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Fabian Panse

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2020 – today

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2025
[c19]
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Jan-Eric Hellenberg, Fabian Mahling, Lukas Laskowski, Felix Naumann, Matteo Paganelli, Fabian Panse:
PRISMA: A Privacy-Preserving Schema Matcher using Functional Dependencies. EDBT 2025: 297-309
2024
[c18]
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Mazhar Hameed, Gerardo Vitagliano, Fabian Panse, Felix Naumann:
TASHEEH: Repairing Row-Structure in Raw CSV Files. EDBT 2024: 426-439
[c17]
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Felix Kiehn, Mareike Schmidt, Fabian Panse:
Constraint Management and Data Placement in the Context of Polyglot Persistence. GvDB 2024: 9-15
[i5]
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  - journals/corr/abs-2405-20959
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Maria F. Davila R., Sven Groen, Fabian Panse, Wolfram Wingerath:
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities. CoRR abs/2405.20959 (2024)
[i4]
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Walid Maalej, Volodymyr Biryuk, Jialiang Wei, Fabian Panse:
On the Automated Processing of User Feedback. CoRR abs/2407.15519 (2024)
2023
[j7]
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Benjamin Wollmer, Wolfram Wingerath, Sophie Ferrlein, Fabian Panse, Felix Gessert, Norbert Ritter:
The Case for Cross-entity Delta Encoding in Web Compression (Extended). J. Web Eng. 22(1): 131-146 (2023)
[c16]
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Benjamin Wollmer, Wolfram Wingerath, Felix Gessert, Florian Bücklers, Hannes Kuhlmann, Erik Witt, Fabian Panse, Norbert Ritter:
Using the Client Cache for Content Encoding: Shared Dictionary Compression for the Web. SummerSOC 2023: 45-55
[i3]
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  - journals/corr/abs-2312-17324
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Fabian Panse, Wolfram Wingerath, Benjamin Wollmer:
Towards Scalable Generation of Realistic Test Data for Duplicate Detection. CoRR abs/2312.17324 (2023)
2022
[j6]
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Martin Graf, Lukas Laskowski, Florian Papsdorf, Florian Sold, Roland Gremmelspacher, Felix Naumann, Fabian Panse:
Frost: A Platform for Benchmarking and Exploring Data Matching Results. Proc. VLDB Endow. 15(12): 3292-3305 (2022)
[j5]
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Wolfram Wingerath, Benjamin Wollmer, Markus Bestehorn, Stephan Succo, Sophie Ferrlein, Florian Bücklers, Jörn Domnik, Fabian Panse, Erik Witt, Anil Sener, Felix Gessert, Norbert Ritter:
Beaconnect: Continuous Web Performance A/B Testing at Scale. Proc. VLDB Endow. 15(12): 3425-3431 (2022)
[j4]
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Felix Kiehn, Mareike Schmidt, Daniel Glake, Fabian Panse, Wolfram Wingerath, Benjamin Wollmer, Martin Poppinga, Norbert Ritter:
Polyglot Data Management: State of the Art & Open Challenges. Proc. VLDB Endow. 15(12): 3750-3753 (2022)
[c15]
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  - conf/bigdataconf/GlakeSKPLCR22
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Daniel Glake, Mareike Schmidt, Felix Kiehn, Fabian Panse, Ulfia Lenfers, Thomas Clemen, Norbert Ritter:
Operator Placement for Spatio-temporal Tasks. IEEE Big Data 2022: 281-290
[c14]
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Daniel Glake, Fabian Panse, Ulfia Lenfers, Thomas Clemen, Norbert Ritter:
Spatio-temporal Trajectory Learning using Simulation Systems. CIKM 2022: 592-602
[c13]
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Fabian Panse, Meike Klettke, Johannes Schildgen, Wolfram Wingerath:
Similarity-driven Schema Transformation for Test Data Generation. EDBT 2022: 2:408-2:413
[c12]
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Benjamin Wollmer, Wolfram Wingerath, Sophie Ferrlein, Fabian Panse, Felix Gessert, Norbert Ritter:
The Case for Cross-Entity Delta Encoding in Web Compression. ICWE 2022: 177-185
[i2]
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  - journals/corr/abs-2204-05779
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Daniel Glake, Felix Kiehn, Mareike Schmidt, Fabian Panse, Norbert Ritter:
Towards Polyglot Data Stores - Overview and Open Research Questions. CoRR abs/2204.05779 (2022)
2021
[c11]
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Daniel Glake, Fabian Panse, Norbert Ritter, Thomas Clemen, Ulfia Lenfers:
Data Management in Multi-Agent Simulation Systems. BTW 2021: 423-436
[c10]
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Fabian Panse, André Düjon, Wolfram Wingerath, Benjamin Wollmer:
Generating Realistic Test Datasets for Duplicate Detection at Scale Using Historical Voter Data. EDBT 2021: 570-581
[c9]
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Fabian Panse, Felix Naumann:
Evaluation of Duplicate Detection Algorithms: From Quality Measures to Test Data Generation. ICDE 2021: 2373-2376
[i1]
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  - journals/corr/abs-2107-10590
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Martin Graf, Lukas Laskowski, Florian Papsdorf, Florian Sold, Roland Gremmelspacher, Felix Naumann, Fabian Panse:
Frost: Benchmarking and Exploring Data Matching Results. CoRR abs/2107.10590 (2021)
2020
[j3]
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  - journals/tbd/HildebrandtPWR20
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Kai Hildebrandt, Fabian Panse, Niklas Wilcke, Norbert Ritter:
Large-Scale Data Pollution with Apache Spark. IEEE Trans. Big Data 6(2): 396-411 (2020)

