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ORCIDBibTeX records: Fabian Scheipl
@article{DBLP:journals/widm/HerrmannPS23,
author = {Moritz Herrmann and
Florian Pfisterer and
Fabian Scheipl},
title = {A geometric framework for outlier detection in high-dimensional data},
journal = {WIREs Data. Mining. Knowl. Discov.},
volume = {13},
number = {3},
year = {2023},
url = {https://doi.org/10.1002/widm.1491},
doi = {10.1002/WIDM.1491},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/HerrmannPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12806,
author = {Jana Gauss and
Fabian Scheipl and
Moritz Herrmann},
title = {{DCSI} - An improved measure of cluster separability based on separation
and connectedness},
journal = {CoRR},
volume = {abs/2310.12806},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12806},
doi = {10.48550/ARXIV.2310.12806},
eprinttype = {arXiv},
eprint = {2310.12806},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/teachml/BothmannSCRLSB22,
author = {Ludwig Bothmann and
Sven Strickroth and
Giuseppe Casalicchio and
David R{\"{u}}gamer and
Marius Lindauer and
Fabian Scheipl and
Bernd Bischl},
editor = {Katherine M. Kinnaird and
Peter Steinbach and
Oliver Guhr},
title = {Developing Open Source Educational Resources for Machine Learning
and Data Science},
booktitle = {The Third Teaching Machine Learning and Artificial Intelligence Workshop,
19-23 September 2022, Grenoble, France and online},
series = {Proceedings of Machine Learning Research},
volume = {207},
pages = {1--6},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v207/bothmann23a.html},
timestamp = {Tue, 20 Feb 2024 16:47:31 +0100},
biburl = {https://dblp.org/rec/conf/teachml/BothmannSCRLSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00367,
author = {Moritz Herrmann and
Florian Pfisterer and
Fabian Scheipl},
title = {A geometric framework for outlier detection in high-dimensional data},
journal = {CoRR},
volume = {abs/2207.00367},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00367},
doi = {10.48550/ARXIV.2207.00367},
eprinttype = {arXiv},
eprint = {2207.00367},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00510,
author = {Moritz Herrmann and
Daniyal Kazempour and
Fabian Scheipl and
Peer Kr{\"{o}}ger},
title = {Enhancing cluster analysis via topological manifold learning},
journal = {CoRR},
volume = {abs/2207.00510},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00510},
doi = {10.48550/ARXIV.2207.00510},
eprinttype = {arXiv},
eprint = {2207.00510},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-14330,
author = {Ludwig Bothmann and
Sven Strickroth and
Giuseppe Casalicchio and
David R{\"{u}}gamer and
Marius Lindauer and
Fabian Scheipl and
Bernd Bischl},
title = {Developing Open Source Educational Resources for Machine Learning
and Data Science},
journal = {CoRR},
volume = {abs/2107.14330},
year = {2021},
url = {https://arxiv.org/abs/2107.14330},
eprinttype = {arXiv},
eprint = {2107.14330},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-14330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06849,
author = {Moritz Herrmann and
Fabian Scheipl},
title = {A geometric perspective on functional outlier detection},
journal = {CoRR},
volume = {abs/2109.06849},
year = {2021},
url = {https://arxiv.org/abs/2109.06849},
eprinttype = {arXiv},
eprint = {2109.06849},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BenderRSB20,
author = {Andreas Bender and
David R{\"{u}}gamer and
Fabian Scheipl and
Bernd Bischl},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {A General Machine Learning Framework for Survival Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {158--173},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_10},
doi = {10.1007/978-3-030-67664-3\_10},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BenderRSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15442,
author = {Andreas Bender and
David R{\"{u}}gamer and
Fabian Scheipl and
Bernd Bischl},
title = {A General Machine Learning Framework for Survival Analysis},
journal = {CoRR},
volume = {abs/2006.15442},
year = {2020},
url = {https://arxiv.org/abs/2006.15442},
eprinttype = {arXiv},
eprint = {2006.15442},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11987,
author = {Moritz Herrmann and
Fabian Scheipl},
