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ORCIDBibTeX records: Lucas Woltmann
@phdthesis{DBLP:phd/dnb/Woltmann23,
author = {Lucas Woltmann},
title = {Local Learning Strategies for Data Management Components},
school = {Dresden University of Technology, Germany},
year = {2023},
url = {https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa2-886992},
urn = {urn:nbn:de:bsz:14-qucosa2-886992},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Woltmann23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WoltmannTHHL23,
author = {Lucas Woltmann and
Jerome Thiessat and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {FASTgres: Making Learned Query Optimizer Hinting Effective},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {11},
pages = {3310--3322},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p3310-habich.pdf},
doi = {10.14778/3611479.3611528},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WoltmannTHHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/WoltmannFHL23,
author = {Lucas Woltmann and
Katja Ferger and
Claudio Hartmann and
Wolfgang Lehner},
title = {JumpXClass: Explainable {AI} for Jump Classification in Trampoline
Sports},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
pages = {651--656},
year = {2023},
crossref = {DBLP:conf/btw/2023},
url = {https://doi.org/10.18420/BTW2023-34},
doi = {10.18420/BTW2023-34},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/WoltmannFHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/ThiessatWHH23,
author = {Jerome Thiessat and
Lucas Woltmann and
Claudio Hartmann and
Dirk Habich},
title = {Optimizing Query Processing in PostgreSQL Through Learned Optimizer
Hints},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
pages = {1075--1081},
year = {2023},
crossref = {DBLP:conf/btw/2023},
url = {https://doi.org/10.18420/BTW2023-74},
doi = {10.18420/BTW2023-74},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/ThiessatWHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/MullerWL23,
author = {Magnus M{\"{u}}ller and
Lucas Woltmann and
Wolfgang Lehner},
title = {Enhanced Featurization of Queries with Mixed Combinations of Predicates
for ML-based Cardinality Estimation},
booktitle = {Proceedings 26th International Conference on Extending Database Technology,
{EDBT} 2023, Ioannina, Greece, March 28-31, 2023},
pages = {273--284},
year = {2023},
crossref = {DBLP:conf/edbt/2023},
url = {https://doi.org/10.48786/edbt.2023.22},
doi = {10.48786/EDBT.2023.22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/MullerWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/WoltmannDHHL23,
author = {Lucas Woltmann and
Patrick Damme and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {Learned Selection Strategy for Lightweight Integer Compression Algorithms},
booktitle = {Proceedings 26th International Conference on Extending Database Technology,
{EDBT} 2023, Ioannina, Greece, March 28-31, 2023},
pages = {552--564},
year = {2023},
crossref = {DBLP:conf/edbt/2023},
url = {https://doi.org/10.48786/edbt.2023.47},
doi = {10.48786/EDBT.2023.47},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edbt/WoltmannDHHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/WoltmannVDGSSHL22,
author = {Lucas Woltmann and
Peter Benjamin Volk and
Michael Dinzinger and
Lukas Gr{\"{a}}f and
Sebastian Strasser and
Johannes Schildgen and
Claudio Hartmann and
Wolfgang Lehner},
title = {Data Science Meets High-Tech Manufacturing - The {BTW} 2021 Data Science
Challenge},
journal = {Datenbank-Spektrum},
volume = {22},
number = {1},
pages = {5--10},
year = {2022},
url = {https://doi.org/10.1007/s13222-021-00398-4},
doi = {10.1007/S13222-021-00398-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dbsk/WoltmannVDGSSHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/WoltmannHHL22,
author = {Lucas Woltmann and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {Aggregate-based Training Phase for ML-based Cardinality Estimation},
journal = {Datenbank-Spektrum},
volume = {22},
number = {1},
pages = {45--57},
year = {2022},
url = {https://doi.org/10.1007/s13222-021-00400-z},
doi = {10.1007/S13222-021-00400-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dbsk/WoltmannHHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WoltmannDHL22,
author = {Lucas Woltmann and
Jonathan Drechsel and
Claudio Hartmann and
Wolfgang Lehner},
title = {Ingredient-based Forecast of Sold Dish Portions in Campus Canteen
Kitchens},
booktitle = {38th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2022, Kuala Lumpur, Malaysia, May 9, 2022},
