Publications (5)
The Lowell Database Research Self Assessment
Serge Abiteboul, Rakesh Agrawal, Phil Bernstein +26
A group of senior database researchers gathers every few years to assess the state of database research and to point out problem areas that deserve additional focus. This report su…
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe
Alessandro Checco, Gianluca Demartini, Alexander Loeser +7
A core business in the fashion industry is the understanding and prediction of customer needs and trends. Search engines and social networks are at the same time a fundamental brid…
80 New Packages to Mine Database Query Logs
Thibault Sellam, Martin Kersten
The query log of a DBMS is a powerful resource. It enables many practical applications, including query optimization and user experience enhancement. And yet, mining SQL queries is…
Fast in-database cross-matching of high-cadence, high-density source lists with an up-to-date sky model
Bart Scheers, Steven Bloemen, Hannes Mühleisen +4
Coming high-cadence wide-field optical telescopes will image hundreds of thousands of sources per minute. Besides inspecting the near real-time data streams for transient and varia…
IDEL: In-Database Entity Linking with Neural Embeddings
Torsten Kilias, Alexander Löser, Felix A. Gers +3
We present a novel architecture, In-Database Entity Linking (IDEL), in which we integrate the analytics-optimized RDBMS MonetDB with neural text mining abilities. Our system design…