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Till Döhmen
Till Döhmen
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Year
Deepcovidexplainer: Explainable covid-19 predictions based on chest x-ray images
M Karim, T Döhmen, D Rebholz-Schuhmann, S Decker, M Cochez, ...
arXiv preprint arXiv:2004.04582 28, 2020
226*2020
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis from Radiographs and Magnetic Resonance Imaging
MR Karim, J Jiao, T Döhmen, M Cochez, O Beyan, ...
IEEE Access 9, 39757-39780, 2021
462021
Multi-hypothesis CSV parsing
T Döhmen, H Mühleisen, P Boncz
Proceedings of the 29th International Conference on Scientific and …, 2017
362017
Towards parameter-efficient automation of data wrangling tasks with prefix-tuning
D Vos, T Döhmen, S Schelter
NeurIPS 2022 First Table Representation Workshop, 2022
282022
Agricultural information model
R Palma, I Roussaki, T Döhmen, R Atkinson, S Brahma, C Lange, ...
Information and Communication Technologies for Agriculture—Theme III …, 2022
252022
Interpreting black-box machine learning models for high dimensional datasets
MR Karim, M Shajalal, A Graß, T Döhmen, SA Chala, A Boden, C Beecks, ...
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
142023
Towards a Benchmark for the Maintainability Evolution of Industrial Software Systems
T Döhmen, M Bruntink, D Ceolin, J Visser
2016 Joint Conference of the International Workshop on Software Measurement …, 2016
142016
MotherDuck: DuckDB in the cloud and in the client.
RJ Atwal, PA Boncz, R Boyd, A Courtney, T Döhmen, F Gerlinghoff, ...
CIDR, 2024
72024
GitSchemas: A Dataset for Automating Relational Data Preparation Tasks
T Döhmen, M Hulsebos, C Beecks, S Schelter
ICDE International workshop on databases and machine learning, 2022
72022
SchemaPile: A Large Collection of Relational Database Schemas
T Döhmen, R Geacu, M Hulsebos, S Schelter
Proceedings of the ACM on Management of Data 2 (3), 1-25, 2024
42024
Towards Efficient Data Wrangling with LLMs using Code Generation
X Li, T Döhmen
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine …, 2024
32024
DuckDQ: Data Quality Assertions for Machine Learning Pipelines
T Döhmen, M Raasveldt, H Mühleisen, S Schelter
ICML Workshop on Challenges in Deploying and monitoring Machine Learning Systems, 2021
22021
Multi-Hypothesis Parsing of Tabular Data in Comma-Separated Values (CSV) Files
T Döhmen
Master’s thesis, Vrije Universiteit Amsterdam, www. cwi. nl/boncz/msc/2016 …, 2016
12016
Sample-based Kernel Structure Learning with Deep Neural Networks for Automated Structure Discovery
A Graß, T Döhmen, C Beecks
2022 IEEE 38th International Conference on Data Engineering Workshops (ICDEW …, 2022
2022
Refining Software Quality Prediction with LOD
D Ceolin, T Döhmen, J Visser
[Sl]: CEUR, 2015
2015
Efficient Data Wrangling with LLMs using Code Generation
X Li, T Döhmen
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