---
_id: '27123'
author:
- first_name: Vladimir I.
full_name: Poddubnyi, Vladimir I.
last_name: Poddubnyi
- first_name: Ansgar
full_name: Trächtler, Ansgar
id: '552'
last_name: Trächtler
- first_name: Andreas
full_name: Warkentin, Andreas
last_name: Warkentin
- first_name: Christian
full_name: Henke, Christian
last_name: Henke
citation:
ama: Poddubnyi VI, Trächtler A, Warkentin A, Henke C. Model of a Triangular Caterpillar
Drive and Analysis of Vertical Vehicle Dynamics. Russian Engineering Research.
2021;41(3):198-201.
apa: Poddubnyi, V. I., Trächtler, A., Warkentin, A., & Henke, C. (2021). Model
of a Triangular Caterpillar Drive and Analysis of Vertical Vehicle Dynamics. Russian
Engineering Research, 41(3), 198–201.
bibtex: '@article{Poddubnyi_Trächtler_Warkentin_Henke_2021, title={Model of a Triangular
Caterpillar Drive and Analysis of Vertical Vehicle Dynamics}, volume={41}, number={3},
journal={Russian Engineering Research}, publisher={Springer}, author={Poddubnyi,
Vladimir I. and Trächtler, Ansgar and Warkentin, Andreas and Henke, Christian},
year={2021}, pages={198–201} }'
chicago: 'Poddubnyi, Vladimir I., Ansgar Trächtler, Andreas Warkentin, and Christian
Henke. “Model of a Triangular Caterpillar Drive and Analysis of Vertical Vehicle
Dynamics.” Russian Engineering Research 41, no. 3 (2021): 198–201.'
ieee: V. I. Poddubnyi, A. Trächtler, A. Warkentin, and C. Henke, “Model of a Triangular
Caterpillar Drive and Analysis of Vertical Vehicle Dynamics,” Russian Engineering
Research, vol. 41, no. 3, pp. 198–201, 2021.
mla: Poddubnyi, Vladimir I., et al. “Model of a Triangular Caterpillar Drive and
Analysis of Vertical Vehicle Dynamics.” Russian Engineering Research, vol.
41, no. 3, Springer, 2021, pp. 198–201.
short: V.I. Poddubnyi, A. Trächtler, A. Warkentin, C. Henke, Russian Engineering
Research 41 (2021) 198–201.
date_created: 2021-11-03T13:23:10Z
date_updated: 2022-01-06T06:57:35Z
department:
- _id: '241'
- _id: '153'
intvolume: ' 41'
issue: '3'
language:
- iso: eng
page: 198-201
publication: Russian Engineering Research
publisher: Springer
status: public
title: Model of a Triangular Caterpillar Drive and Analysis of Vertical Vehicle Dynamics
type: journal_article
user_id: '24876'
volume: 41
year: '2021'
...
---
_id: '27365'
author:
- first_name: Marius
full_name: Meyer, Marius
id: '40778'
last_name: Meyer
citation:
ama: 'Meyer M. Towards Performance Characterization of FPGAs in Context of HPC using
OpenCL Benchmarks. In: Proceedings of the 11th International Symposium on Highly
Efficient Accelerators and Reconfigurable Technologies. ; 2021. doi:10.1145/3468044.3468058'
apa: Meyer, M. (2021). Towards Performance Characterization of FPGAs in Context
of HPC using OpenCL Benchmarks. Proceedings of the 11th International Symposium
on Highly Efficient Accelerators and Reconfigurable Technologies. https://doi.org/10.1145/3468044.3468058
bibtex: '@inproceedings{Meyer_2021, title={Towards Performance Characterization
of FPGAs in Context of HPC using OpenCL Benchmarks}, DOI={10.1145/3468044.3468058},
booktitle={Proceedings of the 11th International Symposium on Highly Efficient
Accelerators and Reconfigurable Technologies}, author={Meyer, Marius}, year={2021}
}'
chicago: Meyer, Marius. “Towards Performance Characterization of FPGAs in Context
of HPC Using OpenCL Benchmarks.” In Proceedings of the 11th International Symposium
on Highly Efficient Accelerators and Reconfigurable Technologies, 2021. https://doi.org/10.1145/3468044.3468058.
ieee: 'M. Meyer, “Towards Performance Characterization of FPGAs in Context of HPC
using OpenCL Benchmarks,” 2021, doi: 10.1145/3468044.3468058.'
mla: Meyer, Marius. “Towards Performance Characterization of FPGAs in Context of
HPC Using OpenCL Benchmarks.” Proceedings of the 11th International Symposium
on Highly Efficient Accelerators and Reconfigurable Technologies, 2021, doi:10.1145/3468044.3468058.
short: 'M. Meyer, in: Proceedings of the 11th International Symposium on Highly
Efficient Accelerators and Reconfigurable Technologies, 2021.'
date_created: 2021-11-10T14:42:17Z
date_updated: 2022-01-06T06:57:38Z
department:
- _id: '27'
doi: 10.1145/3468044.3468058
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the 11th International Symposium on Highly Efficient Accelerators
and Reconfigurable Technologies
publication_status: published
status: public
title: Towards Performance Characterization of FPGAs in Context of HPC using OpenCL
Benchmarks
type: conference
user_id: '40778'
year: '2021'
...
---
_id: '27366'
author:
- first_name: Elmar
full_name: Moritzer, Elmar
id: '20531'
last_name: Moritzer
- first_name: Felix
full_name: Hecker, Felix
id: '45537'
last_name: Hecker
citation:
ama: Moritzer E, Hecker F. Untersuchung der mechanischen Eigenschaften, Hintergründe
und weitere Entwicklungen im Kunststoff Freiformen. Jahresmagazin Kunststofftechnik.
2021:70-75.
apa: Moritzer, E., & Hecker, F. (2021). Untersuchung der mechanischen Eigenschaften,
Hintergründe und weitere Entwicklungen im Kunststoff Freiformen. Jahresmagazin
Kunststofftechnik, 70–75.
bibtex: '@article{Moritzer_Hecker_2021, title={Untersuchung der mechanischen Eigenschaften,
Hintergründe und weitere Entwicklungen im Kunststoff Freiformen}, journal={Jahresmagazin
Kunststofftechnik}, author={Moritzer, Elmar and Hecker, Felix}, year={2021}, pages={70–75}
}'
chicago: Moritzer, Elmar, and Felix Hecker. “Untersuchung der mechanischen Eigenschaften,
Hintergründe und weitere Entwicklungen im Kunststoff Freiformen.” Jahresmagazin
Kunststofftechnik, 2021.
ieee: E. Moritzer and F. Hecker, “Untersuchung der mechanischen Eigenschaften, Hintergründe
und weitere Entwicklungen im Kunststoff Freiformen,” Jahresmagazin Kunststofftechnik,
pp. 70–75, 2021.
mla: Moritzer, Elmar, and Felix Hecker. “Untersuchung der mechanischen Eigenschaften,
Hintergründe und weitere Entwicklungen im Kunststoff Freiformen.” Jahresmagazin
Kunststofftechnik, 2021, pp. 70–75.
short: E. Moritzer, F. Hecker, Jahresmagazin Kunststofftechnik (2021) 70–75.
date_created: 2021-11-11T09:07:46Z
date_updated: 2022-01-06T06:57:38Z
department:
- _id: '9'
- _id: '367'
- _id: '321'
- _id: '219'
- _id: '624'
language:
- iso: ger
main_file_link:
- url: https://institut-wv.de/wp-content/uploads/sites/9/2021/10/096-650_WAK-Kunststoff_2021_s.pdf
page: 70-75
publication: Jahresmagazin Kunststofftechnik
publication_date: 2021-10
publication_identifier:
unknown:
- 1618-8357
publication_status: published
status: public
title: Untersuchung der mechanischen Eigenschaften, Hintergründe und weitere Entwicklungen
im Kunststoff Freiformen
type: newspaper_article
user_id: '45537'
year: '2021'
...
