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ORCIDDustin Lange
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2020 – today
- 2021
[j8]Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt:
Automated Data Validation in Machine Learning Systems. IEEE Data Eng. Bull. 44(1): 51-65 (2021)
2010 – 2019
- 2019
- [j7]Felix Bießmann, Tammo Rukat, Philipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas:
DataWig: Missing Value Imputation for Tables. J. Mach. Learn. Res. 20: 175:1-175:6 (2019) - [c8]Sebastian Schelter, Stefan Grafberger
, Philipp Schmidt, Tammo Rukat, Mario Kießling, Andrey Taptunov, Felix Bießmann, Dustin Lange:
Differential Data Quality Verification on Partitioned Data. ICDE 2019: 1940-1945 - [c7]Sebastian Schelter, Felix Bießmann, Dustin Lange, Tammo Rukat, Philipp Schmidt, Stephan Seufert, Pierre Brunelle, Andrey Taptunov:
Unit Testing Data with Deequ. SIGMOD Conference 2019: 1993-1996 - 2018
- [j6]Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Bießmann, Andreas Grafberger:
Automating Large-Scale Data Quality Verification. Proc. VLDB Endow. 11(12): 1781-1794 (2018) - [c6]Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange:
"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data. CIKM 2018: 2017-2025 - 2017
- [j5]Joos-Hendrik Boese, Valentin Flunkert, Jan Gasthaus, Tim Januschowski, Dustin Lange, David Salinas, Sebastian Schelter, Matthias W. Seeger, Bernie Wang:
Probabilistic Demand Forecasting at Scale. Proc. VLDB Endow. 10(12): 1694-1705 (2017) - [i1]Tammo Rukat, Dustin Lange, Cédric Archambeau:
An interpretable latent variable model for attribute applicability in the Amazon catalogue. CoRR abs/1712.00126 (2017) - 2014
- [j4]Tobias Vogel, Arvid Heise, Uwe Draisbach, Dustin Lange, Felix Naumann:
Reach for gold: An annealing standard to evaluate duplicate detection results. ACM J. Data Inf. Qual. 5(1-2): 5:1-5:25 (2014) - 2013
- [b1]Dustin Lange:
Effective and efficient similarity search in databases. University of Potsdam, 2013, pp. 1-107 - [j3]Dustin Lange, Felix Naumann:
Cost-aware query planning for similarity search. Inf. Syst. 38(4): 455-469 (2013) - [j2]Daniel Rinser, Dustin Lange, Felix Naumann:
Cross-lingual entity matching and infobox alignment in Wikipedia. Inf. Syst. 38(6): 887-907 (2013) - [c5]Dustin Lange, Felix Naumann:
Bulk sorted access for efficient top-k retrieval. SSDBM 2013: 39:1-39:4 - 2012
- [c4]Dandy Fenz, Dustin Lange, Astrid Rheinländer, Felix Naumann, Ulf Leser:
Efficient Similarity Search in Very Large String Sets. SSDBM 2012: 262-279 - 2011
- [j1]Dustin Lange, Tobias Vogel, Uwe Draisbach, Felix Naumann:
Projektseminar "Similarity Search Algorithms". Datenbank-Spektrum 11(1): 51-57 (2011) - [c3]Dustin Lange, Felix Naumann:
Frequency-aware similarity measures: why Arnold Schwarzenegger is always a duplicate. CIKM 2011: 243-248 - [c2]Dustin Lange, Felix Naumann:
Efficient similarity search: arbitrary similarity measures, arbitrary composition. CIKM 2011: 1679-1688 - 2010
- [c1]Dustin Lange, Christoph Böhm, Felix Naumann:
Extracting structured information from Wikipedia articles to populate infoboxes. CIKM 2010: 1661-1664
Coauthor Index
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