pages = {111--116},
year = {2022},
crossref = {DBLP:conf/icde/2022w},
url = {https://doi.org/10.1109/ICDEW55742.2022.00023},
doi = {10.1109/ICDEW55742.2022.00023},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/WoltmannDHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WoltmannOHHL21,
author = {Lucas Woltmann and
Dominik Olwig and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {PostCENN: PostgreSQL with Machine Learning Models for Cardinality
Estimation},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {12},
pages = {2715--2718},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2715-woltmann.pdf},
doi = {10.14778/3476311.3476327},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WoltmannOHHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/WoltmannHHL21,
author = {Lucas Woltmann and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {Aggregate-based Training Phase for ML-based Cardinality Estimation},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2021), 19. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 13.-17. September 2021, Dresden, Germany, Proceedings},
pages = {135--154},
year = {2021},
crossref = {DBLP:conf/btw/2021},
url = {https://doi.org/10.18420/btw2021-07},
doi = {10.18420/BTW2021-07},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/WoltmannHHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WoltmannHHL20,
author = {Lucas Woltmann and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {Best of both worlds: combining traditional and machine learning models
for cardinality estimation},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {4:1--4:8},
year = {2020},
crossref = {DBLP:conf/sigmod/2020aidm},
url = {https://doi.org/10.1145/3401071.3401658},
doi = {10.1145/3401071.3401658},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WoltmannHHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-09367,
author = {Lucas Woltmann and
Claudio Hartmann and
Dirk Habich and
Wolfgang Lehner},
title = {Machine Learning-based Cardinality Estimation in {DBMS} on Pre-Aggregated
Data},
journal = {CoRR},
volume = {abs/2005.09367},
year = {2020},
url = {https://arxiv.org/abs/2005.09367},
eprinttype = {arXiv},
eprint = {2005.09367},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-09367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/MeyerGWWHLERMAZ19,
author = {Holger J. Meyer and
Hannes Grunert and
Tim Waizenegger and
Lucas Woltmann and
Claudio Hartmann and
Wolfgang Lehner and
Mahdi Esmailoghli and
Sergey Redyuk and
Ricardo Martinez and
Ziawasch Abedjan and
Ariane Ziehn and
Tilmann Rabl and
Volker Markl and
Christian Schmitz and
Dhiren Devinder Serai and
Tatiane Escobar Gava},
title = {Particulate Matter Matters - The Data Science Challenge @ BTW{\unicode{8239}}2019},
journal = {Datenbank-Spektrum},
volume = {19},
number = {3},
pages = {165--182},
year = {2019},
url = {https://doi.org/10.1007/s13222-019-00322-x},
doi = {10.1007/S13222-019-00322-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dbsk/MeyerGWWHLERMAZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/WoltmannHL19,
author = {Lucas Woltmann and
Claudio Hartmann and
Wolfgang Lehner},
title = {Assessing the Impact of Driving Bans with Data Analysis},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 4.-8. M{\"{a}}rz 2019, Rostock, Germany, Workshopband},
pages = {287--296},
year = {2019},
crossref = {DBLP:conf/btw/2019w},
url = {https://doi.org/10.18420/btw2019-ws-31},
doi = {10.18420/BTW2019-WS-31},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/WoltmannHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WoltmannHTHL19,
author = {Lucas Woltmann and
Claudio Hartmann and
Maik Thiele and
Dirk Habich and
Wolfgang Lehner},
title = {Cardinality estimation with local deep learning models},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {5:1--5:8},
year = {2019},
crossref = {DBLP:conf/sigmod/2019aidm},
url = {https://doi.org/10.1145/3329859.3329875},
doi = {10.1145/3329859.3329875},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WoltmannHTHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/WoltmannTL18,
author = {Lucas Woltmann and
Maik Thiele and
Wolfgang Lehner},
title = {Modeling Customers and Products with Word Embeddings from Receipt
Data},
booktitle = {Proceedings of the 22nd International Database Engineering {\&}
Applications Symposium, {IDEAS} 2018, Villa San Giovanni, Italy, June
18-20, 2018},
pages = {246--252},
year = {2018},
crossref = {DBLP:conf/ideas/2018},
url = {https://doi.org/10.1145/3216122.3229860},
