Thorsten Papenbrock

53 papers A* 1A 4B 8Misc 9Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 B conf
DendroTime: Progressive Hierarchical Clustering for Variable-Length Time Series.
EDBT
Sebastian Schmidl, Ferdinand Rewicki, Felix Naumann, Thorsten Papenbrock
2026 B conf
SPIND: Scalable Partial Inclusion Dependency Discovery.
EDBT
Jakob Leander Müller, Marcian Seeger, Thorsten Papenbrock
2025 Misc conf
DPQL: Applications for Holistic Data Profiling.
BTW
Marcian Seeger, Thorsten Papenbrock
2025 J jnl
Functional Localization Enforced Deep Anomaly Detection Using Fundus Images.
CoRR
Benedikt Ruhland, Thorsten Papenbrock, Jan-Peter Sowa, Ali Canbay, Nicole Eter, Bernd Freisleben, Dominik Heider
2025 B conf
ModelForge: A Metric Approach to Machine Learning Model Consolidation.
DSAA
Florian Siepe, Thomas Peter Prinz, Thorsten Papenbrock
2025 — conf
SYDAG: A Synthetic Dataset Generator for Data Integration.
GvDB
Anne Marschner, Thorsten Papenbrock
2025 J jnl
The virtual doctor prescribing the future: Diagnostics with interactive clinical decision support.
Comput. Biol. Medicine
Benedikt Ruhland, Johannes Wichmann, Dmitry Degtyar, Roman Martin, Leon Fehse, Jan Henric Klau, Thorsten Papenbrock, Jan-Peter Sowa, Ali Canbay, Bernd Freisleben, Michael Leyer, Dominik Heider
2024 — conf
Anomaly Detectors for Multivariate Time Series: The Proof of the Pudding is in the Eating.
ICDEW
Phillip Wenig, Sebastian Schmidl, Thorsten Papenbrock
2024 J jnl
AutoTSAD: Unsupervised Holistic Anomaly Detection for Time Series Data.
Proc. VLDB Endow.
Sebastian Schmidl, Felix Naumann, Thorsten Papenbrock
2024 J jnl
Discovering Functional Dependencies through Hitting Set Enumeration.
Proc. ACM Manag. Data
Tobias Bleifuß, Thorsten Papenbrock, Thomas Bläsius, Martin Schirneck, Felix Naumann
2024 B conf
Series2Graph++: Distributed Detection of Correlation Anomalies in Multivariate Time Series.
DaWaK
Phillip Wenig, Thorsten Papenbrock
2023 — conf
A Few Models to Rule Them All: Aggregating Machine Learning Models.
LWDA
Florian Siepe, Phillip Wenig, Thorsten Papenbrock
2023 — conf
Actix-Telepathy.
REBLS@SPLASH
Phillip Wenig, Thorsten Papenbrock
2023 J jnl
Correction to: Data dependencies for query optimization: a survey.
VLDB J.
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
2023 Misc conf
DPQL: The Data Profiling Query Language.
BTW
Marcian Seeger, Sebastian Schmidl, Alexander Vielhauer, Thorsten Papenbrock
2023 Misc conf
HYPEX: Hyperparameter Optimization in Time Series Anomaly Detection.
BTW
Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock
2022 J jnl
Anomaly Detection in Time Series: A Comprehensive Evaluation.
Proc. VLDB Endow.
Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock
2022 J jnl
Data dependencies for query optimization: a survey.
VLDB J.
Jan Kossmann, Thorsten Papenbrock, Felix Naumann
2022 B conf
DataGossip: A Data Exchange Extension for Distributed Machine Learning Algorithms.
EDBT
Phillip Wenig, Thorsten Papenbrock
2022 J jnl
Efficient distributed discovery of bidirectional order dependencies.
VLDB J.
Sebastian Schmidl, Thorsten Papenbrock
2022 J jnl
TimeEval: A Benchmarking Toolkit for Time Series Anomaly Detection Algorithms.
Proc. VLDB Endow.
Phillip Wenig, Sebastian Schmidl, Thorsten Papenbrock
2022 A conf
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization.
CIDR
Jan Kossmann, Felix Naumann, Daniel Lindner, Thorsten Papenbrock
2021 J jnl
Distributed detection of sequential anomalies in univariate time series.
VLDB J.
Johannes Schneider, Phillip Wenig, Thorsten Papenbrock
2021 J jnl
Front Matter.
Proc. VLDB Endow.
Hannes Mühleisen, Thorsten Papenbrock
2021 Misc conf
Optimized Theta-Join Processing.
BTW
Julian Weise, Sebastian Schmidl, Thorsten Papenbrock
2021 A* conf
Relational Header Discovery using Similarity Search in a Table Corpus.
ICDE
Hazar Harmouch, Thorsten Papenbrock, Felix Naumann
2020 J jnl
Efficient Discovery of Matching Dependencies.
ACM Trans. Database Syst.
Philipp Schirmer, Thorsten Papenbrock, Ioannis K. Koumarelas, Felix Naumann
2020 J jnl
Hitting Set Enumeration with Partial Information for Unique Column Combination Discovery.
