Thorsten Papenbrock

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 35

Top Topics

Query Optimization

Machine Learning

Inclusion Dependencies

Join Processing

Top Venues

Proc. VLDB Endow.

Publications

Tobias Bleifuß, Thorsten Papenbrock, Thomas Bläsius, Martin Schirneck, Felix Naumann
Discovering Functional Dependencies through Hitting Set Enumeration. Proc. ACM Manag. Data 2 (1) (2024)
Phillip Wenig, Thorsten Papenbrock
Series2Graph++: Distributed Detection of Correlation Anomalies in Multivariate Time Series. DaWaK (2024)
Phillip Wenig, Sebastian Schmidl, Thorsten Papenbrock
Anomaly Detectors for Multivariate Time Series: The Proof of the Pudding is in the Eating. ICDEW (2024)
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
Correction to: Data dependencies for query optimization: a survey. VLDB J. 32 (2) (2023)
Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock
HYPEX: Hyperparameter Optimization in Time Series Anomaly Detection. BTW (2023)
Phillip Wenig, Thorsten Papenbrock
Actix-Telepathy. REBLS@SPLASH (2023)
Marcian Seeger, Sebastian Schmidl, Alexander Vielhauer, Thorsten Papenbrock
DPQL: The Data Profiling Query Language. BTW (2023)
Florian Siepe, Phillip Wenig, Thorsten Papenbrock
A Few Models to Rule Them All: Aggregating Machine Learning Models. LWDA (2023)
Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock
Anomaly Detection in Time Series: A Comprehensive Evaluation. Proc. VLDB Endow. 15 (9) (2022)
Jan Kossmann, Felix Naumann, Daniel Lindner, Thorsten Papenbrock
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization. CIDR (2022)
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
Data dependencies for query optimization: a survey. VLDB J. 31 (1) (2022)
Sebastian Schmidl, Thorsten Papenbrock
Efficient distributed discovery of bidirectional order dependencies. VLDB J. 31 (1) (2022)
Phillip Wenig, Thorsten Papenbrock
DataGossip: A Data Exchange Extension for Distributed Machine Learning Algorithms. EDBT (2022)
Phillip Wenig, Sebastian Schmidl, Thorsten Papenbrock
TimeEval: A Benchmarking Toolkit for Time Series Anomaly Detection Algorithms. Proc. VLDB Endow. 15 (12) (2022)
Hazar Harmouch, Thorsten Papenbrock, Felix Naumann
Relational Header Discovery using Similarity Search in a Table Corpus. ICDE (2021)
Julian Weise, Sebastian Schmidl, Thorsten Papenbrock
Optimized Theta-Join Processing. BTW (2021)
Johannes Schneider, Phillip Wenig, Thorsten Papenbrock
Distributed detection of sequential anomalies in univariate time series. VLDB J. 30 (4) (2021)
Hannes Mühleisen, Thorsten Papenbrock
Front Matter. Proc. VLDB Endow. 14 (6) (2021)
Philipp Schirmer, Thorsten Papenbrock, Ioannis K. Koumarelas, Felix Naumann
Efficient Discovery of Matching Dependencies. ACM Trans. Database Syst. 45 (3) (2020)
Ioannis K. Koumarelas, Thorsten Papenbrock, Felix Naumann
MDedup: Duplicate Detection with Matching Dependencies. Proc. VLDB Endow. 13 (5) (2020)
Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, Martin Schirneck
Hitting Set Enumeration with Partial Information for Unique Column Combination Discovery. Proc. VLDB Endow. 13 (11) (2020)
Philipp Schirmer, Thorsten Papenbrock, Sebastian Kruse, Felix Naumann, Dennis Hempfing, Torben Mayer, Daniel Neuschäfer-Rube
DynFD: Functional Dependency Discovery in Dynamic Datasets. EDBT (2019)
