Dustin Lange

18 papers A* 1A 4B 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Automated Data Validation in Machine Learning Systems.
IEEE Data Eng. Bull.
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
2019 J jnl
DataWig: Missing Value Imputation for Tables.
J. Mach. Learn. Res.
Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas
2019 A* conf
Differential Data Quality Verification on Partitioned Data.
ICDE
Sebastian Schelter, Stefan Grafberger, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange
2019 — conf
Unit Testing Data with Deequ.
SIGMOD Conference
Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov
2018 A conf
"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data.
CIKM
Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange
2018 J jnl
Automating Large-Scale Data Quality Verification.
Proc. VLDB Endow.
Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger
2017 J jnl
An interpretable latent variable model for attribute applicability in the Amazon catalogue.
CoRR
Tammo Rukat, Dustin Lange, Cédric Archambeau
2017 J jnl
Probabilistic Demand Forecasting at Scale.
Proc. VLDB Endow.
Joos-Hendrik Boese, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Dustin Lange, David Salinas, Sebastian Schelter, Matthias W. Seeger, Bernie Wang
2014 J jnl
Reach for gold: An annealing standard to evaluate duplicate detection results.
ACM J. Data Inf. Qual.
Tobias Vogel, Arvid Heise, Uwe Draisbach, Dustin Lange, Felix Naumann
2013 B conf
Bulk sorted access for efficient top-k retrieval.
SSDBM
Dustin Lange, Felix Naumann
2013 J jnl
Cost-aware query planning for similarity search.
Inf. Syst.
Dustin Lange, Felix Naumann
2013 J jnl
Cross-lingual entity matching and infobox alignment in Wikipedia.
Inf. Syst.
Daniel Rinser, Dustin Lange, Felix Naumann
2013 — —
Effective and efficient similarity search in databases.
Dustin Lange
2012 B conf
Efficient Similarity Search in Very Large String Sets.
SSDBM
Dandy Fenz, Dustin Lange, Astrid Rheinländer, Felix Naumann, Ulf Leser
2011 A conf
Efficient similarity search: arbitrary similarity measures, arbitrary composition.
CIKM
Dustin Lange, Felix Naumann
2011 A conf
Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate.
CIKM
Dustin Lange, Felix Naumann
2011 J jnl
Projektseminar "Similarity Search Algorithms".
Datenbank-Spektrum
Dustin Lange, Tobias Vogel, Uwe Draisbach, Felix Naumann
2010 A conf
Extracting structured information from Wikipedia articles to populate infoboxes.
CIKM
Dustin Lange, Christoph Böhm, Felix Naumann