title = {Unsupervised Functional Data Analysis via Nonlinear Dimension Reduction},
journal = {CoRR},
volume = {abs/2012.11987},
year = {2020},
url = {https://arxiv.org/abs/2012.11987},
eprinttype = {arXiv},
eprint = {2012.11987},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07511,
author = {Florian Pfisterer and
Laura Beggel and
Xudong Sun and
Fabian Scheipl and
Bernd Bischl},
title = {Benchmarking time series classification - Functional data vs machine
learning approaches},
journal = {CoRR},
volume = {abs/1911.07511},
year = {2019},
url = {http://arxiv.org/abs/1911.07511},
eprinttype = {arXiv},
eprint = {1911.07511},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/CederbaumSG18,
author = {Jona Cederbaum and
Fabian Scheipl and
Sonja Greven},
title = {Fast symmetric additive covariance smoothing},
journal = {Comput. Stat. Data Anal.},
volume = {120},
pages = {25--41},
year = {2018},
url = {https://doi.org/10.1016/j.csda.2017.11.002},
doi = {10.1016/J.CSDA.2017.11.002},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/CederbaumSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/FuchsSG15,
author = {Karen Fuchs and
Fabian Scheipl and
Sonja Greven},
title = {Penalized scalar-on-functions regression with interaction term},
journal = {Comput. Stat. Data Anal.},
volume = {81},
pages = {38--51},
year = {2015},
url = {https://doi.org/10.1016/j.csda.2014.07.001},
doi = {10.1016/J.CSDA.2014.07.001},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/FuchsSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/IvanescuSSG15,
author = {Andrada E. Ivanescu and
Ana{-}Maria Staicu and
Fabian Scheipl and
Sonja Greven},
title = {Penalized function-on-function regression},
journal = {Comput. Stat.},
volume = {30},
number = {2},
pages = {539--568},
year = {2015},
url = {https://doi.org/10.1007/s00180-014-0548-4},
doi = {10.1007/S00180-014-0548-4},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/IvanescuSSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/GoldsmithS14,
author = {Jeff Goldsmith and
Fabian Scheipl},
title = {Estimator selection and combination in scalar-on-function regression},
journal = {Comput. Stat. Data Anal.},
volume = {70},
pages = {362--372},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2013.10.009},
doi = {10.1016/J.CSDA.2013.10.009},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/GoldsmithS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/WoodSF13,
author = {Simon N. Wood and
Fabian Scheipl and
Julian J. Faraway},
title = {Straightforward intermediate rank tensor product smoothing in mixed
models},
journal = {Stat. Comput.},
volume = {23},
number = {3},
pages = {341--360},
year = {2013},
url = {https://doi.org/10.1007/s11222-012-9314-z},
doi = {10.1007/S11222-012-9314-Z},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/WoodSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Scheipl2011,
author = {Fabian Scheipl},
title = {Bayesian regularization and model choice in structured additive regression},
school = {Ludwig Maximilians University Munich},
year = {2011},
url = {http://edoc.ub.uni-muenchen.de/13028/},
urn = {urn:nbn:de:bvb:19-130286},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/de/Scheipl2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ScheiplK09,
author = {Fabian Scheipl and
Thomas Kneib},
title = {Locally adaptive Bayesian P-splines with a Normal-Exponential-Gamma
prior},
journal = {Comput. Stat. Data Anal.},
volume = {53},
number = {10},
pages = {3533--3552},
year = {2009},
url = {https://doi.org/10.1016/j.csda.2009.03.009},
doi = {10.1016/J.CSDA.2009.03.009},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ScheiplK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ScheiplGK08,
author = {Fabian Scheipl and
Sonja Greven and
Helmut K{\"{u}}chenhoff},
title = {Size and power of tests for a zero random effect variance or polynomial
regression in additive and linear mixed models},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {7},
pages = {3283--3299},
year = {2008},
url = {https://doi.org/10.1016/j.csda.2007.10.022},
doi = {10.1016/J.CSDA.2007.10.022},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ScheiplGK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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