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Lucas Woltmann
Lucas Woltmann
Bestätigte E-Mail-Adresse bei tu-dresden.de - Startseite
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Zitiert von
Jahr
Cardinality estimation with local deep learning models
L Woltmann, C Hartmann, M Thiele, D Habich, W Lehner
Proceedings of the Second International Workshop on Exploiting Artificial …, 2019
1082019
PostCENN: postgreSQL with machine learning models for cardinality estimation
L Woltmann, D Olwig, C Hartmann, D Habich, W Lehner
Proceedings of the VLDB Endowment 14 (12), 2715-2718, 2021
122021
Machine Learning-based Cardinality Estimation in DBMS on Pre-Aggregated Data
L Woltmann, C Hartmann, D Habich, W Lehner
arXiv preprint arXiv:2005.09367, 2020
72020
Enhanced Featurization of Queries with Mixed Combinations of Predicates for ML-based Cardinality Estimation
M Müller, L Woltmann, W Lehner
EDBT 2023, 2023
62023
Particulate Matter Matters—The Data Science Challenge@ BTW 2019
HJ Meyer, H Grunert, T Waizenegger, L Woltmann, C Hartmann, ...
Datenbank-Spektrum 19 (3), 165-182, 2019
62019
Aggregate-based training phase for ML-based cardinality estimation
L Woltmann, C Hartmann, D Habich, W Lehner
Datenbank-Spektrum, 1-13, 2022
52022
Best of both worlds: combining traditional and machine learning models for cardinality estimation
L Woltmann, C Hartmann, D Habich, W Lehner
Proceedings of the Third International Workshop on Exploiting Artificial …, 2020
52020
FASTgres: Making Learned Query Optimizer Hinting Effective
L Woltmann, J Thiessat, C Hartmann, D Habich, W Lehner
Proceedings of the VLDB Endowment 16 (11), 3310-3322, 2023
42023
Sensor-based jump detection and classification with Machine Learning in trampoline gymnastics
L Woltmann, C Hartmann, W Lehner, P Rausch, K Ferger
German Journal of Exercise and Sport Research 53 (2), 187-195, 2023
32023
Ingredient-based Forecast of Sold Dish Portions in Campus Canteen Kitchens
L Woltmann, J Drechsel, C Hartmann, W Lehner
2022 IEEE 38th International Conference on Data Engineering Workshops (ICDEW …, 2022
32022
Learned Selection Strategy for Lightweight Integer Compression Algorithms
L Woltmann, P Damme, C Hartmann, D Habich, W Lehner
EDBT 2023, 2023
22023
Data Science Meets High-Tech Manufacturing–The BTW 2021 Data Science Challenge
L Woltmann, P Volk, M Dinzinger, L Gräf, S Strasser, J Schildgen, ...
Datenbank-Spektrum 22 (1), 5-10, 2022
22022
Assessing the Impact of Driving Bans with Data Analysis
L Woltmann, C Hartmann, W Lehner
BTW 2019–Workshopband, 2019
22019
Modeling Customers and Products with Word Embeddings from Receipt Data
L Woltmann, M Thiele, W Lehner
Proceedings of the 22nd International Database Engineering & Applications …, 2018
22018
Exercise assessment in trampoline sport by automated jump classification
L Woltmann, K Ferger, C Hartmann, W Lehner
Tagungsband zum 14. Symposium der Sektion Sportinformatik und …, 2022
1*2022
Multi-source data collection for state-of-the-art data analysis from ground-proximate images in sea ice classification
L Woltmann, R Dalmo, R Kristiansen
2017 IEEE 26th International Symposium on Industrial Electronics (ISIE …, 2017
12017
evalPM: a framework for evaluating machine learning models for particulate matter prediction
L Woltmann, J Deepe, C Hartmann, W Lehner
Environmental Monitoring and Assessment 195 (12), 1491, 2023
2023
Local Learning Strategies for Data Management Components
L Woltmann
2023
Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints
J Thiessat, L Woltmann, C Hartmann, D Habich
BTW 2023, 2023
2023
JumpXClass: Explainable AI for Jump Classification in Trampoline Sports
L Woltmann, K Ferger, C Hartmann, W Lehner
BTW 2023, 2023
2023
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