Dipl.-Inf. Lucas Woltmann

@article{,
   author = {Lucas Woltmann and Claudio Hartmann and Wolfgang Lehner},
   title = {Data Science Meets High-Tech Manufacturing \&\#8211; The BTW 2021 Data Science Challenge},
   journal = {Datenbank Spektrum},
   volume = {22},
   year = {2021},
   month = {12},
   pages = {1--6},
   numpages = {6},
   url = {https://doi.org/10.1007/s13222-021-00398-4},
   publisher = {Springer Nature}
}

@inproceedings{,
   author = {Lucas Woltmann and Claudio Hartmann and Dirk Habich and Wolfgang Lehner},
   title = {Aggregate-based Training Phase for ML-based Cardinality Estimation},
   booktitle = {Lecture Notes in Informatics},
   year = {2021},
   month = {09},
   url = {https://dx.doi.org/10.18420/btw2021-07},
   publisher = {Gesellschaft f\"{u}r Informatik}
}

@inproceedings{,
   author = {Lucas Woltmann and Claudio Hartmann and Dirk Habich and Wolfgang Lehner},
   title = {PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation},
   booktitle = {Proceedings of the VLDB Endowment},
   journal = {Proc. VLDB Endow.},
   volume = {14},
   year = {2021},
   month = {08},
   pages = {2715--2718},
   numpages = {4},
   url = {https://doi.org/10.14778/3476311.3476327},
   publisher = {VLDB Endowment}
}

@inproceedings{,
   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 Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management},
   year = {2020},
   month = {6},
   url = {https://doi.org/10.1145/3401071.3401658}
}

@article{,
   author = {Lucas Woltmann and Claudio Hartmann and Wolfgang Lehner},
   title = {Particulate Matter Matters \&\#8211; The Data Science Challenge @ BTW 2019},
   journal = {Datenbank-Spektrum},
   volume = {19},
   year = {2019},
   month = {08},
   pages = {(S. 165-182)},
   url = {https://doi.org/10.1007/s13222-019-00322-x},
   publisher = {Springer Berlin Heidelberg}
}

@inproceedings{,
   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},
   year = {2019},
   month = {7},
   url = {https://doi.org/10.1145/3329859.3329875},
   acmid = {3329875}
}

@inproceedings{,
   author = {Lucas Woltmann and Claudio Hartmann and Wolfgang Lehner},
   title = {Assessing the Impact of Driving Bans with Data Analysis},
   booktitle = {BTW 2019 – Workshopband.},
   year = {2019},
   month = {3},
   isbn = {978-3-88579-684-8},
   location = {Bonn},
   pages = {(S. 287-296)},
   url = {https://dx.doi.org/10.18420/btw2019-ws-31},
   publisher = {Gesellschaft f\"{u}r Informatik}
}

@conference{,
   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},
   year = {2018},
   month = {6},
   location = {Villa San Giovanni, Italy},
   url = {https://doi.org/10.1145/3216122},
   publisher = {ACM}
}

@inproceedings{,
   author = {Lucas Woltmann},
   title = {Multi-source data collection for state-of-the-art data analysis from ground-proximate images in sea ice classification},
   booktitle = {Proceedings of the 26th International Symposium on Industrial Electronics},
   year = {2017},
   month = {6},
   url = {https://doi.org/10.1109/ISIE.2017.8001490}
}