2010 – 2019

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2019
[c8]
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Julius Weyl, Ulfia A. Lenfers, Thomas Clemen, Daniel Glake, Fabian Panse, Norbert Ritter:
Large-scale traffic simulation for smart city planning with mars. SummerSim 2019: 2:1-2:12
2015
[b1]
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  - phd/dnb/Panse15
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Fabian Panse:
Duplicate Detection in Probabilistic Relational Databases. University of Hamburg, 2015
2013
[j2]
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Fabian Panse, Maurice van Keulen, Norbert Ritter:
Indeterministic Handling of Uncertain Decisions in Deduplication. ACM J. Data Inf. Qual. 4(2): 9:1-9:25 (2013)
2012
[c7]
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Fabian Panse, Wolfram Wingerath, Steffen Friedrich, Norbert Ritter:
Key-based Blocking of Duplicates in Entity-Independent Probabilistic Data. ICIQ 2012: 278-296
[c6]
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Fabian Panse, Norbert Ritter:
Evaluating Indeterministic Duplicate Detection Results. SUM 2012: 433-446
2011
[c5]
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Fabian Panse, Norbert Ritter:
Incorporating Domain Knowledge and User Expertise in Probabilistic Tuple Merging. SUM 2011: 289-302
2010
[j1]
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  - journals/isi/PanseR10
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Fabian Panse, Norbert Ritter:
Relational data completeness in the presence of maybe-tuples. Ingénierie des Systèmes d Inf. 15(6): 85-104 (2010)
[c4]
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Fabian Panse, Maurice van Keulen, Ander de Keijzer, Norbert Ritter:
Duplicate detection in probabilistic data. ICDE Workshops 2010: 179-182
[c3]
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Fabian Panse, Norbert Ritter:
Tuple Merging in Probabilistic Databases. MUD 2010: 113-127

2000 – 2009

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2009
[c2]
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Fabian Panse, Norbert Ritter:
Completeness in Databases with Maybe-Tuples. ER Workshops 2009: 202-211
[c1]
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Fabian Panse:
Datenunvollständigkeit aufgrund der mangelnden Modellierungsmächtigkeit aktuell dominierender Datenmodelle. Grundlagen von Datenbanken 2009: 123-127

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