---
_id: '27418'
author:
- first_name: Nils
full_name: Weidmann, Nils
id: '53103'
last_name: Weidmann
- first_name: Anthony
full_name: Anjorin, Anthony
last_name: Anjorin
citation:
ama: 'Weidmann N, Anjorin A. eMoflon: : Neo - Consistency and Model Management with
Graph Databases. In: Iovino L, Michael Kristensen L, eds. {STAF} 2021 Workshop
Proceedings: 9th International Workshop on Bidirectional Transformations, Joint
Workshop on Foundations and Practice of Visual Modeling and Data for Model-Driven
Engineering, International Workshop on {MDE} for Smart IoT Systems, 4th International
Workshop on (Meta)Modeling for Healthcare Systems, and 20th International Workshop
on {OCL} and Textual Modeling Co-Located with Software Technologies: Applications
and Foundations, Federation of Conferences {(STAF} 2021), Virtual Event / Bergen,
Norway, June 21-25, 2021. Vol 2999. {CEUR} Workshop Proceedings. CEUR-WS.org;
2021:54-64.'
apa: 'Weidmann, N., & Anjorin, A. (2021). eMoflon: : Neo - Consistency and Model
Management with Graph Databases. In L. Iovino & L. Michael Kristensen (Eds.),
{STAF} 2021 Workshop Proceedings: 9th International Workshop on Bidirectional
Transformations, Joint Workshop on Foundations and Practice of Visual Modeling
and Data for Model-Driven Engineering, International workshop on {MDE} for Smart
IoT Systems, 4th International Workshop on (Meta)Modeling for Healthcare Systems,
and 20th International Workshop on {OCL} and Textual Modeling co-located with
Software Technologies: Applications and Foundations, Federation of Conferences
{(STAF} 2021), Virtual Event / Bergen, Norway, June 21-25, 2021 (Vol. 2999,
pp. 54–64). CEUR-WS.org.'
bibtex: '@inproceedings{Weidmann_Anjorin_2021, series={{CEUR} Workshop Proceedings},
title={eMoflon: : Neo - Consistency and Model Management with Graph Databases},
volume={2999}, booktitle={{STAF} 2021 Workshop Proceedings: 9th International
Workshop on Bidirectional Transformations, Joint Workshop on Foundations and Practice
of Visual Modeling and Data for Model-Driven Engineering, International workshop
on {MDE} for Smart IoT Systems, 4th International Workshop on (Meta)Modeling for
Healthcare Systems, and 20th International Workshop on {OCL} and Textual Modeling
co-located with Software Technologies: Applications and Foundations, Federation
of Conferences {(STAF} 2021), Virtual Event / Bergen, Norway, June 21-25, 2021},
publisher={CEUR-WS.org}, author={Weidmann, Nils and Anjorin, Anthony}, editor={Iovino,
Ludovico and Michael Kristensen, Lars}, year={2021}, pages={54–64}, collection={{CEUR}
Workshop Proceedings} }'
chicago: 'Weidmann, Nils, and Anthony Anjorin. “EMoflon: : Neo - Consistency and
Model Management with Graph Databases.” In {STAF} 2021 Workshop Proceedings:
9th International Workshop on Bidirectional Transformations, Joint Workshop on
Foundations and Practice of Visual Modeling and Data for Model-Driven Engineering,
International Workshop on {MDE} for Smart IoT Systems, 4th International Workshop
on (Meta)Modeling for Healthcare Systems, and 20th International Workshop on {OCL}
and Textual Modeling Co-Located with Software Technologies: Applications and Foundations,
Federation of Conferences {(STAF} 2021), Virtual Event / Bergen, Norway, June
21-25, 2021, edited by Ludovico Iovino and Lars Michael Kristensen, 2999:54–64.
{CEUR} Workshop Proceedings. CEUR-WS.org, 2021.'
ieee: 'N. Weidmann and A. Anjorin, “eMoflon: : Neo - Consistency and Model Management
with Graph Databases,” in {STAF} 2021 Workshop Proceedings: 9th International
Workshop on Bidirectional Transformations, Joint Workshop on Foundations and Practice
of Visual Modeling and Data for Model-Driven Engineering, International workshop
on {MDE} for Smart IoT Systems, 4th International Workshop on (Meta)Modeling for
Healthcare Systems, and 20th International Workshop on {OCL} and Textual Modeling
co-located with Software Technologies: Applications and Foundations, Federation
of Conferences {(STAF} 2021), Virtual Event / Bergen, Norway, June 21-25, 2021,
2021, vol. 2999, pp. 54–64.'
mla: 'Weidmann, Nils, and Anthony Anjorin. “EMoflon: : Neo - Consistency and Model
Management with Graph Databases.” {STAF} 2021 Workshop Proceedings: 9th International
Workshop on Bidirectional Transformations, Joint Workshop on Foundations and Practice
of Visual Modeling and Data for Model-Driven Engineering, International Workshop
on {MDE} for Smart IoT Systems, 4th International Workshop on (Meta)Modeling for
Healthcare Systems, and 20th International Workshop on {OCL} and Textual Modeling
Co-Located with Software Technologies: Applications and Foundations, Federation
of Conferences {(STAF} 2021), Virtual Event / Bergen, Norway, June 21-25, 2021,
edited by Ludovico Iovino and Lars Michael Kristensen, vol. 2999, CEUR-WS.org,
2021, pp. 54–64.'
short: 'N. Weidmann, A. Anjorin, in: L. Iovino, L. Michael Kristensen (Eds.), {STAF}
2021 Workshop Proceedings: 9th International Workshop on Bidirectional Transformations,
Joint Workshop on Foundations and Practice of Visual Modeling and Data for Model-Driven
Engineering, International Workshop on {MDE} for Smart IoT Systems, 4th International
Workshop on (Meta)Modeling for Healthcare Systems, and 20th International Workshop
on {OCL} and Textual Modeling Co-Located with Software Technologies: Applications
and Foundations, Federation of Conferences {(STAF} 2021), Virtual Event / Bergen,
Norway, June 21-25, 2021, CEUR-WS.org, 2021, pp. 54–64.'
date_created: 2021-11-15T08:39:42Z
date_updated: 2022-01-06T06:57:39Z
department:
- _id: '28'
- _id: '66'
editor:
- first_name: Ludovico
full_name: Iovino, Ludovico
last_name: Iovino
- first_name: Lars
full_name: Michael Kristensen, Lars
last_name: Michael Kristensen
intvolume: ' 2999'
language:
- iso: eng
page: 54-64
publication: '{STAF} 2021 Workshop Proceedings: 9th International Workshop on Bidirectional
Transformations, Joint Workshop on Foundations and Practice of Visual Modeling and
Data for Model-Driven Engineering, International workshop on {MDE} for Smart IoT
Systems, 4th International Workshop on (Meta)Modeling for Healthcare Systems, and
20th International Workshop on {OCL} and Textual Modeling co-located with Software
Technologies: Applications and Foundations, Federation of Conferences {(STAF} 2021),
Virtual Event / Bergen, Norway, June 21-25, 2021'
publisher: CEUR-WS.org
series_title: '{CEUR} Workshop Proceedings'
status: public
title: 'eMoflon: : Neo - Consistency and Model Management with Graph Databases'
type: conference
user_id: '53103'
volume: 2999
year: '2021'
...
---
_id: '27479'
author:
- first_name: Kristina
full_name: Richts-Matthaei, Kristina
last_name: Richts-Matthaei
- first_name: Martin
full_name: Albrecht-Hohmaier, Martin
last_name: Albrecht-Hohmaier
- first_name: Daniel
full_name: Röwenstrunk, Daniel
last_name: Röwenstrunk
- first_name: Andreas
full_name: Münzmay, Andreas
last_name: Münzmay
citation:
ama: 'Richts-Matthaei K, Albrecht-Hohmaier M, Röwenstrunk D, Münzmay A. MEI Meets
NFDI4Culture. In: ; 2021.'
apa: Richts-Matthaei, K., Albrecht-Hohmaier, M., Röwenstrunk, D., & Münzmay,
A. (2021). MEI Meets NFDI4Culture. Music Encoding Conference 2021, Alicante,
Spain.
bibtex: '@inproceedings{Richts-Matthaei_Albrecht-Hohmaier_Röwenstrunk_Münzmay_2021,
title={MEI Meets NFDI4Culture}, author={Richts-Matthaei, Kristina and Albrecht-Hohmaier,
Martin and Röwenstrunk, Daniel and Münzmay, Andreas}, year={2021} }'
chicago: Richts-Matthaei, Kristina, Martin Albrecht-Hohmaier, Daniel Röwenstrunk,
and Andreas Münzmay. “MEI Meets NFDI4Culture,” 2021.
ieee: K. Richts-Matthaei, M. Albrecht-Hohmaier, D. Röwenstrunk, and A. Münzmay,
“MEI Meets NFDI4Culture,” presented at the Music Encoding Conference 2021, Alicante,
Spain, 2021.
mla: Richts-Matthaei, Kristina, et al. MEI Meets NFDI4Culture. 2021.
short: 'K. Richts-Matthaei, M. Albrecht-Hohmaier, D. Röwenstrunk, A. Münzmay, in:
2021.'
conference:
end_date: 2021-07-22
location: Alicante, Spain
name: Music Encoding Conference 2021
start_date: 2021-07-19
date_created: 2021-11-15T14:08:23Z
date_updated: 2022-01-06T06:57:40Z
department:
- _id: '233'
language:
- iso: eng
status: public
title: MEI Meets NFDI4Culture
type: conference
user_id: '439'
year: '2021'
...