Proc. VLDB Endow.
Johann Birnick, Thomas Bläsius, Tobias Friedrich, Felix Naumann, Thorsten Papenbrock, Martin Schirneck
2020 J jnl
MDedup: Duplicate Detection with Matching Dependencies.
Proc. VLDB Endow.
Ioannis K. Koumarelas, Thorsten Papenbrock, Felix Naumann
2019 — conf
An Actor Database System for Akka.
BTW (Workshops)
Sebastian Schmidl, Frederic Schneider, Thorsten Papenbrock
2019 Misc conf
Data Profiling - Effiziente Entdeckung Struktureller Abhängigkeiten.
BTW
Thorsten Papenbrock
2019 B conf
DynFD: Functional Dependency Discovery in Dynamic Datasets.
EDBT
Philipp Schirmer, Thorsten Papenbrock, Sebastian Kruse, Felix Naumann, Dennis Hempfing, Torben Mayer, Daniel Neuschäfer-Rube
2019 A conf
Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms.
CIKM
Falco Dürsch, Axel Stebner, Fabian Windheuser, Maxi Fischer, Tim Friedrich, Nils Strelow, Tobias Bleifuß, Hazar Harmouch, Lan Jiang, Thorsten Papenbrock, Felix Naumann
2018 — book
Data Profiling
Ziawasch Abedjan, Lukasz Golab, Felix Naumann, Thorsten Papenbrock
2017 Misc conf
A Hybrid Approach for Efficient Unique Column Combination Discovery.
BTW
Thorsten Papenbrock, Felix Naumann
2017 — ch.
Data Profiling - Effiziente Entdeckung Struktureller Abhängigkeiten.
Ausgezeichnete Informatikdissertationen
Thorsten Papenbrock
2017 — —
Data profiling - efficient discovery of dependencies (Profilerstellung für Daten - Effiziente Entdeckung von Abhängigkeiten)
Thorsten Papenbrock
2017 B conf
Data-driven Schema Normalization.
EDBT
Thorsten Papenbrock, Felix Naumann
2017 J jnl
Detecting Inclusion Dependencies on Very Many Tables.
ACM Trans. Database Syst.
Fabian Tschirschnitz, Thorsten Papenbrock, Felix Naumann
2017 Misc conf
Fast Approximate Discovery of Inclusion Dependencies.
BTW
Sebastian Kruse, Thorsten Papenbrock, Christian Dullweber, Moritz Finke, Manuel Hegner, Martin Zabel, Christian Zöllner, Felix Naumann
2016 — conf
A Hybrid Approach to Functional Dependency Discovery.
SIGMOD Conference
Thorsten Papenbrock, Felix Naumann
2016 A conf
Approximate Discovery of Functional Dependencies for Large Datasets.
CIKM
Tobias Bleifuß, Susanne Bülow, Johannes Frohnhofen, Julian Risch, Georg Wiese, Sebastian Kruse, Thorsten Papenbrock, Felix Naumann
2016 J jnl
Data Anamnesis: Admitting Raw Data into an Organization.
IEEE Data Eng. Bull.
Sebastian Kruse, Thorsten Papenbrock, Hazar Harmouch, Felix Naumann
2016 B conf
Holistic Data Profiling: Simultaneous Discovery of Various Metadata.
EDBT
Jens Ehrlich, Mandy Roick, Lukas Schulze, Jakob Zwiener, Thorsten Papenbrock, Felix Naumann
2016 — conf
RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets.
SIGMOD Conference
Sebastian Kruse, Anja Jentzsch, Thorsten Papenbrock, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
2015 J jnl
Data Profiling with Metanome.
Proc. VLDB Endow.
Thorsten Papenbrock, Tanja Bergmann, Moritz Finke, Jakob Zwiener, Felix Naumann
2015 J jnl
Divide & Conquer-based Inclusion Dependency Discovery.
Proc. VLDB Endow.
Thorsten Papenbrock, Sebastian Kruse, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann
2015 J jnl
Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms.
Proc. VLDB Endow.
Thorsten Papenbrock, Jens Ehrlich, Jannik Marten, Tommy Neubert, Jan-Peer Rudolph, Martin Schönberg, Jakob Zwiener, Felix Naumann
2015 J jnl
Progressive Duplicate Detection.
IEEE Trans. Knowl. Data Eng.
Thorsten Papenbrock, Arvid Heise, Felix Naumann
2015 Misc conf
Scaling Out the Discovery of Inclusion Dependencies.
BTW
Sebastian Kruse, Thorsten Papenbrock, Felix Naumann
2014 J jnl
Ein Datenbankkurs mit 6000 Teilnehmern - Erfahrungen auf der openHPI MOOC Plattform.
Inform. Spektrum
Felix Naumann, Maximilian Jenders, Thorsten Papenbrock
2013 Misc conf
Duplicate Detection on GPUs.
BTW
Benedikt Forchhammer, Thorsten Papenbrock, Thomas Stening, Sven Viehmeier, Uwe Draisbach, Felix Naumann
2011 A conf
Black swan: augmenting statistics with event data.
CIKM
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