Falco Dürsch, Axel Stebner, Fabian Windheuser, Maxi Fischer, Tim Friedrich, Nils Strelow, Tobias Bleifuß, Hazar Harmouch, Lan Jiang, Thorsten Papenbrock, Felix Naumann
Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms. CIKM (2019)
Thorsten Papenbrock
Data Profiling - Effiziente Entdeckung Struktureller Abhängigkeiten. BTW (2019)
Sebastian Schmidl, Frederic Schneider, Thorsten Papenbrock
An Actor Database System for Akka. BTW (Workshops) (2019)
Sebastian Kruse, Thorsten Papenbrock, Christian Dullweber, Moritz Finke, Manuel Hegner, Martin Zabel, Christian Zöllner, Felix Naumann
Fast Approximate Discovery of Inclusion Dependencies. BTW (2017)
Thorsten Papenbrock
Data Profiling - Effiziente Entdeckung Struktureller Abhängigkeiten. Ausgezeichnete Informatikdissertationen (2017)
Thorsten Papenbrock, Felix Naumann
Data-driven Schema Normalization. EDBT (2017)
Fabian Tschirschnitz, Thorsten Papenbrock, Felix Naumann
Detecting Inclusion Dependencies on Very Many Tables. ACM Trans. Database Syst. 42 (3) (2017)
Thorsten Papenbrock, Felix Naumann
A Hybrid Approach for Efficient Unique Column Combination Discovery. BTW (2017)
Tobias Bleifuß, Susanne Bülow, Johannes Frohnhofen, Julian Risch, Georg Wiese, Sebastian Kruse, Thorsten Papenbrock, Felix Naumann
Approximate Discovery of Functional Dependencies for Large Datasets. CIKM (2016)
Jens Ehrlich, Mandy Roick, Lukas Schulze, Jakob Zwiener, Thorsten Papenbrock, Felix Naumann
Holistic Data Profiling: Simultaneous Discovery of Various Metadata. EDBT (2016)
Thorsten Papenbrock, Felix Naumann
A Hybrid Approach to Functional Dependency Discovery. SIGMOD Conference (2016)
Sebastian Kruse, Anja Jentzsch, Thorsten Papenbrock, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets. SIGMOD Conference (2016)
Sebastian Kruse, Thorsten Papenbrock, Hazar Harmouch, Felix Naumann
Data Anamnesis: Admitting Raw Data into an Organization. IEEE Data Eng. Bull. 39 (2) (2016)
Thorsten Papenbrock, Arvid Heise, Felix Naumann
Progressive Duplicate Detection. IEEE Trans. Knowl. Data Eng. 27 (5) (2015)
Thorsten Papenbrock, Jens Ehrlich, Jannik Marten, Tommy Neubert, Jan-Peer Rudolph, Martin Schönberg, Jakob Zwiener, Felix Naumann
Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms. Proc. VLDB Endow. 8 (10) (2015)
Sebastian Kruse, Thorsten Papenbrock, Felix Naumann
Scaling Out the Discovery of Inclusion Dependencies. BTW (2015)
Thorsten Papenbrock, Sebastian Kruse, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
Divide & Conquer-based Inclusion Dependency Discovery. Proc. VLDB Endow. 8 (7) (2015)
Thorsten Papenbrock, Tanja Bergmann, Moritz Finke, Jakob Zwiener, Felix Naumann
Data Profiling with Metanome. Proc. VLDB Endow. 8 (12) (2015)
Felix Naumann, Maximilian Jenders, Thorsten Papenbrock
Ein Datenbankkurs mit 6000 Teilnehmern - Erfahrungen auf der openHPI MOOC Plattform. Inform. Spektrum 37 (4) (2014)
Benedikt Forchhammer, Thorsten Papenbrock, Thomas Stening, Sven Viehmeier, Uwe Draisbach, Felix Naumann
Duplicate Detection on GPUs. BTW (2013)
Johannes Lorey, Felix Naumann, Benedikt Forchhammer, Andrina Mascher, Peter Retzlaff, Armin Zamani Farahani, Soeren Discher, Cindy Faehnrich, Stefan Lemme, Thorsten Papenbrock, Robert Christoph Peschel, Stephan Richter, Thomas Stening, Sven Viehmeier
Black swan: augmenting statistics with event data. CIKM (2011)