---
_id: '27528'
abstract:
- lang: eng
text: Inhalt Additive Fertigungsverfahren bieten große Vorteile in der Bauteilgestaltung,
können aufgrund ihrer Verfahrenseigenschaften aber auch zu einer Erhöhung der
Bauteilfunktionalität beitragen. Mit dem Laser-Strahlschmelzen lassen sich Partikeldämpfer
direkt im Fertigungsprozess in die Bauteile integrieren und an die vorliegenden
Randbedingungen anpassen. Hierzu wird eine experimentelle Methode basierend auf
der komplexen mechanischen Leistung vorgestellt. Aus Kennfeldern werden für unterschiedliche
geometrische Einflüsse erste Konstruktionsregeln abgeleitet, die in der Anwendung
im Konstruktionsprozess als eine Hilfestellung zur Erhöhung der Bauteildämpfung
zur Reduzierung unerwünschter Schwingungen dienen.
author:
- first_name: Thomas
full_name: Künneke, Thomas
id: '13226'
last_name: Künneke
- first_name: Detmar
full_name: Zimmer, Detmar
id: '604'
last_name: Zimmer
citation:
ama: Künneke T, Zimmer D. Konstruktionsregeln für additiv gefertigte Partikeldämpfer/Design
rules for additive manufactured particle dampers. Konstruktion. Published
online 2021:72-78. doi:10.37544/0720-5953-2021-11-12-72
apa: Künneke, T., & Zimmer, D. (2021). Konstruktionsregeln für additiv gefertigte
Partikeldämpfer/Design rules for additive manufactured particle dampers. Konstruktion,
72–78. https://doi.org/10.37544/0720-5953-2021-11-12-72
bibtex: '@article{Künneke_Zimmer_2021, title={Konstruktionsregeln für additiv gefertigte
Partikeldämpfer/Design rules for additive manufactured particle dampers}, DOI={10.37544/0720-5953-2021-11-12-72},
journal={Konstruktion}, author={Künneke, Thomas and Zimmer, Detmar}, year={2021},
pages={72–78} }'
chicago: Künneke, Thomas, and Detmar Zimmer. “Konstruktionsregeln Für Additiv Gefertigte
Partikeldämpfer/Design Rules for Additive Manufactured Particle Dampers.” Konstruktion,
2021, 72–78. https://doi.org/10.37544/0720-5953-2021-11-12-72.
ieee: 'T. Künneke and D. Zimmer, “Konstruktionsregeln für additiv gefertigte Partikeldämpfer/Design
rules for additive manufactured particle dampers,” Konstruktion, pp. 72–78,
2021, doi: 10.37544/0720-5953-2021-11-12-72.'
mla: Künneke, Thomas, and Detmar Zimmer. “Konstruktionsregeln Für Additiv Gefertigte
Partikeldämpfer/Design Rules for Additive Manufactured Particle Dampers.” Konstruktion,
2021, pp. 72–78, doi:10.37544/0720-5953-2021-11-12-72.
short: T. Künneke, D. Zimmer, Konstruktion (2021) 72–78.
date_created: 2021-11-17T15:51:29Z
date_updated: 2022-01-06T06:57:40Z
department:
- _id: '146'
- _id: '624'
doi: 10.37544/0720-5953-2021-11-12-72
language:
- iso: eng
page: 72-78
publication: Konstruktion
publication_identifier:
issn:
- 0720-5953
publication_status: published
status: public
title: Konstruktionsregeln für additiv gefertigte Partikeldämpfer/Design rules for
additive manufactured particle dampers
type: journal_article
user_id: '13226'
year: '2021'
...
---
_id: '21004'
abstract:
- lang: eng
text: 'Automated machine learning (AutoML) supports the algorithmic construction
and data-specific customization of machine learning pipelines, including the selection,
combination, and parametrization of machine learning algorithms as main constituents.
Generally speaking, AutoML approaches comprise two major components: a search
space model and an optimizer for traversing the space. Recent approaches have
shown impressive results in the realm of supervised learning, most notably (single-label)
classification (SLC). Moreover, first attempts at extending these approaches towards
multi-label classification (MLC) have been made. While the space of candidate
pipelines is already huge in SLC, the complexity of the search space is raised
to an even higher power in MLC. One may wonder, therefore, whether and to what
extent optimizers established for SLC can scale to this increased complexity,
and how they compare to each other. This paper makes the following contributions:
First, we survey existing approaches to AutoML for MLC. Second, we augment these
approaches with optimizers not previously tried for MLC. Third, we propose a benchmarking
framework that supports a fair and systematic comparison. Fourth, we conduct an
extensive experimental study, evaluating the methods on a suite of MLC problems.
We find a grammar-based best-first search to compare favorably to other optimizers.'
author:
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Felix
full_name: Mohr, Felix
last_name: Mohr
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Wever MD, Tornede A, Mohr F, Hüllermeier E. AutoML for Multi-Label Classification:
Overview and Empirical Evaluation. IEEE Transactions on Pattern Analysis and
Machine Intelligence. Published online 2021:1-1. doi:10.1109/tpami.2021.3051276'
apa: 'Wever, M. D., Tornede, A., Mohr, F., & Hüllermeier, E. (2021). AutoML
for Multi-Label Classification: Overview and Empirical Evaluation. IEEE Transactions
on Pattern Analysis and Machine Intelligence, 1–1. https://doi.org/10.1109/tpami.2021.3051276'
bibtex: '@article{Wever_Tornede_Mohr_Hüllermeier_2021, title={AutoML for Multi-Label
Classification: Overview and Empirical Evaluation}, DOI={10.1109/tpami.2021.3051276},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, author={Wever,
Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke},
year={2021}, pages={1–1} }'
chicago: 'Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier.
“AutoML for Multi-Label Classification: Overview and Empirical Evaluation.” IEEE
Transactions on Pattern Analysis and Machine Intelligence, 2021, 1–1. https://doi.org/10.1109/tpami.2021.3051276.'
ieee: 'M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “AutoML for Multi-Label
Classification: Overview and Empirical Evaluation,” IEEE Transactions on Pattern
Analysis and Machine Intelligence, pp. 1–1, 2021, doi: 10.1109/tpami.2021.3051276.'
mla: 'Wever, Marcel Dominik, et al. “AutoML for Multi-Label Classification: Overview
and Empirical Evaluation.” IEEE Transactions on Pattern Analysis and Machine
Intelligence, 2021, pp. 1–1, doi:10.1109/tpami.2021.3051276.'
short: M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, IEEE Transactions on Pattern
Analysis and Machine Intelligence (2021) 1–1.
date_created: 2021-01-16T14:48:13Z
date_updated: 2022-01-06T06:54:42Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
doi: 10.1109/tpami.2021.3051276
keyword:
- Automated Machine Learning
- Multi Label Classification
- Hierarchical Planning
- Bayesian Optimization
language:
- iso: eng
page: 1-1
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_identifier:
issn:
- 0162-8828
- 2160-9292
- 1939-3539
publication_status: published
status: public
title: 'AutoML for Multi-Label Classification: Overview and Empirical Evaluation'
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21092'
abstract:
- lang: eng
text: "Automated Machine Learning (AutoML) seeks to automatically find so-called
machine learning pipelines that maximize the prediction performance when being
used to train a model on a given dataset. One of the main and yet open challenges
in AutoML is an effective use of computational resources: An AutoML process involves
the evaluation of many candidate pipelines, which are costly but often ineffective
because they are canceled due to a timeout.\r\nIn this paper, we present an approach
to predict the runtime of two-step machine learning pipelines with up to one pre-processor,
which can be used to anticipate whether or not a pipeline will time out. Separate
runtime models are trained offline for each algorithm that may be used in a pipeline,
and an overall prediction is derived from these models. We empirically show that
the approach increases successful evaluations made by an AutoML tool while preserving
or even improving on the previously best solutions."
author:
- first_name: Felix
full_name: Mohr, Felix
last_name: Mohr
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: Mohr F, Wever MD, Tornede A, Hüllermeier E. Predicting Machine Learning Pipeline
Runtimes in the Context of Automated Machine Learning. IEEE Transactions on
Pattern Analysis and Machine Intelligence.
apa: Mohr, F., Wever, M. D., Tornede, A., & Hüllermeier, E. (n.d.). Predicting
Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.
