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ORCIDBibTeX records: Andreas Roth
@article{DBLP:journals/corr/abs-2308-16516,
author = {Cedric Sanders and
Andreas Roth and
Thomas Liebig},
title = {Curvature-based Pooling within Graph Neural Networks},
journal = {CoRR},
volume = {abs/2308.16516},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16516},
doi = {10.48550/ARXIV.2308.16516},
eprinttype = {arXiv},
eprint = {2308.16516},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16800,
author = {Andreas Roth and
Thomas Liebig},
title = {Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2308.16800},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16800},
doi = {10.48550/ARXIV.2308.16800},
eprinttype = {arXiv},
eprint = {2308.16800},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00946,
author = {Andreas Roth and
Thomas Liebig},
title = {Distilling Influences to Mitigate Prediction Churn in Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2310.00946},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00946},
doi = {10.48550/ARXIV.2310.00946},
eprinttype = {arXiv},
eprint = {2310.00946},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RothL22,
author = {Andreas Roth and
Thomas Liebig},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Forecasting Unobserved Node States with spatio-temporal Graph Neural
Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {740--747},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00101},
doi = {10.1109/ICDMW58026.2022.00101},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RothL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RothL22,
author = {Andreas Roth and
Thomas Liebig},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Transforming PageRank into an Infinite-Depth Graph Neural Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {469--484},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_27},
doi = {10.1007/978-3-031-26390-3\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RothL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00684,
author = {Andreas Roth and
Thomas Liebig},
title = {Transforming PageRank into an Infinite-Depth Graph Neural Network},
journal = {CoRR},
volume = {abs/2207.00684},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00684},
doi = {10.48550/ARXIV.2207.00684},
eprinttype = {arXiv},
eprint = {2207.00684},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11596,
author = {Andreas Roth and
Thomas Liebig},
title = {Forecasting Unobserved Node States with spatio-temporal Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2211.11596},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11596},
doi = {10.48550/ARXIV.2211.11596},
eprinttype = {arXiv},
eprint = {2211.11596},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/RothWW21,
author = {Andreas Roth and
Konstantin W{\"{u}}stefeld and
Frank Weichert},
title = {A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation},
journal = {J. Imaging},
volume = {7},
number = {10},
pages = {206},
year = {2021},
url = {https://doi.org/10.3390/jimaging7100206},
doi = {10.3390/JIMAGING7100206},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jimaging/RothWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BurgerPTTR20,
author = {Martin Burger and
Ren{\'{e}} Pinnau and
Claudia Totzeck and
Oliver Tse and
Andreas Roth},
title = {Instantaneous control of interacting particle systems in the mean-field
limit},
journal = {J. Comput. Phys.},
volume = {405},
pages = {109181},
year = {2020},
url = {https://doi.org/10.1016/j.jcp.2019.109181},
doi = {10.1016/J.JCP.2019.109181},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/BurgerPTTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11159,
author = {Lukas Faber and
Sandro Luck and
Damian Pascual and
Andreas Roth and
Gino Brunner and
Roger Wattenhofer},
title = {Medley2K: {A} Dataset of Medley Transitions},
journal = {CoRR},
volume = {abs/2008.11159},
year = {2020},
url = {https://arxiv.org/abs/2008.11159},
eprinttype = {arXiv},
eprint = {2008.11159},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/HeinrichRZ19,
author = {Kai Heinrich and
Andreas Roth and
Patrick Zschech},
editor = {Jan vom Brocke and
Shirley Gregor and
Oliver M{\"{u}}ller},
title = {Everything counts: a Taxonomy of Deep Learning Approaches for Object