doi = {10.1145/3216122.3229860},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideas/WoltmannTL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/WoltmannDK17,
author = {Lucas Woltmann and
Rune Dalmo and
Raymond Kristiansen},
title = {Multi-source data collection for state-of-the-art data analysis from
ground-proximate images in sea ice classification},
booktitle = {26th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2017, Edinburgh, United Kingdom, June 19-21, 2017},
pages = {1626--1630},
year = {2017},
crossref = {DBLP:conf/isie/2017},
url = {https://doi.org/10.1109/ISIE.2017.8001490},
doi = {10.1109/ISIE.2017.8001490},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isie/WoltmannDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/btw/2023,
editor = {Birgitta K{\"{o}}nig{-}Ries and
Stefanie Scherzinger and
Wolfgang Lehner and
Gottfried Vossen},
title = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
series = {{LNI}},
volume = {{P-331}},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023},
url = {https://dl.gi.de/handle/20.500.12116/40312},
isbn = {978-3-88579-725-8},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/btw/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edbt/2023,
editor = {Julia Stoyanovich and
Jens Teubner and
Nikos Mamoulis and
Evaggelia Pitoura and
Jan M{\"{u}}hlig and
Katja Hose and
Sourav S. Bhowmick and
Matteo Lissandrini},
title = {Proceedings 26th International Conference on Extending Database Technology,
{EDBT} 2023, Ioannina, Greece, March 28-31, 2023},
publisher = {OpenProceedings.org},
year = {2023},
isbn = {978-3-89318-088-2},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/edbt/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icde/2022w,
title = {38th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2022, Kuala Lumpur, Malaysia, May 9, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDEW55742.2022},
doi = {10.1109/ICDEW55742.2022},
isbn = {978-1-6654-8104-5},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/icde/2022w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/btw/2021,
editor = {Kai{-}Uwe Sattler and
Melanie Herschel and
Wolfgang Lehner},
title = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2021), 19. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 13.-17. September 2021, Dresden, Germany, Proceedings},
series = {{LNI}},
volume = {{P-311}},
publisher = {Gesellschaft f{\"{u}}r Informatik, Bonn},
year = {2021},
url = {https://dl.gi.de/handle/20.500.12116/35791},
isbn = {978-3-88579-705-0},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/btw/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2020aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401071},
doi = {10.1145/3401071},
isbn = {978-1-4503-8029-4},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2020aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/btw/2019w,
editor = {Holger Meyer and
Norbert Ritter and
Andreas Thor and
Daniela Nicklas and
Andreas Heuer and
Meike Klettke},
title = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 4.-8. M{\"{a}}rz 2019, Rostock, Germany, Workshopband},
series = {{LNI}},
volume = {{P-290}},
publisher = {Gesellschaft f{\"{u}}r Informatik, Bonn},
year = {2019},
url = {https://dl.gi.de/handle/20.500.12116/21574},
isbn = {978-3-88579-684-8},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/btw/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2019aidm,
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859},
doi = {10.1145/3329859},
isbn = {978-1-4503-6802-5},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2019aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ideas/2018,
editor = {Bipin C. Desai and
Sergio Flesca and
Ester Zumpano and
Elio Masciari and
Luciano Caroprese},
title = {Proceedings of the 22nd International Database Engineering {\&}
Applications Symposium, {IDEAS} 2018, Villa San Giovanni, Italy, June
18-20, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3216122},
doi = {10.1145/3216122},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/ideas/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isie/2017,
title = {26th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2017, Edinburgh, United Kingdom, June 19-21, 2017},
publisher = {{IEEE}},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/7994774/proceeding},
isbn = {978-1-5090-1412-5},
timestamp = {Fri, 20 Sep 2024 14:55:36 +0200},
biburl = {https://dblp.org/rec/conf/isie/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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