IEEE Transactions on Pattern Analysis and Machine Intelligence.
bibtex: '@article{Mohr_Wever_Tornede_Hüllermeier, title={Predicting Machine Learning
Pipeline Runtimes in the Context of Automated Machine Learning}, journal={IEEE
Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE},
author={Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier,
Eyke} }'
chicago: Mohr, Felix, Marcel Dominik Wever, Alexander Tornede, and Eyke Hüllermeier.
“Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
Learning.” IEEE Transactions on Pattern Analysis and Machine Intelligence,
n.d.
ieee: F. Mohr, M. D. Wever, A. Tornede, and E. Hüllermeier, “Predicting Machine
Learning Pipeline Runtimes in the Context of Automated Machine Learning,” IEEE
Transactions on Pattern Analysis and Machine Intelligence.
mla: Mohr, Felix, et al. “Predicting Machine Learning Pipeline Runtimes in the Context
of Automated Machine Learning.” IEEE Transactions on Pattern Analysis and Machine
Intelligence, IEEE.
short: F. Mohr, M.D. Wever, A. Tornede, E. Hüllermeier, IEEE Transactions on Pattern
Analysis and Machine Intelligence (n.d.).
date_created: 2021-01-27T13:45:52Z
date_updated: 2022-01-06T06:54:45Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
publication_status: accepted
publisher: IEEE
status: public
title: Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine
Learning
type: journal_article
user_id: '5786'
year: '2021'
...
---
_id: '21125'
author:
- first_name: Michael
full_name: Kismann, Michael
last_name: Kismann
- first_name: Dr. Thomas
full_name: Riedl, Dr. Thomas
last_name: Riedl
- first_name: Prof. Dr. Jörg KN
full_name: Lindner, Prof. Dr. Jörg KN
last_name: Lindner
citation:
ama: Kismann M, Riedl DT, Lindner PDJK. Ordered arrays of Si nanopillars with alternating
diameters fabricated by nanosphere lithography and metal-assisted chemical etching.
Materials Science in Semiconductor Processing. 2021.
apa: Kismann, M., Riedl, D. T., & Lindner, P. D. J. K. (2021). Ordered arrays
of Si nanopillars with alternating diameters fabricated by nanosphere lithography
and metal-assisted chemical etching. Materials Science in Semiconductor Processing.
bibtex: '@article{Kismann_Riedl_Lindner_2021, title={Ordered arrays of Si nanopillars
with alternating diameters fabricated by nanosphere lithography and metal-assisted
chemical etching}, journal={Materials Science in Semiconductor Processing}, author={Kismann,
Michael and Riedl, Dr. Thomas and Lindner, Prof. Dr. Jörg KN}, year={2021} }'
chicago: Kismann, Michael, Dr. Thomas Riedl, and Prof. Dr. Jörg KN Lindner. “Ordered
Arrays of Si Nanopillars with Alternating Diameters Fabricated by Nanosphere Lithography
and Metal-Assisted Chemical Etching.” Materials Science in Semiconductor Processing,
2021.
ieee: M. Kismann, D. T. Riedl, and P. D. J. K. Lindner, “Ordered arrays of Si nanopillars
with alternating diameters fabricated by nanosphere lithography and metal-assisted
chemical etching,” Materials Science in Semiconductor Processing, 2021.
mla: Kismann, Michael, et al. “Ordered Arrays of Si Nanopillars with Alternating
Diameters Fabricated by Nanosphere Lithography and Metal-Assisted Chemical Etching.”
Materials Science in Semiconductor Processing, 2021.
short: M. Kismann, D.T. Riedl, P.D.J.K. Lindner, Materials Science in Semiconductor
Processing (2021).
date_created: 2021-02-02T16:41:11Z
date_updated: 2022-01-06T06:54:46Z
department:
- _id: '286'
- _id: '15'
- _id: '321'
- _id: '9'
language:
- iso: eng
publication: Materials Science in Semiconductor Processing
status: public
title: Ordered arrays of Si nanopillars with alternating diameters fabricated by nanosphere
lithography and metal-assisted chemical etching
type: journal_article
user_id: '77496'
year: '2021'
...
---
_id: '21326'
author:
- first_name: Jörg
full_name: Holtmann, Jörg
id: '3875'
last_name: Holtmann
orcid: 0000-0001-6141-4571
- first_name: Jan-Phillipp
full_name: Steghöfer, Jan-Phillipp
last_name: Steghöfer
- first_name: Michael
full_name: Rath, Michael
last_name: Rath
- first_name: David
full_name: Schmelter, David
id: '40982'
last_name: Schmelter
orcid: 0000-0001-7787-5380
citation:
ama: 'Holtmann J, Steghöfer J-P, Rath M, Schmelter D. Cutting through the Jungle:
Disambiguating Model-based Traceability Terminology (Extended Abstract). In: Koziolek
A, Schaefer I, Seidl C, eds. Software Engineering 2021. Vol P-310. Lecture
Notes in Informatics (LNI). ; 2021:59-60. doi:10.18420/SE2021_18'
apa: 'Holtmann, J., Steghöfer, J.-P., Rath, M., & Schmelter, D. (2021). Cutting
through the Jungle: Disambiguating Model-based Traceability Terminology (Extended
Abstract). In A. Koziolek, I. Schaefer, & C. Seidl (Eds.), Software Engineering
2021 (Vol. P-310, pp. 59–60). Remote / Braunschweig, Germany . https://doi.org/10.18420/SE2021_18'
bibtex: '@inproceedings{Holtmann_Steghöfer_Rath_Schmelter_2021, series={Lecture
Notes in Informatics (LNI)}, title={Cutting through the Jungle: Disambiguating
Model-based Traceability Terminology (Extended Abstract)}, volume={P-310}, DOI={10.18420/SE2021_18}, booktitle={Software
Engineering 2021}, author={Holtmann, Jörg and Steghöfer, Jan-Phillipp and Rath,
Michael and Schmelter, David}, editor={Koziolek, Anne and Schaefer, Ina and Seidl,
ChristophEditors}, year={2021}, pages={59–60}, collection={Lecture Notes in Informatics
(LNI)} }'
chicago: 'Holtmann, Jörg, Jan-Phillipp Steghöfer, Michael Rath, and David Schmelter.
“Cutting through the Jungle: Disambiguating Model-Based Traceability Terminology
(Extended Abstract).” In Software Engineering 2021, edited by Anne Koziolek,
Ina Schaefer, and Christoph Seidl, P-310:59–60. Lecture Notes in Informatics (LNI),
2021. https://doi.org/10.18420/SE2021_18.'
ieee: 'J. Holtmann, J.-P. Steghöfer, M. Rath, and D. Schmelter, “Cutting through
the Jungle: Disambiguating Model-based Traceability Terminology (Extended Abstract),”
in Software Engineering 2021, Remote / Braunschweig, Germany , 2021, vol.
P-310, pp. 59–60.'
mla: 'Holtmann, Jörg, et al. “Cutting through the Jungle: Disambiguating Model-Based
Traceability Terminology (Extended Abstract).” Software Engineering 2021,
edited by Anne Koziolek et al., vol. P-310, 2021, pp. 59–60, doi:10.18420/SE2021_18.'
short: 'J. Holtmann, J.-P. Steghöfer, M. Rath, D. Schmelter, in: A. Koziolek, I.
Schaefer, C. Seidl (Eds.), Software Engineering 2021, 2021, pp. 59–60.'
conference:
end_date: 2021-02-26
location: 'Remote / Braunschweig, Germany '
name: Software Engineering 2021
start_date: 2021-02-22
date_created: 2021-03-01T09:36:39Z
date_updated: 2022-01-06T06:54:54Z
ddc:
- '000'
department:
- _id: '241'
- _id: '662'
doi: 10.18420/SE2021_18
editor:
- first_name: Anne
full_name: Koziolek, Anne
last_name: Koziolek
- first_name: Ina
full_name: Schaefer, Ina
last_name: Schaefer
- first_name: Christoph
full_name: Seidl, Christoph
last_name: Seidl
file:
- access_level: closed
content_type: application/pdf
creator: chrome
date_created: 2021-03-01T09:34:38Z
date_updated: 2021-03-01T09:34:38Z
file_id: '21329'
file_name: HSRS21.pdf
file_size: 148240
relation: main_file
success: 1
file_date_updated: 2021-03-01T09:34:38Z
has_accepted_license: '1'
language:
- iso: eng
page: 59-60
publication: Software Engineering 2021
publication_identifier:
eisbn:
- 978-3-88579-704-3
series_title: Lecture Notes in Informatics (LNI)
status: public
title: 'Cutting through the Jungle: Disambiguating Model-based Traceability Terminology
(Extended Abstract)'
type: conference
user_id: '40982'
volume: P-310
year: '2021'
...