Counting},
booktitle = {27th European Conference on Information Systems - Information Systems
for a Sharing Society, {ECIS} 2019, Stockholm and Uppsala, Sweden,
June 8-14, 2019},
year = {2019},
url = {https://aisel.aisnet.org/ecis2019\_rp/63},
timestamp = {Wed, 05 Jun 2019 13:01:12 +0200},
biburl = {https://dblp.org/rec/conf/ecis/HeinrichRZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/HeinrichRBMM19,
author = {Kai Heinrich and
Andreas Roth and
Lukas Breithaupt and
Bj{\"{o}}rn M{\"{o}}ller and
Johannes Maresch},
editor = {Thomas Ludwig and
Volkmar Pipek},
title = {Yield Prognosis for the Agrarian Management of Vineyards using Deep
Learning for Object Counting},
booktitle = {Human Practice. Digital Ecologies. Our Future. 14. Internationale
Tagung Wirtschaftsinformatik {(WI} 2019), February 24-27, 2019, Siegen,
Germany},
pages = {407--421},
publisher = {University of Siegen, Germany / AISeL},
year = {2019},
url = {https://aisel.aisnet.org/wi2019/track05/papers/3},
timestamp = {Wed, 28 Aug 2019 11:30:56 +0200},
biburl = {https://dblp.org/rec/conf/wirtschaftsinformatik/HeinrichRBMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/urban/PanRYD10,
author = {Ying Pan and
Andreas Roth and
Zhenrong Yu and
Reiner Doluschitz},
title = {The impact of variation in scale on the behavior of a cellular automata
used for land use change modeling},
journal = {Comput. Environ. Urban Syst.},
volume = {34},
number = {5},
pages = {400--408},
year = {2010},
url = {https://doi.org/10.1016/j.compenvurbsys.2010.03.003},
doi = {10.1016/J.COMPENVURBSYS.2010.03.003},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/urban/PanRYD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/SchaeferSTTKR10,
author = {Jan Schaefer and
Markus Schmid and
Andreas Textor and
Marcus Thoss and
Reinhold Kr{\"{o}}ger and
Andreas Roth},
title = {Performance-aware design and optimization of enterprise applications},
booktitle = {Proceedings of the 6th International Conference on Network and Service
Management, {CNSM} 2010, Niagara Falls, Canada, October 25-29, 2010},
pages = {306--309},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CNSM.2010.5691216},
doi = {10.1109/CNSM.2010.5691216},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/cnsm/SchaeferSTTKR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/RothD08,
author = {Andreas Roth and
Reiner Doluschitz},
editor = {Maozu Guo and
Liang Zhao and
Lipo Wang},
title = {Regional Assessment of Sustainable Agricultural Cropping Systems in
the North China Plain - Data Requirements and Computational Approaches},
booktitle = {Fourth International Conference on Natural Computation, {ICNC} 2008,
Jinan, Shandong, China, 18-20 October 2008, Volume 7},
pages = {434--436},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICNC.2008.414},
doi = {10.1109/ICNC.2008.414},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnc/RothD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/RothS06,
author = {Andreas Roth and
Stefan Scheidl},
editor = {Christian Hochberger and
R{\"{u}}diger Liskowsky},
title = {End-User Development for Enterprise Resource Planning Systems},
booktitle = {36. Jahrestagung der Gesellschaft f{\"{u}}r Informatik, Informatik
f{\"{u}}r Menschen, {INFORMATIK} 2006, Dresden, Germany, October
2-6, 2006, Band 1},
series = {{LNI}},
volume = {{P-93}},
pages = {596--599},
publisher = {{GI}},
year = {2006},
url = {https://dl.gi.de/handle/20.500.12116/23741},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gi/RothS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cars/WawroR01,
author = {Martin Wawro and
Andreas Roth},
editor = {Heinz U. Lemke and
Michael W. Vannier and
Kiyonari Inamura and
Allan G. Farman and
Kunio Doi},
title = {In vivo quantification and densitometry of the {MCP} joint tissue
on patients with rheumatoid arthritis},
booktitle = {{CARS} 2001. Computer Assisted Radiology and Surgery. Proceedings
of the 15th International Congress and Exhibition, Berlin, Germany,
June 27-30, 2001},
series = {International Congress Series},
volume = {1230},
pages = {1168--1169},
publisher = {Elsevier},
year = {2001},
timestamp = {Fri, 14 Jan 2005 10:03:58 +0100},
biburl = {https://dblp.org/rec/conf/cars/WawroR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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