Woltmann, L.; Hartmann, C.; Habich, D.; Lehner, W.
In Lecture Notes in Informatics.BTW'21Gesellschaft für Informatik,2021.Links: https://dl.gi.de/handle/20.500.12116/35812.
@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}
}
Woltmann, L.; Hartmann, C.; Habich, D.; Lehner, W.
In Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management.SIGMOD aiDM '202020.Links: https://doi.org/10.1145/3401071.3401658.
@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}
}
Woltmann, L.; Hartmann, C.; Lehner, W.
In Datenbank-Spektrum.Springer Berlin Heidelberg,(S. 165-182),2019.Links: https://link.springer.com/article/10.1007/s13222-019-00322-x.
@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}
}
Woltmann, L.; Hartmann, C.; Thiele, M.; Habich, D.; Lehner, W.
In Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management.SIGMOD aiDM '192019.Links: https://dl.acm.org/citation.cfm?id=3329875.
@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}
}
Woltmann, L.; Hartmann, C.; Lehner, W.
In BTW 2019 – Workshopband.Gesellschaft für Informatik,(S. 287-296),2019.Links: https://dl.gi.de/handle/20.500.12116/21599.
@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}
}
Woltmann, L.; Thiele, M.; Lehner, W.
In Proceedings of the 22nd International Database Engineering & Applications Symposium.IDEAS'18, Villa San Giovanni, Italy.ACM,2018.Links: https://dl.acm.org/citation.cfm?doid=3216122.3229860.
@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}
}
In Proceedings of the 26th International Symposium on Industrial Electronics.ISIE '172017.Links: https://ieeexplore.ieee.org/abstract/document/8001490.
@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}
}