Lucas Woltmann

19 papers B 2C 1Misc 4Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Data Contracts to Leverage (De-)centralized Data Management in Manufacturing Industries: An Experience Report. BTW Sarah Oppold, Manuel Fritz, Lucas Woltmann
2023	B	`conf`	Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation. EDBT Magnus Müller, Lucas Woltmann, Wolfgang Lehner
2023	J	`jnl`	FASTgres: Making Learned Query Optimizer Hinting Effective. Proc. VLDB Endow. Lucas Woltmann, Jerome Thiessat, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2023	Misc	`conf`	JumpXClass: Explainable AI for Jump Classification in Trampoline Sports. BTW Lucas Woltmann, Katja Ferger, Claudio Hartmann, Wolfgang Lehner
2023	B	`conf`	Learned Selection Strategy for Lightweight Integer Compression Algorithms. EDBT Lucas Woltmann, Patrick Damme, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2023	—	`—`	Local Learning Strategies for Data Management Components. Lucas Woltmann
2023	Misc	`conf`	Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints. BTW Jerome Thiessat, Lucas Woltmann, Claudio Hartmann, Dirk Habich
2022	J	`jnl`	Aggregate-based Training Phase for ML-based Cardinality Estimation. Datenbank-Spektrum Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2022	J	`jnl`	Data Science Meets High-Tech Manufacturing - The BTW 2021 Data Science Challenge. Datenbank-Spektrum Lucas Woltmann, Peter Benjamin Volk, Michael Dinzinger, Lukas Gräf, Sebastian Strasser, Johannes Schildgen, Claudio Hartmann, Wolfgang Lehner
2022	—	`conf`	Ingredient-based Forecast of Sold Dish Portions in Campus Canteen Kitchens. ICDE Workshops Lucas Woltmann, Jonathan Drechsel, Claudio Hartmann, Wolfgang Lehner
2021	Misc	`conf`	Aggregate-based Training Phase for ML-based Cardinality Estimation. BTW Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2021	J	`jnl`	PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation. Proc. VLDB Endow. Lucas Woltmann, Dominik Olwig, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2020	—	`conf`	Best of both worlds: combining traditional and machine learning models for cardinality estimation. aiDM@SIGMOD Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2020	J	`jnl`	Machine Learning-based Cardinality Estimation in DBMS on Pre-Aggregated Data. CoRR Lucas Woltmann, Claudio Hartmann, Dirk Habich, Wolfgang Lehner
2019	—	`conf`	Assessing the Impact of Driving Bans with Data Analysis. BTW (Workshops) Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner
2019	—	`conf`	Cardinality estimation with local deep learning models. aiDM@SIGMOD Lucas Woltmann, Claudio Hartmann, Maik Thiele, Dirk Habich, Wolfgang Lehner
2019	J	`jnl`	Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava
2018	C	`conf`	Modeling Customers and Products with Word Embeddings from Receipt Data. IDEAS Lucas Woltmann, Maik Thiele, Wolfgang Lehner
2017	—	`conf`	Multi-source data collection for state-of-the-art data analysis from ground-proximate images in sea ice classification. ISIE Lucas Woltmann, Rune Dalmo, Raymond Kristiansen