---
_id: '17407'
author:
- 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 A, Wever MD, Hüllermeier E. Extreme Algorithm Selection with Dyadic
    Feature Representation. In: <i>Discovery Science</i>. ; 2020.'
  apa: Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020). Extreme Algorithm
    Selection with Dyadic Feature Representation. <i>Discovery Science</i>. Discovery
    Science 2020.
  bibtex: '@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Extreme Algorithm
    Selection with Dyadic Feature Representation}, booktitle={Discovery Science},
    author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020}
    }'
  chicago: Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Extreme
    Algorithm Selection with Dyadic Feature Representation.” In <i>Discovery Science</i>,
    2020.
  ieee: A. Tornede, M. D. Wever, and E. Hüllermeier, “Extreme Algorithm Selection
    with Dyadic Feature Representation,” presented at the Discovery Science 2020,
    2020.
  mla: Tornede, Alexander, et al. “Extreme Algorithm Selection with Dyadic Feature
    Representation.” <i>Discovery Science</i>, 2020.
  short: 'A. Tornede, M.D. Wever, E. Hüllermeier, in: Discovery Science, 2020.'
conference:
  name: Discovery Science 2020
date_created: 2020-07-21T10:06:51Z
date_updated: 2022-01-06T06:53:10Z
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: Discovery Science
status: public
title: Extreme Algorithm Selection with Dyadic Feature Representation
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '17408'
author:
- first_name: Jonas Manuel
  full_name: Hanselle, Jonas Manuel
  id: '43980'
  last_name: Hanselle
  orcid: 0000-0002-1231-4985
- 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: 'Hanselle JM, Tornede A, Wever MD, Hüllermeier E. Hybrid Ranking and Regression
    for Algorithm Selection. In: <i>KI 2020: Advances in Artificial Intelligence</i>.
    ; 2020.'
  apa: 'Hanselle, J. M., Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020).
    Hybrid Ranking and Regression for Algorithm Selection. <i>KI 2020: Advances in
    Artificial Intelligence</i>. 43rd German Conference on Artificial Intelligence.'
  bibtex: '@inproceedings{Hanselle_Tornede_Wever_Hüllermeier_2020, title={Hybrid Ranking
    and Regression for Algorithm Selection}, booktitle={KI 2020: Advances in Artificial
    Intelligence}, author={Hanselle, Jonas Manuel and Tornede, Alexander and Wever,
    Marcel Dominik and Hüllermeier, Eyke}, year={2020} }'
  chicago: 'Hanselle, Jonas Manuel, Alexander Tornede, Marcel Dominik Wever, and Eyke
    Hüllermeier. “Hybrid Ranking and Regression for Algorithm Selection.” In <i>KI
    2020: Advances in Artificial Intelligence</i>, 2020.'
  ieee: J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Hybrid Ranking
    and Regression for Algorithm Selection,” presented at the 43rd German Conference
    on Artificial Intelligence, 2020.
  mla: 'Hanselle, Jonas Manuel, et al. “Hybrid Ranking and Regression for Algorithm
    Selection.” <i>KI 2020: Advances in Artificial Intelligence</i>, 2020.'
  short: 'J.M. Hanselle, A. Tornede, M.D. Wever, E. Hüllermeier, in: KI 2020: Advances
    in Artificial Intelligence, 2020.'
conference:
  name: 43rd German Conference on Artificial Intelligence
date_created: 2020-07-21T10:21:09Z
date_updated: 2022-01-06T06:53:10Z
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: 'KI 2020: Advances in Artificial Intelligence'
status: public
title: Hybrid Ranking and Regression for Algorithm Selection
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '17424'
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: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Eyke
  full_name: Hüllermeier, Eyke
  id: '48129'
  last_name: Hüllermeier
citation:
  ama: 'Tornede T, Tornede A, Wever MD, Mohr F, Hüllermeier E. AutoML for Predictive
    Maintenance: One Tool to RUL Them All. In: <i>Proceedings of the ECMLPKDD 2020</i>.
    ; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-66770-2_8">10.1007/978-3-030-66770-2_8</a>'
  apa: 'Tornede, T., Tornede, A., Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2020).
    AutoML for Predictive Maintenance: One Tool to RUL Them All. <i>Proceedings of
    the ECMLPKDD 2020</i>. IOTStream Workshop @ ECMLPKDD 2020. <a href="https://doi.org/10.1007/978-3-030-66770-2_8">https://doi.org/10.1007/978-3-030-66770-2_8</a>'
  bibtex: '@inproceedings{Tornede_Tornede_Wever_Mohr_Hüllermeier_2020, title={AutoML
    for Predictive Maintenance: One Tool to RUL Them All}, DOI={<a href="https://doi.org/10.1007/978-3-030-66770-2_8">10.1007/978-3-030-66770-2_8</a>},
    booktitle={Proceedings of the ECMLPKDD 2020}, author={Tornede, Tanja and Tornede,
    Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2020}
    }'
  chicago: 'Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, Felix Mohr, and
    Eyke Hüllermeier. “AutoML for Predictive Maintenance: One Tool to RUL Them All.”
