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BibTeX 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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +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 = {Mon, 23 Sep 2024 18:50:41 +0200}, biburl = {https://dblp.org/rec/conf/isie/2017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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