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
Jul 25, 2024 |
We have a new publication out entitled How different is different? Systematically identifying distribution shifts and their impacts in NER datasets in the Journal of Language Resources an Evaluation. Congrats Effy who was leading the project ![]() |
Jul 17, 2024 | We are hiring! Postdocs in the broad area of AI and data management focused on the retail domain. This is an open call until the positions are filled. |
Jul 11, 2024 | We are hiring! A PhD student in knowledge engineering focused on AI and domain expert workflows for scholarly application. Due date: August 12. |
Jul 9, 2024 |
Congrats to Stefan for having a workshop paper entitled Instrumentation and Analysis of Native ML Pipelines via Logical Query Plans accepted at the VLDB 2024 PhD workshop ![]() |
Jul 8, 2024 |
Congrats to Victoria, Erkan and collaborators from the University of Groningen and Vitens who had a paper entitled DiTEC: Digital Twin for Evolutionary Changes in Water Distribution Networks accepted at the ISoLA 2024 conference ![]() |
Jul 5, 2024 |
Congrats to Pengyu who had a paper entitled “TIGER: Temporally Improved Graph Entity Linker” accepted at ECAI 2024 conference ![]() |
Jun 18, 2024 |
Congrats to Danru and collaborators for having a workshop paper entitled A Sparsity Principle for Partially Observable Causal Representation Learning accepted at the 9th Causal Inference Workshop as part of UAI conference ![]() |
Jun 9, 2024 | We’re at SIGMOD this week! Stefan and Effy are presenting at the Data Management for End-to-End Machine Learning (DEEM) workshop. Effy on data wrangling with LLMs using code generation and Stefan on improving ML data preparation code. Daphne is organizing and presenting at the DataEd workshop. Hazar will attend as well. Say hello! |