    In <i>Proceedings of the ECMLPKDD 2020</i>, 2020. <a href="https://doi.org/10.1007/978-3-030-66770-2_8">https://doi.org/10.1007/978-3-030-66770-2_8</a>.'
  ieee: 'T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML
    for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream
    Workshop @ ECMLPKDD 2020, 2020, doi: <a href="https://doi.org/10.1007/978-3-030-66770-2_8">10.1007/978-3-030-66770-2_8</a>.'
  mla: 'Tornede, Tanja, et al. “AutoML for Predictive Maintenance: One Tool to RUL
    Them All.” <i>Proceedings of the ECMLPKDD 2020</i>, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-66770-2_8">10.1007/978-3-030-66770-2_8</a>.'
  short: 'T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings
    of the ECMLPKDD 2020, 2020.'
conference:
  name: IOTStream Workshop @ ECMLPKDD 2020
date_created: 2020-07-28T09:17:41Z
date_updated: 2022-01-06T06:53:11Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
doi: 10.1007/978-3-030-66770-2_8
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '1'
  name: SFB 901
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proceedings of the ECMLPKDD 2020
status: public
title: 'AutoML for Predictive Maintenance: One Tool to RUL Them All'
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '17605'
abstract:
- lang: eng
  text: "Syntactic annotation of corpora in the form of part-of-speech (POS) tags
    is a key requirement for both linguistic research and subsequent automated natural
    language processing (NLP) tasks. This problem is commonly tackled using machine
    learning methods, i.e., by training a POS tagger on a sufficiently large corpus
    of labeled data. \r\nWhile the problem of POS tagging can essentially be considered
    as solved for modern languages, historical corpora turn out to be much more difficult,
    especially due to the lack of native speakers and sparsity of training data. Moreover,
    most texts have no sentences as we know them today, nor a common orthography.\r\nThese
    irregularities render the task of automated POS tagging more difficult and error-prone.
    Under these circumstances, instead  of forcing the POS tagger to predict and commit
    to a single tag, it should be enabled to express its uncertainty. In this paper,
    we consider POS tagging within the framework of set-valued prediction, which allows
    the POS tagger to express its uncertainty via predicting a set of candidate POS
    tags instead of guessing a single one. The goal is to guarantee a high confidence
    that the correct POS tag is included while keeping the number of candidates small.\r\nIn
    our experimental study, we find that extending state-of-the-art POS taggers to
    set-valued prediction yields more precise and robust taggings, especially for
    unknown words, i.e., words not occurring in the training data."
author:
- first_name: Stefan Helmut
  full_name: Heid, Stefan Helmut
  id: '39640'
  last_name: Heid
  orcid: 0000-0002-9461-7372
- 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: Heid SH, Wever MD, Hüllermeier E. Reliable Part-of-Speech Tagging of Historical
    Corpora through Set-Valued Prediction. <i>Journal of Data Mining and Digital Humanities</i>.
  apa: Heid, S. H., Wever, M. D., &#38; Hüllermeier, E. (n.d.). Reliable Part-of-Speech
    Tagging of Historical Corpora through Set-Valued Prediction. In <i>Journal of
    Data Mining and Digital Humanities</i>. episciences.
  bibtex: '@article{Heid_Wever_Hüllermeier, title={Reliable Part-of-Speech Tagging
    of Historical Corpora through Set-Valued Prediction}, journal={Journal of Data
    Mining and Digital Humanities}, publisher={episciences}, author={Heid, Stefan
    Helmut and Wever, Marcel Dominik and Hüllermeier, Eyke} }'
  chicago: Heid, Stefan Helmut, Marcel Dominik Wever, and Eyke Hüllermeier. “Reliable
    Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” <i>Journal
    of Data Mining and Digital Humanities</i>. episciences, n.d.
  ieee: S. H. Heid, M. D. Wever, and E. Hüllermeier, “Reliable Part-of-Speech Tagging
    of Historical Corpora through Set-Valued Prediction,” <i>Journal of Data Mining
    and Digital Humanities</i>. episciences.
  mla: Heid, Stefan Helmut, et al. “Reliable Part-of-Speech Tagging of Historical
    Corpora through Set-Valued Prediction.” <i>Journal of Data Mining and Digital
    Humanities</i>, episciences.
  short: S.H. Heid, M.D. Wever, E. Hüllermeier, Journal of Data Mining and Digital
    Humanities (n.d.).
date_created: 2020-08-05T06:52:53Z
date_updated: 2022-01-06T06:53:15Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2008.01377
oa: '1'
project:
- _id: '39'
  name: InterGramm
publication: Journal of Data Mining and Digital Humanities
publication_status: submitted
publisher: episciences
status: public
title: Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction
type: preprint
user_id: '5786'
year: '2020'
...
---
_id: '17825'
abstract:
- lang: eng
  text: "Software verification has recently made enormous progress due to the\r\ndevelopment
    of novel verification methods and the speed-up of supporting\r\ntechnologies like
    SMT solving. To keep software verification tools up to date\r\nwith these advances,
    tool developers keep on integrating newly designed methods\r\ninto their tools,
    almost exclusively by re-implementing the method within their\r\nown framework.
    While this allows for a conceptual re-use of methods, it\r\nrequires novel implementations
    for every new technique.\r\n  In this paper, we employ cooperative verification
    in order to avoid\r\nreimplementation and enable usage of novel tools as black-box
    components in\r\nverification. Specifically, cooperation is employed for the core
    ingredient of\r\nsoftware verification which is invariant generation. Finding
    an adequate loop\r\ninvariant is key to the success of a verification run. Our
    framework named\r\nCoVerCIG allows a master verification tool to delegate the
    task of invariant\r\ngeneration to one or several specialized helper invariant
    generators. Their\r\nresults are then utilized within the verification run of
    the master verifier,\r\nallowing in particular for crosschecking the validity
    of the invariant. We\r\nexperimentally evaluate our framework on an instance with
    two masters and three\r\ndifferent invariant generators using a number of benchmarks
    from SV-COMP 2020.\r\nThe experiments show that the use of CoVerCIG can increase
    the number of\r\ncorrectly verified tasks without increasing the used resources"
author:
- first_name: Jan Frederik
  full_name: Haltermann, Jan Frederik
  id: '44413'
  last_name: Haltermann
- first_name: Heike
  full_name: Wehrheim, Heike
  id: '573'
  last_name: Wehrheim
citation:
  ama: Haltermann JF, Wehrheim H. Cooperative Verification via Collective Invariant
    Generation. <i>arXiv:200804551</i>. 2020.
  apa: Haltermann, J. F., &#38; Wehrheim, H. (2020). Cooperative Verification via
    Collective Invariant Generation. <i>ArXiv:2008.04551</i>.
