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Stefan Hagedorn

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affiliation: TU Ilmenau, Department of Computer Science and Automation, Germany

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2020 – today

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2023
[c26]
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Eric Tröbs, Stefan Hagedorn, Kai-Uwe Sattler:
JPTest - Grading Data Science Exercises in Jupyter Made Short, Fast and Scalable. BTW 2023: 673-679
[c25]
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Steffen Kläbe, Stefan Hagedorn, Kai-Uwe Sattler:
Exploration of Approaches for In-Database ML. EDBT 2023: 311-323
2022
[c24]
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Steffen Kläbe, Robert DeSantis, Stefan Hagedorn, Kai-Uwe Sattler:
Accelerating Python UDFs in Vectorized Query Execution. CIDR 2022
2021
[c23]
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Steffen Kläbe, Stefan Hagedorn:
Applying Machine Learning Models to Scalable DataFrames with Grizzly. BTW 2021: 195-214
[c22]
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Stefan Hagedorn, Steffen Kläbe, Kai-Uwe Sattler:
Putting Pandas in a Box. CIDR 2021
[c21]
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Stefan Hagedorn, Steffen Kläbe, Kai-Uwe Sattler:
Conquering a Panda's weaker self - Fighting laziness with laziness. EDBT 2021: 670-673
2020
[b1]
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Stefan Hagedorn:
Efficient processing of large-scale spatio-temporal data. Technische Universität Ilmenau, Germany, TU Ilmenau 2020
[j3]
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  - journals/dpd/Al-SayehHS20
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Hani Al-Sayeh, Stefan Hagedorn, Kai-Uwe Sattler:
A gray-box modeling methodology for runtime prediction of Apache Spark jobs. Distributed Parallel Databases 38(4): 819-839 (2020)
[c20]
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Stefan Hagedorn:
When sweet and cute isn't enough anymore: Solving scalability issues in Python Pandas with Grizzly. CIDR 2020

2010 – 2019

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2019
[c19]
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Stefan Hagedorn, Kai-Uwe Sattler:
Peaks and the Influence of Weather, Traffic, and Events on Particulate Pollution. BTW (Workshops) 2019: 301-302
[c18]
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Stefan Hagedorn, Oliver Birli, Kai-Uwe Sattler:
Processing Large Raster and Vector Data in Apache Spark. BTW 2019: 551-554
2018
[c17]
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Stefan Hagedorn, Kai-Uwe Sattler:
Cost-Based Sharing and Recycling of (Intermediate) Results in Dataflow Programs. ADBIS 2018: 185-199
[c16]
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Stefan Hagedorn:
d.fence - Sicherer Fernzugriff auf Agrarsteuerungen mit Hilfe eines SSH-Reverse-Proxys mit grafischer Bedien- und Verwaltungsoberfläche. GIL Jahrestagung 2018: 91-94
2017
[c15]
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Stefan Hagedorn, Philipp Götze, Kai-Uwe Sattler:
The STARK Framework for Spatio-Temporal Data Analytics on Spark. BTW 2017: 123-142
[c14]
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Stefan Hagedorn, Philipp Götze, Kai-Uwe Sattler:
Big Spatial Data Processing Frameworks: Feature and Performance Evaluation. EDBT 2017: 490-493
[c13]
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Stefan Hagedorn, Timo Räth:
Efficient spatio-temporal event processing with STARK. EDBT 2017: 570-573
2016
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Stefan Hagedorn, Philipp Götze, Omran Saleh, Kai-Uwe Sattler:
Stream processing platforms for analyzing big dynamic data. it Inf. Technol. 58(4): 195-205 (2016)
[c12]
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Andreas Spitz, Johanna Geiß, Michael Gertz, Stefan Hagedorn, Kai-Uwe Sattler:
Refining imprecise spatio-temporal events: a network-based approach. GIR 2016: 5:1-5:10
[c11]
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Stefan Hagedorn, Kai-Uwe Sattler:
Piglet: Interactive and Platform Transparent Analytics for RDF & Dynamic Data. WWW (Companion Volume) 2016: 187-190
2015
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Omran Saleh, Stefan Hagedorn, Kai-Uwe Sattler:
Complex Event Processing on Linked Stream Data. Datenbank-Spektrum 15(2): 119-129 (2015)
[c10]
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Stefan Hagedorn, Kai-Uwe Sattler, Michael Gertz:
A Framework for Scalable Correlation of Spatio-temporal Event Data. BICOD 2015: 9-15
[c9]
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Stefan Hagedorn, Katja Hose, Kai-Uwe Sattler:
SPARQling Pig - Processing Linked Data with Pig Latin. BTW 2015: 279-298
[c8]
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Stefan Hagedorn, Kai-Uwe Sattler, Michael Gertz:
Large-scale Analysis of Event Data. GvD 2015: 90-95
2014
[c7]
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Stefan Hagedorn, Kai-Uwe Sattler:
LODHub - A platform for sharing and integrated processing of linked open data. ICDE Workshops 2014: 260-262
[c6]
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Stefan Hagedorn, Katja Hose, Kai-Uwe Sattler, Jürgen Umbrich:
Resource Planning for SPARQL Query Execution on Data Sharing Platforms. COLD 2014
[c5]
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Stefan Hagedorn, Kai-Uwe Sattler:
LODHub - A Platform for Sharing and Analyzing large-scale Linked Open Data. ISWC (Posters & Demos) 2014: 181-184
2013
[c4]
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Felix Beier, Stephan Baumann, Heiko Betz, Stefan Hagedorn, Timo Wagner:
Gesture-Based Navigation in Graph Databases - The Kevin Bacon Game. BTW 2013: 511-514
[c3]
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Stefan Hagedorn, Kai-Uwe Sattler:
Discovery querying in linked open data. EDBT/ICDT Workshops 2013: 38-44
[c2]
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Stefan Hagedorn, Kai-Uwe Sattler:
Efficient Parallel Processing of Analytical Queries on Linked Data. OTM Conferences 2013: 452-469
[e1]
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Kai-Uwe Sattler, Stephan Baumann, Felix Beier, Heiko Betz, Francis Gropengießer, Stefan Hagedorn:
Proceedings of the 25th GI-Workshop "Grundlagen von Datenbanken 2013", Ilmenau, Germany, May 28 - 31, 2013. CEUR Workshop Proceedings 1020, CEUR-WS.org 2013 [contents]
2011
[c1]
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  - conf/lwa/KlanHHBKS11
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Daniel Klan, Stefan Hagedorn, Steffen Hirte, Heiko Betz, Firas Kassem, Kai-Uwe Sattler:
Topiek - Dokumentenmanagementsystem trifft semantischesWeb. LWA 2011: 46-47

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