, 2025 | We’re happy to be at EDBT this week. Hazar has a paper on improving ML accuracy with data cleaning. Zeyu is presenting at the next gen data management systems event, attending the PhD Symposium and is presenting his paper on cross-dataset entity matching with LLMs. Say hi! |
Mar 20, 2025 | Our 5 year participation in the NWO IN-SIGHT.it project which explored how to make the hidden visible in standards-making and governance wrapped up with a fantastic event. |
Mar 19, 2025 | We hosted a plenary meeting for the ENEXA project here in Amsterdam. |
Mar 18, 2025 | Hazar has a new paper out in the Information Systems Journal on the effects of data quality on machine learning performance on tabular data together with colleagues at HPI. |
Mar 13, 2025 | Paul is giving a keynote at the UKB networking afternoon on AI & university libraries. |
Mar 10, 2025 | We have an opening for a PhD position studying concept drift in sensor-rich environments. Closing date: April 13. |
Feb 27, 2025 | INDElab is at the ELLIS workshop on Representation Learning and Generative Models for Structured Data! Effy will give a presentation on her research about the efficient use of LLMs for data preparation. Teresa, Pengyu and Zeyu are presenting their accepted abstracts during the posters session. Say hello! |
Feb 21, 2025 | Paul was on the UC Berkeley Data Science Education podcast. |