  bibtex: '@article{Haltermann_Wehrheim_2020, title={Cooperative Verification via
    Collective Invariant Generation}, journal={arXiv:2008.04551}, author={Haltermann,
    Jan Frederik and Wehrheim, Heike}, year={2020} }'
  chicago: Haltermann, Jan Frederik, and Heike Wehrheim. “Cooperative Verification
    via Collective Invariant Generation.” <i>ArXiv:2008.04551</i>, 2020.
  ieee: J. F. Haltermann and H. Wehrheim, “Cooperative Verification via Collective
    Invariant Generation,” <i>arXiv:2008.04551</i>. 2020.
  mla: Haltermann, Jan Frederik, and Heike Wehrheim. “Cooperative Verification via
    Collective Invariant Generation.” <i>ArXiv:2008.04551</i>, 2020.
  short: J.F. Haltermann, H. Wehrheim, ArXiv:2008.04551 (2020).
date_created: 2020-08-12T06:49:18Z
date_updated: 2022-01-06T06:53:20Z
department:
- _id: '77'
language:
- iso: eng
project:
- _id: '85'
  name: Kooperative Softwareverifikation
publication: arXiv:2008.04551
status: public
title: Cooperative Verification via Collective Invariant Generation
type: preprint
user_id: '44413'
year: '2020'
...
---
_id: '17836'
citation:
  ama: Werneck Richa A, Scheideler C, eds. <i>Structural Information and Communication
    Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn, Germany,
    June 29 - July 1, 2020, Proceedings</i>. Vol 12156. Springer; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-54921-3">10.1007/978-3-030-54921-3</a>
  apa: Werneck Richa, A., &#38; Scheideler, C. (Eds.). (2020). <i>Structural Information
    and Communication Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn,
    Germany, June 29 - July 1, 2020, Proceedings</i> (Vol. 12156). Springer. <a href="https://doi.org/10.1007/978-3-030-54921-3">https://doi.org/10.1007/978-3-030-54921-3</a>
  bibtex: '@book{Werneck Richa_Scheideler_2020, series={Lecture Notes in Computer
    Science}, title={Structural Information and Communication Complexity - 27th International
    Colloquium, SIROCCO 2020, Paderborn, Germany, June 29 - July 1, 2020, Proceedings},
    volume={12156}, DOI={<a href="https://doi.org/10.1007/978-3-030-54921-3">10.1007/978-3-030-54921-3</a>},
    publisher={Springer}, year={2020}, collection={Lecture Notes in Computer Science}
    }'
  chicago: Werneck Richa, Andrea, and Christian Scheideler, eds. <i>Structural Information
    and Communication Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn,
    Germany, June 29 - July 1, 2020, Proceedings</i>. Vol. 12156. Lecture Notes in
    Computer Science. Springer, 2020. <a href="https://doi.org/10.1007/978-3-030-54921-3">https://doi.org/10.1007/978-3-030-54921-3</a>.
  ieee: A. Werneck Richa and C. Scheideler, Eds., <i>Structural Information and Communication
    Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn, Germany,
    June 29 - July 1, 2020, Proceedings</i>, vol. 12156. Springer, 2020.
  mla: Werneck Richa, Andrea, and Christian Scheideler, editors. <i>Structural Information
    and Communication Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn,
    Germany, June 29 - July 1, 2020, Proceedings</i>. Vol. 12156, Springer, 2020,
    doi:<a href="https://doi.org/10.1007/978-3-030-54921-3">10.1007/978-3-030-54921-3</a>.
  short: A. Werneck Richa, C. Scheideler, eds., Structural Information and Communication
    Complexity - 27th International Colloquium, SIROCCO 2020, Paderborn, Germany,
    June 29 - July 1, 2020, Proceedings, Springer, 2020.
date_created: 2020-08-12T07:54:22Z
date_updated: 2022-01-06T06:53:20Z
department:
- _id: '79'
doi: 10.1007/978-3-030-54921-3
editor:
- first_name: Andrea
  full_name: Werneck Richa, Andrea
  last_name: Werneck Richa
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
intvolume: '     12156'
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '5'
  name: SFB 901 - Subproject A1
- _id: '2'
  name: SFB 901 - Project Area A
publication_identifier:
  isbn:
  - 978-3-030-54920-6
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Structural Information and Communication Complexity - 27th International Colloquium,
  SIROCCO 2020, Paderborn, Germany, June 29 - July 1, 2020, Proceedings
type: conference_editor
user_id: '15504'
volume: 12156
year: '2020'
...
---
_id: '17839'
citation:
  ama: 'Scheideler C, Spear M, eds. <i>SPAA ’20: 32nd ACM Symposium on Parallelism
    in Algorithms and Architectures, Virtual Event, USA, July 15-17, 2020</i>. ACM;
    2020. doi:<a href="https://doi.org/10.1145/3350755">10.1145/3350755</a>'
  apa: 'Scheideler, C., &#38; Spear, M. (Eds.). (2020). <i>SPAA ’20: 32nd ACM Symposium
    on Parallelism in Algorithms and Architectures, Virtual Event, USA, July 15-17,
    2020</i>. ACM. <a href="https://doi.org/10.1145/3350755">https://doi.org/10.1145/3350755</a>'
  bibtex: '@book{Scheideler_Spear_2020, title={SPAA ’20: 32nd ACM Symposium on Parallelism
    in Algorithms and Architectures, Virtual Event, USA, July 15-17, 2020}, DOI={<a
    href="https://doi.org/10.1145/3350755">10.1145/3350755</a>}, publisher={ACM},
    year={2020} }'
  chicago: 'Scheideler, Christian, and Michael Spear, eds. <i>SPAA ’20: 32nd ACM Symposium
    on Parallelism in Algorithms and Architectures, Virtual Event, USA, July 15-17,
    2020</i>. ACM, 2020. <a href="https://doi.org/10.1145/3350755">https://doi.org/10.1145/3350755</a>.'
  ieee: 'C. Scheideler and M. Spear, Eds., <i>SPAA ’20: 32nd ACM Symposium on Parallelism
    in Algorithms and Architectures, Virtual Event, USA, July 15-17, 2020</i>. ACM,
    2020.'
  mla: 'Scheideler, Christian, and Michael Spear, editors. <i>SPAA ’20: 32nd ACM Symposium
    on Parallelism in Algorithms and Architectures, Virtual Event, USA, July 15-17,
    2020</i>. ACM, 2020, doi:<a href="https://doi.org/10.1145/3350755">10.1145/3350755</a>.'
  short: 'C. Scheideler, M. Spear, eds., SPAA ’20: 32nd ACM Symposium on Parallelism
    in Algorithms and Architectures, Virtual Event, USA, July 15-17, 2020, ACM, 2020.'
date_created: 2020-08-12T07:57:10Z
date_updated: 2022-01-06T06:53:20Z
department:
- _id: '79'
doi: 10.1145/3350755
editor:
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Michael
  full_name: Spear, Michael
  last_name: Spear
language:
- iso: eng
project:
- _id: '1'
  name: SFB 901
- _id: '2'
  name: SFB 901 - Project Area A
- _id: '5'
  name: SFB 901 - Subproject A1
publication_identifier:
  isbn:
  - 978-1-4503-6935-0
publisher: ACM
status: public
title: 'SPAA ''20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures,
  Virtual Event, USA, July 15-17, 2020'
type: conference_editor
user_id: '15504'
year: '2020'
...
---
_id: '18789'
author:
- first_name: Tobias
  full_name: Nickchen, Tobias
  last_name: Nickchen
- first_name: Gregor
  full_name: Engels, Gregor
  last_name: Engels
- first_name: Johannes
  full_name: Lohn, Johannes
  last_name: Lohn
citation:
  ama: 'Nickchen T, Engels G, Lohn J. Opportunities of 3D Machine Learning for Manufacturability
    Analysis and Component Recognition in the Additive Manufacturing Process Chain.
    In: <i>Industrializing Additive Manufacturing</i>. Cham; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-54334-1_4">10.1007/978-3-030-54334-1_4</a>'
  apa: Nickchen, T., Engels, G., &#38; Lohn, J. (2020). Opportunities of 3D Machine
    Learning for Manufacturability Analysis and Component Recognition in the Additive
    Manufacturing Process Chain. In <i>Industrializing Additive Manufacturing</i>.
    Cham. <a href="https://doi.org/10.1007/978-3-030-54334-1_4">https://doi.org/10.1007/978-3-030-54334-1_4</a>
  bibtex: '@inbook{Nickchen_Engels_Lohn_2020, place={Cham}, title={Opportunities of
    3D Machine Learning for Manufacturability Analysis and Component Recognition in
    the Additive Manufacturing Process Chain}, DOI={<a href="https://doi.org/10.1007/978-3-030-54334-1_4">10.1007/978-3-030-54334-1_4</a>},
    booktitle={Industrializing Additive Manufacturing}, author={Nickchen, Tobias and
    Engels, Gregor and Lohn, Johannes}, year={2020} }'
  chicago: Nickchen, Tobias, Gregor Engels, and Johannes Lohn. “Opportunities of 3D
    Machine Learning for Manufacturability Analysis and Component Recognition in the
    Additive Manufacturing Process Chain.” In <i>Industrializing Additive Manufacturing</i>.
    Cham, 2020. <a href="https://doi.org/10.1007/978-3-030-54334-1_4">https://doi.org/10.1007/978-3-030-54334-1_4</a>.
  ieee: T. Nickchen, G. Engels, and J. Lohn, “Opportunities of 3D Machine Learning
    for Manufacturability Analysis and Component Recognition in the Additive Manufacturing
    Process Chain,” in <i>Industrializing Additive Manufacturing</i>, Cham, 2020.
  mla: Nickchen, Tobias, et al. “Opportunities of 3D Machine Learning for Manufacturability
    Analysis and Component Recognition in the Additive Manufacturing Process Chain.”
    <i>Industrializing Additive Manufacturing</i>, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-54334-1_4">10.1007/978-3-030-54334-1_4</a>.
  short: 'T. Nickchen, G. Engels, J. Lohn, in: Industrializing Additive Manufacturing,
    Cham, 2020.'
conference:
  end_date: 2020-09-03
  start_date: 2020-09-01
date_created: 2020-09-01T13:49:42Z
date_updated: 2022-01-06T06:53:52Z
ddc:
- '000'
department:
- _id: '534'
- _id: '624'
- _id: '27'
- _id: '66'
- _id: '219'
doi: 10.1007/978-3-030-54334-1_4
language:
- iso: eng
place: Cham
publication: Industrializing Additive Manufacturing
publication_identifier:
  isbn:
  - '9783030543334'
  - '9783030543341'
publication_status: published
status: public
title: Opportunities of 3D Machine Learning for Manufacturability Analysis and Component
  Recognition in the Additive Manufacturing Process Chain
type: book_chapter
user_id: '27340'
year: '2020'
...
---
_id: '18876'
author:
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Eugen
  full_name: Buss, Eugen
  last_name: Buss
citation:
  ama: 'Reinhold J, Frank M, Koldewey C, Dumitrescu R, Buss E. In-depth Analysis of
    the Effects of Smart Services on Value Creation. In: <i>Proceedings of the ISPIM
    Connects Bangkok – Partnering for an Innovative Community</i>. LUT Scientific
    and Expertise Publications; 2020.'
  apa: Reinhold, J., Frank, M., Koldewey, C., Dumitrescu, R., &#38; Buss, E. (2020).
    In-depth Analysis of the Effects of Smart Services on Value Creation. In <i>Proceedings
    of the ISPIM Connects Bangkok – Partnering for an Innovative Community</i>. LUT
    Scientific and Expertise Publications.
  bibtex: '@inproceedings{Reinhold_Frank_Koldewey_Dumitrescu_Buss_2020, title={In-depth
    Analysis of the Effects of Smart Services on Value Creation}, booktitle={Proceedings
    of the ISPIM Connects Bangkok – Partnering for an Innovative Community}, publisher={LUT
    Scientific and Expertise Publications}, author={Reinhold, Jannik and Frank, Maximilian
    and Koldewey, Christian and Dumitrescu, Roman and Buss, Eugen}, year={2020} }'
  chicago: Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu,
    and Eugen Buss. “In-Depth Analysis of the Effects of Smart Services on Value Creation.”
    In <i>Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative
    Community</i>. LUT Scientific and Expertise Publications, 2020.
  ieee: J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and E. Buss, “In-depth
    Analysis of the Effects of Smart Services on Value Creation,” in <i>Proceedings
    of the ISPIM Connects Bangkok – Partnering for an Innovative Community</i>, 2020.
  mla: Reinhold, Jannik, et al. “In-Depth Analysis of the Effects of Smart Services
    on Value Creation.” <i>Proceedings of the ISPIM Connects Bangkok – Partnering
    for an Innovative Community</i>, LUT Scientific and Expertise Publications, 2020.
  short: 'J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, E. Buss, in: Proceedings
    of the ISPIM Connects Bangkok – Partnering for an Innovative Community, LUT Scientific
    and Expertise Publications, 2020.'
date_created: 2020-09-02T15:06:33Z
date_updated: 2022-01-06T06:53:54Z
ddc:
- '650'
department:
- _id: '563'
file:
- access_level: open_access
  content_type: application/pdf
  creator: jannikr
  date_created: 2020-09-02T15:06:30Z
  date_updated: 2020-09-02T15:06:30Z
  file_id: '18877'
  file_name: ISPIM_2020_Bangkok_Paper_In-depth_analysis_of_value_creation_changes_through_Smart_Services_final.pdf
  file_size: 1233074
  relation: main_file
file_date_updated: 2020-09-02T15:06:30Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative
  Community
publication_status: published
publisher: LUT Scientific and Expertise Publications
status: public
title: In-depth Analysis of the Effects of Smart Services on Value Creation
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '20305'
author:
- first_name: Jörn Steffen
  full_name: Menzefricke, Jörn Steffen
  id: '29799'
  last_name: Menzefricke
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Marvin
  full_name: Drewel, Marvin
  last_name: Drewel
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Menzefricke JS, Frank M, Drewel M, Dumitrescu R. Value-centered design of
    a digital service robotics platform. In: Mpofu K, Butala P, eds. <i>Procedia CIRP</i>.
    Vol 91. ; 2020:690-695.'
  apa: Menzefricke, J. S., Frank, M., Drewel, M., &#38; Dumitrescu, R. (2020). Value-centered
    design of a digital service robotics platform. In K. Mpofu &#38; P. Butala (Eds.),
    <i>Procedia CIRP</i> (Vol. 91, pp. 690–695).
  bibtex: '@inproceedings{Menzefricke_Frank_Drewel_Dumitrescu_2020, title={Value-centered
    design of a digital service robotics platform}, volume={91}, booktitle={Procedia
    CIRP}, author={Menzefricke, Jörn Steffen and Frank, Maximilian and Drewel, Marvin
    and Dumitrescu, Roman}, editor={Mpofu, Khumbulani and Butala, PeterEditors}, year={2020},
    pages={690–695} }'
  chicago: Menzefricke, Jörn Steffen, Maximilian Frank, Marvin Drewel, and Roman Dumitrescu.
    “Value-Centered Design of a Digital Service Robotics Platform.” In <i>Procedia
    CIRP</i>, edited by Khumbulani Mpofu and Peter Butala, 91:690–95, 2020.
  ieee: J. S. Menzefricke, M. Frank, M. Drewel, and R. Dumitrescu, “Value-centered
    design of a digital service robotics platform,” in <i>Procedia CIRP</i>, 2020,
    vol. 91, pp. 690–695.
  mla: Menzefricke, Jörn Steffen, et al. “Value-Centered Design of a Digital Service
    Robotics Platform.” <i>Procedia CIRP</i>, edited by Khumbulani Mpofu and Peter
    Butala, vol. 91, 2020, pp. 690–95.
  short: 'J.S. Menzefricke, M. Frank, M. Drewel, R. Dumitrescu, in: K. Mpofu, P. Butala
    (Eds.), Procedia CIRP, 2020, pp. 690–695.'
conference:
  end_date: 2020-05-08
  name: 30th CIRP Design Conference
  start_date: 2020-05-05
date_created: 2020-11-06T09:39:51Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '563'
editor:
- first_name: Khumbulani
  full_name: Mpofu, Khumbulani
  last_name: Mpofu
- first_name: Peter
  full_name: Butala, Peter
  last_name: Butala
intvolume: '        91'
language:
- iso: eng
page: 690-695
publication: Procedia CIRP
status: public
title: Value-centered design of a digital service robotics platform
type: conference
user_id: '29799'
volume: 91
year: '2020'
...
---
_id: '20306'
author:
- 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 A, Wever MD, Hüllermeier E. Towards Meta-Algorithm Selection. In:
    <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>. ; 2020.'
  apa: Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020). Towards Meta-Algorithm
    Selection. <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>. Workshop MetaLearn 2020
    @ NeurIPS 2020, Online.
  bibtex: '@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Towards Meta-Algorithm
    Selection}, booktitle={Workshop MetaLearn 2020 @ NeurIPS 2020}, author={Tornede,
    Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }'
  chicago: Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Towards
    Meta-Algorithm Selection.” In <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>, 2020.
  ieee: A. Tornede, M. D. Wever, and E. Hüllermeier, “Towards Meta-Algorithm Selection,”
    presented at the Workshop MetaLearn 2020 @ NeurIPS 2020, Online, 2020.
  mla: Tornede, Alexander, et al. “Towards Meta-Algorithm Selection.” <i>Workshop
    MetaLearn 2020 @ NeurIPS 2020</i>, 2020.
  short: 'A. Tornede, M.D. Wever, E. Hüllermeier, in: Workshop MetaLearn 2020 @ NeurIPS
    2020, 2020.'
conference:
  location: Online
  name: Workshop MetaLearn 2020 @ NeurIPS 2020
date_created: 2020-11-06T09:42:27Z
date_updated: 2022-01-06T06:54:26Z
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: Workshop MetaLearn 2020 @ NeurIPS 2020
status: public
title: Towards Meta-Algorithm Selection
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '20307'
author:
- first_name: Felix
  full_name: Schnasse, Felix
  last_name: Schnasse
- first_name: Jörn Steffen
  full_name: Menzefricke, Jörn Steffen
  id: '29799'
  last_name: Menzefricke
- first_name: Stefan
  full_name: Gabriel, Stefan
  last_name: Gabriel
- first_name: Daniela
  full_name: Hobscheidt, Daniela
  last_name: Hobscheidt
- first_name: Matthias
  full_name: Parlings, Matthias
  last_name: Parlings
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Schnasse F, Menzefricke JS, Gabriel S, et al. Identification of socio-technical
    changes caused by Industry 4.0. In: <i>Proceedings of the Hamburg International
    Conference of Logistics (HICL)</i>. Vol 29. ; 2020.'
  apa: Schnasse, F., Menzefricke, J. S., Gabriel, S., Hobscheidt, D., Parlings, M.,
    Kühn, A., &#38; Dumitrescu, R. (2020). Identification of socio-technical changes
    caused by Industry 4.0. In <i>Proceedings of the Hamburg International Conference
    of Logistics (HICL)</i> (Vol. 29).
  bibtex: '@inproceedings{Schnasse_Menzefricke_Gabriel_Hobscheidt_Parlings_Kühn_Dumitrescu_2020,
    title={Identification of socio-technical changes caused by Industry 4.0}, volume={29},
    booktitle={Proceedings of the Hamburg International Conference of Logistics (HICL)},
    author={Schnasse, Felix and Menzefricke, Jörn Steffen and Gabriel, Stefan and
    Hobscheidt, Daniela and Parlings, Matthias and Kühn, Arno and Dumitrescu, Roman},
    year={2020} }'
  chicago: Schnasse, Felix, Jörn Steffen Menzefricke, Stefan Gabriel, Daniela Hobscheidt,
    Matthias Parlings, Arno Kühn, and Roman Dumitrescu. “Identification of Socio-Technical
    Changes Caused by Industry 4.0.” In <i>Proceedings of the Hamburg International
    Conference of Logistics (HICL)</i>, Vol. 29, 2020.
  ieee: F. Schnasse <i>et al.</i>, “Identification of socio-technical changes caused
    by Industry 4.0,” in <i>Proceedings of the Hamburg International Conference of
    Logistics (HICL)</i>, 2020, vol. 29.
  mla: Schnasse, Felix, et al. “Identification of Socio-Technical Changes Caused by
    Industry 4.0.” <i>Proceedings of the Hamburg International Conference of Logistics
    (HICL)</i>, vol. 29, 2020.
  short: 'F. Schnasse, J.S. Menzefricke, S. Gabriel, D. Hobscheidt, M. Parlings, A.
    Kühn, R. Dumitrescu, in: Proceedings of the Hamburg International Conference of
    Logistics (HICL), 2020.'
conference:
  end_date: 2020-09-25
  start_date: 2020-09-23
date_created: 2020-11-06T09:42:59Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '563'
intvolume: '        29'
language:
- iso: eng
publication: Proceedings of the Hamburg International Conference of Logistics (HICL)
status: public
title: Identification of socio-technical changes caused by Industry 4.0
type: conference
user_id: '29799'
volume: 29
year: '2020'
...
---
_id: '20335'
author:
- first_name: Felix
  full_name: Winkelnkemper, Felix
  id: '3117'
  last_name: Winkelnkemper
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Katja
  full_name: Eilerts, Katja
  last_name: Eilerts
- first_name: Dominik
  full_name: Bechinie, Dominik
  last_name: Bechinie
- first_name: Tobias
  full_name: Huhmann, Tobias
  last_name: Huhmann
citation:
  ama: 'Winkelnkemper F, Schulte C, Eilerts K, Bechinie D, Huhmann T. The Interdisciplinary
    Development of an Educational Game for Primary School Children--Lessons Learned.
    In: <i>EdMedia+ Innovate Learning</i>. ; 2020:522-529.'
  apa: Winkelnkemper, F., Schulte, C., Eilerts, K., Bechinie, D., &#38; Huhmann, T.
    (2020). The Interdisciplinary Development of an Educational Game for Primary School
    Children--Lessons Learned. In <i>EdMedia+ Innovate Learning</i> (pp. 522–529).
  bibtex: '@inproceedings{Winkelnkemper_Schulte_Eilerts_Bechinie_Huhmann_2020, title={The
    Interdisciplinary Development of an Educational Game for Primary School Children--Lessons
    Learned}, booktitle={EdMedia+ Innovate Learning}, author={Winkelnkemper, Felix
    and Schulte, Carsten and Eilerts, Katja and Bechinie, Dominik and Huhmann, Tobias},
    year={2020}, pages={522–529} }'
  chicago: Winkelnkemper, Felix, Carsten Schulte, Katja Eilerts, Dominik Bechinie,
    and Tobias Huhmann. “The Interdisciplinary Development of an Educational Game
    for Primary School Children--Lessons Learned.” In <i>EdMedia+ Innovate Learning</i>,
    522–29, 2020.
  ieee: F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, and T. Huhmann, “The
    Interdisciplinary Development of an Educational Game for Primary School Children--Lessons
    Learned,” in <i>EdMedia+ Innovate Learning</i>, 2020, pp. 522–529.
  mla: Winkelnkemper, Felix, et al. “The Interdisciplinary Development of an Educational
    Game for Primary School Children--Lessons Learned.” <i>EdMedia+ Innovate Learning</i>,
    2020, pp. 522–29.
  short: 'F. Winkelnkemper, C. Schulte, K. Eilerts, D. Bechinie, T. Huhmann, in: EdMedia+
    Innovate Learning, 2020, pp. 522–529.'
date_created: 2020-11-11T08:31:04Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '67'
language:
- iso: eng
page: 522-529
publication: EdMedia+ Innovate Learning
status: public
title: The Interdisciplinary Development of an Educational Game for Primary School
  Children--Lessons Learned
type: conference
user_id: '21145'
year: '2020'
...
---
_id: '20355'
author:
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Nadia
  full_name: Chohan, Nadia
  last_name: Chohan
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Koldewey C, Gausemeier J, Chohan N, Frank M, Reinhold J, Dumitrescu R. Aligning
    Strategy and Structure for Smart Service Businesses in Manufacturing. In: IEEE,
    ed. <i>Proceedings of the IEEE International Conference on Technology Management,
    Operations and Decisions ”Disruptive Technologies and Social Impacts”</i>.'
  apa: Koldewey, C., Gausemeier, J., Chohan, N., Frank, M., Reinhold, J., &#38; Dumitrescu,
    R. (n.d.). Aligning Strategy and Structure for Smart Service Businesses in Manufacturing.
    In IEEE (Ed.), <i>Proceedings of the IEEE International Conference on Technology
    Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”</i>.
    Marrakesch, Marocco.
  bibtex: '@inproceedings{Koldewey_Gausemeier_Chohan_Frank_Reinhold_Dumitrescu, title={Aligning
    Strategy and Structure for Smart Service Businesses in Manufacturing}, booktitle={Proceedings
    of the IEEE International Conference on Technology Management, Operations and
    Decisions ”Disruptive Technologies and Social Impacts”}, author={Koldewey, Christian
    and Gausemeier, Jürgen and Chohan, Nadia and Frank, Maximilian and Reinhold, Jannik
    and Dumitrescu, Roman}, editor={IEEEEditor} }'
  chicago: Koldewey, Christian, Jürgen Gausemeier, Nadia Chohan, Maximilian Frank,
    Jannik Reinhold, and Roman Dumitrescu. “Aligning Strategy and Structure for Smart
    Service Businesses in Manufacturing.” In <i>Proceedings of the IEEE International
    Conference on Technology Management, Operations and Decisions ”Disruptive Technologies
    and Social Impacts”</i>, edited by IEEE, n.d.
  ieee: C. Koldewey, J. Gausemeier, N. Chohan, M. Frank, J. Reinhold, and R. Dumitrescu,
    “Aligning Strategy and Structure for Smart Service Businesses in Manufacturing,”
    in <i>Proceedings of the IEEE International Conference on Technology Management,
    Operations and Decisions ”Disruptive Technologies and Social Impacts”</i>, Marrakesch,
    Marocco.
  mla: Koldewey, Christian, et al. “Aligning Strategy and Structure for Smart Service
    Businesses in Manufacturing.” <i>Proceedings of the IEEE International Conference
    on Technology Management, Operations and Decisions ”Disruptive Technologies and
    Social Impacts”</i>, edited by IEEE.
  short: 'C. Koldewey, J. Gausemeier, N. Chohan, M. Frank, J. Reinhold, R. Dumitrescu,
    in: IEEE (Ed.), Proceedings of the IEEE International Conference on Technology
    Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”,
    n.d.'
conference:
  end_date: '20201125'
  location: Marrakesch, Marocco
  name: IEEE International Conference on Technology Management, Operations and Decisions
  start_date: '20201123'
corporate_editor:
- IEEE
date_created: 2020-11-13T14:25:22Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the IEEE International Conference on Technology Management,
  Operations and Decisions ”Disruptive Technologies and Social Impacts”
publication_status: inpress
quality_controlled: '1'
status: public
title: Aligning Strategy and Structure for Smart Service Businesses in Manufacturing
type: conference
user_id: '43136'
year: '2020'
...
---
_id: '20363'
abstract:
- lang: ger
  text: Die Verfügbarkeit von Daten aus dem Betrieb hat durch die Einführung von vernetzten
    intelligenten Fertigungssystemen (cyber-physische Systeme) stark zugenommen. Hieraus
    eröffnen sich Erfolg versprechende Möglichkeiten für Smart Services und damit
    verbundene neue Geschäftsfelder. Voraussetzung für den Eintritt in ein neues Geschäft
    mit Smart Services ist eine fundierte Geschäftsstrategie. Wir zeigen die zentralen
    Gestaltungsfelder von Smart Service-Strategien auf und erläutern, wie sechs von
    uns ermittelte Normstrategien bei der Formulierung einer attraktiven Strategie
    helfen können.
article_type: original
author:
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  last_name: Gausemeier
- first_name: Alexander
  full_name: Bäsecke, Alexander
  last_name: Bäsecke
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Koldewey C, Frank M, Gausemeier J, Bäsecke A, Reinhold J, Dumitrescu R. Systematische
    Entwicklung von Normstrategien für Smart Services. <i>ZWF Zeitschrift für wirtschaftliche
    Fabrikplanung</i>. 2020;115(7-8):524-528. doi:<a href="https://doi.org/10.3139/104.112297">10.3139/104.112297</a>
  apa: Koldewey, C., Frank, M., Gausemeier, J., Bäsecke, A., Reinhold, J., &#38; Dumitrescu,
    R. (2020). Systematische Entwicklung von Normstrategien für Smart Services. <i>ZWF
    Zeitschrift für wirtschaftliche Fabrikplanung</i>, <i>115</i>(7–8), 524–528. <a
    href="https://doi.org/10.3139/104.112297">https://doi.org/10.3139/104.112297</a>
  bibtex: '@article{Koldewey_Frank_Gausemeier_Bäsecke_Reinhold_Dumitrescu_2020, title={Systematische
    Entwicklung von Normstrategien für Smart Services}, volume={115}, DOI={<a href="https://doi.org/10.3139/104.112297">10.3139/104.112297</a>},
    number={7–8}, journal={ZWF Zeitschrift für wirtschaftliche Fabrikplanung}, publisher={Hanser},
    author={Koldewey, Christian and Frank, Maximilian and Gausemeier, Jürgen and Bäsecke,
    Alexander and Reinhold, Jannik and Dumitrescu, Roman}, year={2020}, pages={524–528}
    }'
  chicago: 'Koldewey, Christian, Maximilian Frank, Jürgen Gausemeier, Alexander Bäsecke,
    Jannik Reinhold, and Roman Dumitrescu. “Systematische Entwicklung von Normstrategien
    für Smart Services.” <i>ZWF Zeitschrift für wirtschaftliche Fabrikplanung</i>
    115, no. 7–8 (2020): 524–28. <a href="https://doi.org/10.3139/104.112297">https://doi.org/10.3139/104.112297</a>.'
  ieee: C. Koldewey, M. Frank, J. Gausemeier, A. Bäsecke, J. Reinhold, and R. Dumitrescu,
    “Systematische Entwicklung von Normstrategien für Smart Services,” <i>ZWF Zeitschrift
    für wirtschaftliche Fabrikplanung</i>, vol. 115, no. 7–8, pp. 524–528, 2020.
  mla: Koldewey, Christian, et al. “Systematische Entwicklung von Normstrategien für
    Smart Services.” <i>ZWF Zeitschrift für wirtschaftliche Fabrikplanung</i>, vol.
    115, no. 7–8, Hanser, 2020, pp. 524–28, doi:<a href="https://doi.org/10.3139/104.112297">10.3139/104.112297</a>.
  short: C. Koldewey, M. Frank, J. Gausemeier, A. Bäsecke, J. Reinhold, R. Dumitrescu,
    ZWF Zeitschrift für wirtschaftliche Fabrikplanung 115 (2020) 524–528.
date_created: 2020-11-16T12:29:33Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '563'
doi: 10.3139/104.112297
intvolume: '       115'
issue: 7-8
keyword:
- Smart Service
- Digitalisierung
- Industrie 4.0
language:
- iso: ger
page: 524-528
publication: ZWF Zeitschrift für wirtschaftliche Fabrikplanung
publication_status: published
publisher: Hanser
quality_controlled: '1'
status: public
title: Systematische Entwicklung von Normstrategien für Smart Services
type: journal_article
user_id: '43136'
volume: 115
year: '2020'
...
---
_id: '20365'
abstract:
- lang: eng
  text: 'Today’s manufacturing industry is confronted with fundamental changes in
    value creation. The tension between the two megatrends of digitization and servitization
    leads to new hybrid market offerings, so-called smart services. Corresponding
    business models and value networks fundamentally differ from traditional ones.
    Developing smart services requires an advanced management of business models and
    new competences in young disciplines, while their provision requires new internal
    and external organizational structures or processes. To strengthen their competitive
    position, manufacturing companies need to extend their business model portfolios
    and adapt their value networks. However, the highly complex transformation of
    value creation especially challenges small and medium-sized companies due to limited
    competences and resources. They must consider opening their boundaries and collaborating
    with partners. In this chapter, we introduce a basic framework for designing smart
    services and present a methodology for the planning of a smart service business
    integrating external partners. The methodology is structured into five phases:
    Examination of smart service portfolio, analysis of business models and environment,
    business model portfolio planning, competence identification and analysis, and
    value creation planning. The methodology is explained by an example on cable marker
    printers.'
author:
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Jannik
  full_name: Reinhold, Jannik
  id: '33669'
  last_name: Reinhold
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Koldewey C, Reinhold J, Dumitrescu R. Planning a Smart Service Business Integrating
    External Partners. In: Barlatier P-J, Mention A-L, eds. <i>Managing Digital Open
    Innovation</i>. Vol Volume 5. Open Innovation: Bridging Theory and Practice. World
    Scientific Publishing Company; 2020:255-298. doi:<a href="https://doi.org/10.1142/9789811219238_0010">10.1142/9789811219238_0010</a>'
  apa: Koldewey, C., Reinhold, J., &#38; Dumitrescu, R. (2020). Planning a Smart Service
    Business Integrating External Partners. In P.-J. Barlatier &#38; A.-L. Mention
    (Eds.), <i>Managing Digital Open Innovation</i> (Vol. Volume 5, pp. 255–298).
    World Scientific Publishing Company. <a href="https://doi.org/10.1142/9789811219238_0010">https://doi.org/10.1142/9789811219238_0010</a>
  bibtex: '@inbook{Koldewey_Reinhold_Dumitrescu_2020, series={Open Innovation: Bridging
    Theory and Practice}, title={Planning a Smart Service Business Integrating External
    Partners}, volume={Volume 5}, DOI={<a href="https://doi.org/10.1142/9789811219238_0010">10.1142/9789811219238_0010</a>},
    booktitle={Managing Digital Open Innovation}, publisher={World Scientific Publishing
    Company}, author={Koldewey, Christian and Reinhold, Jannik and Dumitrescu, Roman},
    editor={Barlatier, Pierre-Jean and Mention, Anne-LaureEditors}, year={2020}, pages={255–298},
    collection={Open Innovation: Bridging Theory and Practice} }'
  chicago: 'Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Planning
    a Smart Service Business Integrating External Partners.” In <i>Managing Digital
    Open Innovation</i>, edited by Pierre-Jean Barlatier and Anne-Laure Mention, Volume
    5:255–98. Open Innovation: Bridging Theory and Practice. World Scientific Publishing
    Company, 2020. <a href="https://doi.org/10.1142/9789811219238_0010">https://doi.org/10.1142/9789811219238_0010</a>.'
  ieee: C. Koldewey, J. Reinhold, and R. Dumitrescu, “Planning a Smart Service Business
    Integrating External Partners,” in <i>Managing Digital Open Innovation</i>, vol.
    Volume 5, P.-J. Barlatier and A.-L. