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Till Döhmen
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 10
Top Topics
High Dimensional Datasets
White Box
Machine Learning Models
Software Quality
Top Venues
ICDE Workshops
CoRR
SSDBM
BIBM
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Publications
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Md. Rezaul Karim
,
Md Shajalal
,
Alexander Graß
,
Till Döhmen
,
Sisay Adugna Chala
,
Alexander Boden
,
Christian Beecks
,
Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets.
DSAA
(2023)
Md. Rezaul Karim
,
Md Shajalal
,
Alexander Graß
,
Till Döhmen
,
Sisay Adugna Chala
,
Christian Beecks
,
Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets.
CoRR
(2022)
Till Döhmen
,
Madelon Hulsebos
,
Christian Beecks
,
Sebastian Schelter
GitSchemas: A Dataset for Automating Relational Data Preparation Tasks.
ICDE Workshops
(2022)
Alexander Graß
,
Till Döhmen
,
Christian Beecks
Sample-based Kernel Structure Learning with Deep Neural Networks for Automated Structure Discovery.
ICDE Workshops
(2022)
Md. Rezaul Karim
,
Jiao Jiao
,
Till Döhmen
,
Michael Cochez
,
Oya Beyan
,
Dietrich Rebholz-Schuhmann
,
Stefan Decker
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging.
IEEE Access
9 (2021)
Md. Rezaul Karim
,
Till Döhmen
,
Michael Cochez
,
Oya Beyan
,
Dietrich Rebholz-Schuhmann
,
Stefan Decker
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images.
BIBM
(2020)
Md. Rezaul Karim
,
Till Döhmen
,
Dietrich Rebholz-Schuhmann
,
Stefan Decker
,
Michael Cochez
,
Oya Beyan
DeepCOVIDExplainer: Explainable COVID-19 Predictions Based on Chest X-ray Images.
CoRR
(2020)
Till Döhmen
,
Hannes Mühleisen
,
Peter A. Boncz
Multi-Hypothesis CSV Parsing.
SSDBM
(2017)
Till Döhmen
,
Magiel Bruntink
,
Davide Ceolin
,
Joost Visser
Towards a Benchmark for the Maintainability Evolution of Industrial Software Systems.
IWSM-Mensura
(2016)
Davide Ceolin
,
Till Döhmen
,
Joost Visser
Refining Software Quality Prediction with LOD.
URSW@ISWC
(2015)