---
_id: '21374'
abstract:
- lang: eng
text: A dark-field scanning transmission ion microscopy detector was designed
for the helium ion microscope. The detection principle is based on a secondary
electron conversion holder with an exchangeable aperture strip allowing its acceptance
angle to be tuned from 3 to 98 mrad. The contrast mechanism and performance were
investigated using freestanding nanometer-thin carbon membranes. The results demonstrate
that the detector can be optimized either for most efficient signal collection
or for maximum image contrast. The designed setup allows for the imaging of thin
low-density materials that otherwise provide little signal or contrast and for
a clear end-point detection in the fabrication of nanopores. In addition, the
detector is able to determine the thickness of membranes with sub-nanometer precision
by quantitatively evaluating the image signal and comparing the results with Monte
Carlo simulations. The thickness determined by the dark-field transmission detector
is compared to X-ray photoelectron spectroscopy and energy-filtered transmission
electron microscopy measurements.
author:
- first_name: Daniel
full_name: Emmrich, Daniel
last_name: Emmrich
- first_name: Annalena
full_name: Wolff, Annalena
last_name: Wolff
- first_name: Nikolaus
full_name: Meyerbröker, Nikolaus
last_name: Meyerbröker
- first_name: Jörg
full_name: Lindner, Jörg
id: '20797'
last_name: Lindner
- first_name: André
full_name: Beyer, André
last_name: Beyer
- first_name: Armin
full_name: Gölzhäuser, Armin
last_name: Gölzhäuser
citation:
ama: Emmrich D, Wolff A, Meyerbröker N, Lindner J, Beyer A, Gölzhäuser A. Scanning
transmission helium ion microscopy on carbon nanomembranes. Beilstein Journal
of Nanotechnology. 2021:222-231. doi:10.3762/bjnano.12.18
apa: Emmrich, D., Wolff, A., Meyerbröker, N., Lindner, J., Beyer, A., & Gölzhäuser,
A. (2021). Scanning transmission helium ion microscopy on carbon nanomembranes.
Beilstein Journal of Nanotechnology, 222–231. https://doi.org/10.3762/bjnano.12.18
bibtex: '@article{Emmrich_Wolff_Meyerbröker_Lindner_Beyer_Gölzhäuser_2021, title={Scanning
transmission helium ion microscopy on carbon nanomembranes}, DOI={10.3762/bjnano.12.18},
journal={Beilstein Journal of Nanotechnology}, author={Emmrich, Daniel and Wolff,
Annalena and Meyerbröker, Nikolaus and Lindner, Jörg and Beyer, André and Gölzhäuser,
Armin}, year={2021}, pages={222–231} }'
chicago: Emmrich, Daniel, Annalena Wolff, Nikolaus Meyerbröker, Jörg Lindner, André
Beyer, and Armin Gölzhäuser. “Scanning Transmission Helium Ion Microscopy on Carbon
Nanomembranes.” Beilstein Journal of Nanotechnology, 2021, 222–31. https://doi.org/10.3762/bjnano.12.18.
ieee: D. Emmrich, A. Wolff, N. Meyerbröker, J. Lindner, A. Beyer, and A. Gölzhäuser,
“Scanning transmission helium ion microscopy on carbon nanomembranes,” Beilstein
Journal of Nanotechnology, pp. 222–231, 2021.
mla: Emmrich, Daniel, et al. “Scanning Transmission Helium Ion Microscopy on Carbon
Nanomembranes.” Beilstein Journal of Nanotechnology, 2021, pp. 222–31,
doi:10.3762/bjnano.12.18.
short: D. Emmrich, A. Wolff, N. Meyerbröker, J. Lindner, A. Beyer, A. Gölzhäuser,
Beilstein Journal of Nanotechnology (2021) 222–231.
date_created: 2021-03-04T10:12:59Z
date_updated: 2022-01-06T06:54:57Z
department:
- _id: '286'
- _id: '321'
- _id: '15'
- _id: '9'
doi: 10.3762/bjnano.12.18
language:
- iso: eng
page: 222-231
publication: Beilstein Journal of Nanotechnology
publication_identifier:
issn:
- 2190-4286
publication_status: published
status: public
title: Scanning transmission helium ion microscopy on carbon nanomembranes
type: journal_article
user_id: '77496'
year: '2021'
...
---
_id: '21442'
author:
- first_name: Steffen Rainer
full_name: Tinkloh, Steffen Rainer
id: '72722'
last_name: Tinkloh
- first_name: Tao
full_name: Wu, Tao
last_name: Wu
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
- first_name: Thomas
full_name: Niendorf, Thomas
last_name: Niendorf
citation:
ama: 'Tinkloh SR, Wu T, Tröster T, Niendorf T. Development of a submodel technique
for FFT-based solvers in micromechanical analysis. In: ; 2021.'
apa: Tinkloh, S. R., Wu, T., Tröster, T., & Niendorf, T. (2021). Development
of a submodel technique for FFT-based solvers in micromechanical analysis. Presented
at the 2nd International Conference on Theoretical, Analytical and Computational
Methods for Composite Materials and Composite Structures (online).
bibtex: '@inproceedings{Tinkloh_Wu_Tröster_Niendorf_2021, title={Development of
a submodel technique for FFT-based solvers in micromechanical analysis}, author={Tinkloh,
Steffen Rainer and Wu, Tao and Tröster, Thomas and Niendorf, Thomas}, year={2021}
}'
chicago: Tinkloh, Steffen Rainer, Tao Wu, Thomas Tröster, and Thomas Niendorf. “Development
of a Submodel Technique for FFT-Based Solvers in Micromechanical Analysis,” 2021.
ieee: S. R. Tinkloh, T. Wu, T. Tröster, and T. Niendorf, “Development of a submodel
technique for FFT-based solvers in micromechanical analysis,” presented at the
2nd International Conference on Theoretical, Analytical and Computational Methods
for Composite Materials and Composite Structures (online), 2021.
mla: Tinkloh, Steffen Rainer, et al. Development of a Submodel Technique for
FFT-Based Solvers in Micromechanical Analysis. 2021.
short: 'S.R. Tinkloh, T. Wu, T. Tröster, T. Niendorf, in: 2021.'
conference:
end_date: 2021-03-07
name: 2nd International Conference on Theoretical, Analytical and Computational
Methods for Composite Materials and Composite Structures (online)
start_date: 2021-03-05
date_created: 2021-03-11T09:29:55Z
date_updated: 2022-01-06T06:54:59Z
ddc:
- '620'
department:
- _id: '9'
- _id: '321'
- _id: '149'
keyword:
- Micromechanics
- Fast Fourier Transform (FFT)
- Reduced Order Modelling
- Homogenization
language:
- iso: eng
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: Development of a submodel technique for FFT-based solvers in micromechanical
analysis
type: conference_abstract
user_id: '72722'
year: '2021'
...
---
_id: '21569'
abstract:
- lang: eng
text: Die kontinuierliche Weiterentwicklung des eigenen Geschäftsmodells ist für
eine Organisation von entscheidender Bedeutung, um wettbewerbsfähig und somit
nachhaltig erfolgreich zu bleiben. Während für die Entwicklung neuer Geschäftsmodelle
häufig Workshops und einfache Software-Tools zur Visualisierung genutzt werden,
wurden in der Forschung bereits erste Ansätze von datengetriebener Geschäftsmodellentwicklung
(GME) vorgestellt. Diese Ansätze nutzen dabei Daten, Informationen oder auch Wissen
aus internen und externen Unternehmensquellen, um den GME-Prozess zu unterstützen.
Innerhalb dieses Beitrags zeigen wir einige Ansätze aus der aktuellen Literatur
und analysieren wie ihre Datennutzung den GME-Prozess unterstützt. Weiterhin stellen
wir mit dem BMDL Feature Modeler ein Tool vor, welches den GME-Prozess mit Expertenwissen
unterstützt.
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: 'Gottschalk S, Yigitbas E. Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung. Vol 1. Gesellschaft
für Informatik; 2021.'
apa: 'Gottschalk, S., & Yigitbas, E. (2021). Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung
(Vol. 1). Gesellschaft für Informatik.'
bibtex: '@book{Gottschalk_Yigitbas_2021, series={WI-MAW-Rundbrief}, title={Von datenbasierter
zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick über Software-Tools
und deren Datennutzung}, volume={1}, publisher={Gesellschaft für Informatik},
author={Gottschalk, Sebastian and Yigitbas, Enes}, year={2021}, collection={WI-MAW-Rundbrief}
}'
chicago: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1. WI-MAW-Rundbrief. Gesellschaft für Informatik, 2021.'
ieee: 'S. Gottschalk and E. Yigitbas, Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung,
vol. 1. Gesellschaft für Informatik, 2021.'
mla: 'Gottschalk, Sebastian, and Enes Yigitbas. Von datenbasierter zu datengetriebener
Geschäftsmodellentwicklung: Ein Überblick über Software-Tools und deren Datennutzung.
Vol. 1, Gesellschaft für Informatik, 2021.'
short: 'S. Gottschalk, E. Yigitbas, Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung:
Ein Überblick über Software-Tools und deren Datennutzung, Gesellschaft für Informatik,
2021.'
date_created: 2021-03-25T10:02:18Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '66'
- _id: '534'
intvolume: ' 1'
language:
- iso: ger
main_file_link:
- open_access: '1'
url: https://fa-wi-maw.gi.de/fileadmin/FA/WI-MAW/Rundbriefe/3037624_GI_45_Rundbrief_JG27.pdf
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication_identifier:
unknown:
- 1610-5753
publisher: Gesellschaft für Informatik
series_title: WI-MAW-Rundbrief
status: public
title: 'Von datenbasierter zu datengetriebener Geschäftsmodellentwicklung: Ein Überblick
über Software-Tools und deren Datennutzung'
type: report
user_id: '47208'
volume: 1
year: '2021'
...
---
_id: '21570'
author:
- first_name: Tanja
full_name: Tornede, Tanja
id: '40795'
last_name: Tornede
- first_name: Alexander
full_name: Tornede, Alexander
id: '38209'
last_name: Tornede
- first_name: Marcel Dominik
full_name: Wever, Marcel Dominik
id: '33176'
last_name: Wever
orcid: ' https://orcid.org/0000-0001-9782-6818'
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Tornede T, Tornede A, Wever MD, Hüllermeier E. Coevolution of Remaining Useful
Lifetime Estimation Pipelines for Automated Predictive Maintenance. In: Proceedings
of the Genetic and Evolutionary Computation Conference. ; 2021.'
apa: Tornede, T., Tornede, A., Wever, M. D., & Hüllermeier, E. (2021). Coevolution
of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance.
Proceedings of the Genetic and Evolutionary Computation Conference. Genetic
and Evolutionary Computation Conference.
bibtex: '@inproceedings{Tornede_Tornede_Wever_Hüllermeier_2021, title={Coevolution
of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference},
author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier,
Eyke}, year={2021} }'
chicago: Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier.
“Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated Predictive
Maintenance.” In Proceedings of the Genetic and Evolutionary Computation Conference,
2021.
ieee: T. Tornede, A. Tornede, M. D. Wever, and E. Hüllermeier, “Coevolution of Remaining
Useful Lifetime Estimation Pipelines for Automated Predictive Maintenance,” presented
at the Genetic and Evolutionary Computation Conference, 2021.
mla: Tornede, Tanja, et al. “Coevolution of Remaining Useful Lifetime Estimation
Pipelines for Automated Predictive Maintenance.” Proceedings of the Genetic
and Evolutionary Computation Conference, 2021.
short: 'T. Tornede, A. Tornede, M.D. Wever, E. Hüllermeier, in: Proceedings of the
Genetic and Evolutionary Computation Conference, 2021.'
conference:
end_date: 2021-07-14
name: Genetic and Evolutionary Computation Conference
start_date: 2021-07-10
date_created: 2021-03-26T09:14:19Z
date_updated: 2022-01-06T06:55:06Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '10'
name: SFB 901 - Subproject B2
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the Genetic and Evolutionary Computation Conference
status: public
title: Coevolution of Remaining Useful Lifetime Estimation Pipelines for Automated
Predictive Maintenance
type: conference
user_id: '5786'
year: '2021'
...
---
_id: '21631'
abstract:
- lang: eng
text: Secret sharing is a well-established cryptographic primitive for storing
highly sensitive information like encryption keys for encoded data. It describes
the problem of splitting a secret into different shares, without revealing any
information to its shareholders. Here, we demonstrate an all-optical solution
for secret sharing based on metasurface holography. In our concept, metasurface
holograms are used as spatially separable shares that carry encrypted messages
in the form of holographic images. Two of these shares can be recombined by bringing
them close together. Light passing through this stack of metasurfaces accumulates
the phase shift of both holograms and optically reconstructs the secret with high
fidelity. In addition, the hologram generated by each single metasurface can uniquely
identify its shareholder. Furthermore, we demonstrate that the inherent translational
alignment sensitivity between two stacked metasurface holograms can be used for
spatial multiplexing, which can be further extended to realize optical rulers.
article_number: eabf9718
article_type: original
author:
- first_name: Philip
full_name: Georgi, Philip
last_name: Georgi
- first_name: Qunshuo
full_name: Wei, Qunshuo
last_name: Wei
- first_name: Basudeb
full_name: Sain, Basudeb
last_name: Sain
- first_name: Christian
full_name: Schlickriede, Christian
id: '59792'
last_name: Schlickriede
- first_name: Yongtian
full_name: Wang, Yongtian
last_name: Wang
- first_name: Lingling
full_name: Huang, Lingling
last_name: Huang
- first_name: Thomas
full_name: Zentgraf, Thomas
id: '30525'
last_name: Zentgraf
orcid: 0000-0002-8662-1101
citation:
ama: Georgi P, Wei Q, Sain B, et al. Optical secret sharing with cascaded metasurface
holography. Science Advances. 2021;7(16). doi:10.1126/sciadv.abf9718
apa: Georgi, P., Wei, Q., Sain, B., Schlickriede, C., Wang, Y., Huang, L., &
Zentgraf, T. (2021). Optical secret sharing with cascaded metasurface holography.
Science Advances, 7(16). https://doi.org/10.1126/sciadv.abf9718
bibtex: '@article{Georgi_Wei_Sain_Schlickriede_Wang_Huang_Zentgraf_2021, title={Optical
secret sharing with cascaded metasurface holography}, volume={7}, DOI={10.1126/sciadv.abf9718},
number={16eabf9718}, journal={Science Advances}, author={Georgi, Philip and Wei,
Qunshuo and Sain, Basudeb and Schlickriede, Christian and Wang, Yongtian and Huang,
Lingling and Zentgraf, Thomas}, year={2021} }'
chicago: Georgi, Philip, Qunshuo Wei, Basudeb Sain, Christian Schlickriede, Yongtian
Wang, Lingling Huang, and Thomas Zentgraf. “Optical Secret Sharing with Cascaded
Metasurface Holography.” Science Advances 7, no. 16 (2021). https://doi.org/10.1126/sciadv.abf9718.
ieee: P. Georgi et al., “Optical secret sharing with cascaded metasurface
holography,” Science Advances, vol. 7, no. 16, 2021.
mla: Georgi, Philip, et al. “Optical Secret Sharing with Cascaded Metasurface Holography.”
Science Advances, vol. 7, no. 16, eabf9718, 2021, doi:10.1126/sciadv.abf9718.
short: P. Georgi, Q. Wei, B. Sain, C. Schlickriede, Y. Wang, L. Huang, T. Zentgraf,
Science Advances 7 (2021).
date_created: 2021-04-16T08:08:49Z
date_updated: 2022-01-06T06:55:08Z
department:
- _id: '15'
- _id: '230'
- _id: '289'
- _id: '623'
doi: 10.1126/sciadv.abf9718
intvolume: ' 7'
issue: '16'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://advances.sciencemag.org/content/7/16/eabf9718
oa: '1'
publication: Science Advances
publication_identifier:
issn:
- 2375-2548
publication_status: published
quality_controlled: '1'
status: public
title: Optical secret sharing with cascaded metasurface holography
type: journal_article
user_id: '30525'
volume: 7
year: '2021'
...
---
_id: '21639'
abstract:
- lang: eng
text: 'The development of effective business models is an essential task in highly
competitive markets like mobile ecosystems. Existing development methods for these
business models do not specifically focus that the development process profoundly
depends on the situation (e.g., market size, regulations) of the mobile app developer.
Here, a mismatch between method and situation can lead to poor resource management
and longer development cycles. In software engineering, situational method engineering
is used for software projects to configure a development method out of a method
repository based on the project situation. Analogously, we support creating situation-specific
business model development methods with a method base and new user roles. Here,
the method engineer obtains the knowledge of the domain expert and stores it in
the method base as elements, building blocks, and patterns. The expert knowledge
is derived from a grey literature review on mobile development processes. After
this, the method engineer constructs the development method based on the described
situation of the business developer. We provide an open-source tool and evaluate
it by constructing a local event platform''s business model development method. '
author:
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Alexander
full_name: Nowosad, Alexander
last_name: Nowosad
- first_name: Gregor
full_name: Engels, Gregor
last_name: Engels
citation:
ama: 'Gottschalk S, Yigitbas E, Nowosad A, Engels G. Situation-specific Business
Model Development Methods for Mobile App Developers. In: Enterprise, Business-Process
and Information Systems Modeling. Springer; 2021. doi:10.1007/978-3-030-79186-5_17'
apa: Gottschalk, S., Yigitbas, E., Nowosad, A., & Engels, G. (2021). Situation-specific
Business Model Development Methods for Mobile App Developers. In Enterprise,
Business-Process and Information Systems Modeling. Springer. https://doi.org/10.1007/978-3-030-79186-5_17
bibtex: '@inproceedings{Gottschalk_Yigitbas_Nowosad_Engels_2021, title={Situation-specific
Business Model Development Methods for Mobile App Developers}, DOI={10.1007/978-3-030-79186-5_17},
booktitle={Enterprise, Business-Process and Information Systems Modeling}, publisher={Springer},
author={Gottschalk, Sebastian and Yigitbas, Enes and Nowosad, Alexander and Engels,
Gregor}, year={2021} }'
chicago: Gottschalk, Sebastian, Enes Yigitbas, Alexander Nowosad, and Gregor Engels.
“Situation-Specific Business Model Development Methods for Mobile App Developers.”
In Enterprise, Business-Process and Information Systems Modeling. Springer,
2021. https://doi.org/10.1007/978-3-030-79186-5_17.
ieee: S. Gottschalk, E. Yigitbas, A. Nowosad, and G. Engels, “Situation-specific
Business Model Development Methods for Mobile App Developers,” in Enterprise,
Business-Process and Information Systems Modeling, 2021.
mla: Gottschalk, Sebastian, et al. “Situation-Specific Business Model Development
Methods for Mobile App Developers.” Enterprise, Business-Process and Information
Systems Modeling, Springer, 2021, doi:10.1007/978-3-030-79186-5_17.
short: 'S. Gottschalk, E. Yigitbas, A. Nowosad, G. Engels, in: Enterprise, Business-Process
and Information Systems Modeling, Springer, 2021.'
date_created: 2021-04-20T13:23:41Z
date_updated: 2022-01-06T06:55:08Z
ddc:
- '000'
department:
- _id: '66'
- _id: '534'
doi: 10.1007/978-3-030-79186-5_17
file:
- access_level: open_access
content_type: application/pdf
creator: sego
date_created: 2021-07-20T16:19:27Z
date_updated: 2021-07-20T16:20:15Z
file_id: '22769'
file_name: EMMSAD21.pdf
file_size: 638707
relation: main_file
file_date_updated: 2021-07-20T16:20:15Z
has_accepted_license: '1'
keyword:
- Business Model Development
- Situational Method Engineering
- Mobile App
- Business Model Development Tools
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '17'
name: SFB 901 - Subproject C5
publication: Enterprise, Business-Process and Information Systems Modeling
publisher: Springer
status: public
title: Situation-specific Business Model Development Methods for Mobile App Developers
type: conference
user_id: '47208'
year: '2021'
...
---
_id: '23458'
author:
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Jürgen
full_name: Gausemeier, Jürgen
id: '163'
last_name: Gausemeier
- first_name: Oliver
full_name: Riedel, Oliver
last_name: Riedel
- first_name: Rainer
full_name: Stark, Rainer
last_name: Stark
citation:
ama: Dumitrescu R, Albers A, Gausemeier J, Riedel O, Stark R. Engineering in
Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced
Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM,
Paderborn; 2021.
apa: Dumitrescu, R., Albers, A., Gausemeier, J., Riedel, O., & Stark, R. (2021).
Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein
Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik
Mechatronik IEM, Paderborn.
bibtex: '@book{Dumitrescu_Albers_Gausemeier_Riedel_Stark_2021, title={Engineering
in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced
Systems Engineering}, publisher={Fraunhofer-Institut für Entwurfstechnik Mechatronik
IEM, Paderborn}, author={Dumitrescu, Roman and Albers, Albert and Gausemeier,
Jürgen and Riedel, Oliver and Stark, Rainer}, year={2021} }'
chicago: Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and
Rainer Stark. Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft.
Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik
Mechatronik IEM, Paderborn, 2021.
ieee: R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and R. Stark, Engineering
in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced
Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM,
Paderborn, 2021.
mla: Dumitrescu, Roman, et al. Engineering in Deutschland – Status quo in Wirtschaft
und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut
für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
short: R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, R. Stark, Engineering
in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced
Systems Engineering, Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM,
Paderborn, 2021.
date_created: 2021-08-20T08:12:46Z
date_updated: 2022-01-06T06:55:55Z
department:
- _id: '563'
- _id: '26'
language:
- iso: ger
publication_status: published
publisher: Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn
status: public
title: Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein
Beitrag zum Advanced Systems Engineering
type: book
user_id: '15782'
year: '2021'
...
---
_id: '23525'
abstract:
- lang: eng
text: "AbstractIn the field of Model-Driven Engineering,
Triple Graph Grammars\r\n(TGGs) play an important role as a rule-based means of
implementing\r\nconsistency management. From a declarative specification of a\r\nconsistency
relation, several operations including forward and\r\nbackward transformations,
(concurrent) synchronisation, and\r\nconsistency checks can be automatically derived.
For TGGs to be\r\napplicable in realistic application scenarios, expressiveness
in\r\nterms of supported language features is very important. A TGG tool\r\nis
schema compliant if it can take domain constraints, such as\r\nmultiplicity constraints
in a meta-model, into account when\r\nperforming consistency management tasks.
To guarantee schema\r\ncompliance, most TGG tools allow application conditions
to be\r\nattached as necessary to relevant rules. This strategy is\r\nproblematic
for at least two reasons: First, ensuring compliance to\r\na sufficiently expressive
schema for all previously mentioned\r\nderived operations is still an open challenge;
to the best of our\r\nknowledge, all existing TGG tools only support a very restricted\r\nsubset
of application conditions. Second, it is conceptually\r\ndemanding for the user
to indirectly specify domain constraints as\r\napplication conditions, especially
because this has to be completely\r\nrevisited every time the TGG or domain constraint
is changed. While\r\ndomain constraints can in theory be automatically transformed
to\r\nobtain the required set of application conditions, this has only\r\nbeen
successfully transferred to TGGs for a very limited subset of\r\ndomain constraints.
To address these limitations, this paper\r\nproposes a search-based strategy for
achieving schema compliance. We\r\nshow that all correctness and completeness
properties, previously\r\nproven in a setting without domain constraints, still
hold when\r\nschema compliance is to be additionally guaranteed. An\r\nimplementation
and experimental evaluation are provided to support\r\nour claim of practical
applicability."
author:
- first_name: Nils
full_name: Weidmann, Nils
id: '53103'
last_name: Weidmann
- first_name: Anthony
full_name: Anjorin, Anthony
last_name: Anjorin
citation:
ama: Weidmann N, Anjorin A. Schema Compliant Consistency Management via Triple Graph
Grammars and Integer Linear Programming. Formal Aspects of Computing. 2021.
doi:10.1007/s00165-021-00557-0
apa: Weidmann, N., & Anjorin, A. (2021). Schema Compliant Consistency Management
via Triple Graph Grammars and Integer Linear Programming. Formal Aspects of
Computing. https://doi.org/10.1007/s00165-021-00557-0
bibtex: '@article{Weidmann_Anjorin_2021, title={Schema Compliant Consistency Management
via Triple Graph Grammars and Integer Linear Programming}, DOI={10.1007/s00165-021-00557-0},
journal={Formal Aspects of Computing}, publisher={Springer}, author={Weidmann,
Nils and Anjorin, Anthony}, year={2021} }'
chicago: Weidmann, Nils, and Anthony Anjorin. “Schema Compliant Consistency Management
via Triple Graph Grammars and Integer Linear Programming.” Formal Aspects of
Computing, 2021. https://doi.org/10.1007/s00165-021-00557-0.
ieee: N. Weidmann and A. Anjorin, “Schema Compliant Consistency Management via Triple
Graph Grammars and Integer Linear Programming,” Formal Aspects of Computing,
2021.
mla: Weidmann, Nils, and Anthony Anjorin. “Schema Compliant Consistency Management
via Triple Graph Grammars and Integer Linear Programming.” Formal Aspects of
Computing, Springer, 2021, doi:10.1007/s00165-021-00557-0.
short: N. Weidmann, A. Anjorin, Formal Aspects of Computing (2021).
date_created: 2021-08-25T18:07:25Z
date_updated: 2022-01-06T06:55:56Z
department:
- _id: '28'
- _id: '66'
doi: 10.1007/s00165-021-00557-0
language:
- iso: eng
publication: Formal Aspects of Computing
publication_identifier:
issn:
- 0934-5043
- 1433-299X
publication_status: published
publisher: Springer
status: public
title: Schema Compliant Consistency Management via Triple Graph Grammars and Integer
Linear Programming
type: journal_article
user_id: '53103'
year: '2021'
...
---
_id: '23526'
abstract:
- lang: eng
text: Modern and flexible application-level software platforms increase
the attack surface of connected vehicles and thereby require automotive engineers
to adopt additional security control techniques. These techniques encompass host-based
intrusion detection systems (HIDSs) that detect suspicious activities in application
contexts. Such application-aware HIDSs originate in information and communications
technology systems and have a great potential to deal with the flexible nature
of application-level software platforms. However, the elementary characteristics
of known application-aware HIDS approaches and thereby the implications for their
transfer to the automotive sector are unclear. In previous work, we presented
a systematic literature review (SLR) covering the state of the art of application-aware
HIDS approaches. We synthesized our findings by means of a fine-grained classification
for each approach specified through a feature model and corresponding variant
models. These models represent the approaches’ elementary characteristics. Furthermore,
we summarized key findings and inferred implications for the transfer of application-aware
HIDSs to the automotive sector. In this article, we extend the previous work by
several aspects. We adjust the quality evaluation process within the SLR to be
able to consider high quality conference publications, which results in an extended
final pool of publications. For supporting HIDS developers on the task of configuring
HIDS analysis techniques based on machine learning, we report on initial results
on the applicability of AutoML. Furthermore, we present lessons learned regarding
the application of the feature and variant model approach for SLRs. Finally, we
more thoroughly describe the SLR study design.
author:
- first_name: David
full_name: Schubert, David
id: '9106'
last_name: Schubert
- first_name: Hendrik
full_name: Eikerling, Hendrik
id: '29279'
last_name: Eikerling
- first_name: Jörg
full_name: Holtmann, Jörg
id: '3875'
last_name: Holtmann
orcid: 0000-0001-6141-4571
citation:
ama: 'Schubert D, Eikerling H, Holtmann J. Application-Aware Intrusion Detection:
A Systematic Literature Review, Implications for Automotive Systems, and Applicability
of AutoML. Frontiers in Computer Science. 2021;3. doi:10.3389/fcomp.2021.567873'
apa: 'Schubert, D., Eikerling, H., & Holtmann, J. (2021). Application-Aware
Intrusion Detection: A Systematic Literature Review, Implications for Automotive
Systems, and Applicability of AutoML. Frontiers in Computer Science, 3.
https://doi.org/10.3389/fcomp.2021.567873'
bibtex: '@article{Schubert_Eikerling_Holtmann_2021, title={Application-Aware Intrusion
Detection: A Systematic Literature Review, Implications for Automotive Systems,
and Applicability of AutoML}, volume={3}, DOI={10.3389/fcomp.2021.567873},
journal={Frontiers in Computer Science}, publisher={Frontiers Media}, author={Schubert,
David and Eikerling, Hendrik and Holtmann, Jörg}, year={2021} }'
chicago: 'Schubert, David, Hendrik Eikerling, and Jörg Holtmann. “Application-Aware
Intrusion Detection: A Systematic Literature Review, Implications for Automotive
Systems, and Applicability of AutoML.” Frontiers in Computer Science 3
(2021). https://doi.org/10.3389/fcomp.2021.567873.'
ieee: 'D. Schubert, H. Eikerling, and J. Holtmann, “Application-Aware Intrusion
Detection: A Systematic Literature Review, Implications for Automotive Systems,
and Applicability of AutoML,” Frontiers in Computer Science, vol. 3, 2021.'
mla: 'Schubert, David, et al. “Application-Aware Intrusion Detection: A Systematic
Literature Review, Implications for Automotive Systems, and Applicability of AutoML.”
Frontiers in Computer Science, vol. 3, Frontiers Media, 2021, doi:10.3389/fcomp.2021.567873.'
short: D. Schubert, H. Eikerling, J. Holtmann, Frontiers in Computer Science 3 (2021).
date_created: 2021-08-26T09:53:54Z
date_updated: 2022-01-06T06:55:56Z
department:
- _id: '241'
- _id: '662'
doi: 10.3389/fcomp.2021.567873
intvolume: ' 3'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://www.frontiersin.org/articles/10.3389/fcomp.2021.567873/full
oa: '1'
publication: Frontiers in Computer Science
publication_identifier:
issn:
- 2624-9898
publication_status: published
publisher: Frontiers Media
status: public
title: 'Application-Aware Intrusion Detection: A Systematic Literature Review, Implications
for Automotive Systems, and Applicability of AutoML'
type: journal_article
user_id: '29279'
volume: 3
year: '2021'
...
---
_id: '23534'
abstract:
- lang: eng
text: "In recent years, the World Economic Forum has identified software security
as\r\nthe most significant technological risk to the world's population, as\r\nsoftware-intensive
systems process critical data and provide critical services.\r\nThis raises the
question of the extent to which German companies are addressing\r\nsoftware security
in developing and operating their software products. This\r\npaper reports on
the results of an extensive study among developers, product\r\nowners, and managers
to answer this question. Our results show that ensuring\r\nsecurity is a multi-faceted
challenge for companies, involving low awareness,\r\ninaccurate self-assessment,
and a lack of competence on the topic of secure\r\nsoftware development among
all stakeholders. The current situation in software\r\ndevelopment is therefore
detrimental to the security of software products in\r\nthe medium and long term."
author:
- first_name: Stefan
full_name: Dziwok, Stefan
id: '3901'
last_name: Dziwok
orcid: http://orcid.org/0000-0002-8679-6673
- first_name: Thorsten
full_name: Koch, Thorsten
id: '13616'
last_name: Koch
- first_name: Sven
full_name: Merschjohann, Sven
id: '11394'
last_name: Merschjohann
- first_name: Boris
full_name: Budweg, Boris
last_name: Budweg
- first_name: Sebastian
full_name: Leuer, Sebastian
last_name: Leuer
citation:
ama: Dziwok S, Koch T, Merschjohann S, Budweg B, Leuer S. AppSecure.nrw Software
Security Study. arXiv:210811752. 2021.
apa: Dziwok, S., Koch, T., Merschjohann, S., Budweg, B., & Leuer, S. (2021).
AppSecure.nrw Software Security Study. ArXiv:2108.11752.
bibtex: '@article{Dziwok_Koch_Merschjohann_Budweg_Leuer_2021, title={AppSecure.nrw
Software Security Study}, journal={arXiv:2108.11752}, author={Dziwok, Stefan and
Koch, Thorsten and Merschjohann, Sven and Budweg, Boris and Leuer, Sebastian},
year={2021} }'
chicago: Dziwok, Stefan, Thorsten Koch, Sven Merschjohann, Boris Budweg, and Sebastian
Leuer. “AppSecure.Nrw Software Security Study.” ArXiv:2108.11752, 2021.
ieee: S. Dziwok, T. Koch, S. Merschjohann, B. Budweg, and S. Leuer, “AppSecure.nrw
Software Security Study,” arXiv:2108.11752. 2021.
mla: Dziwok, Stefan, et al. “AppSecure.Nrw Software Security Study.” ArXiv:2108.11752,
2021.
short: S. Dziwok, T. Koch, S. Merschjohann, B. Budweg, S. Leuer, ArXiv:2108.11752
(2021).
date_created: 2021-08-27T04:57:00Z
date_updated: 2022-01-06T06:55:56Z
department:
- _id: '241'
- _id: '662'
language:
- iso: eng
publication: arXiv:2108.11752
status: public
title: AppSecure.nrw Software Security Study
type: preprint
user_id: '13616'
year: '2021'
...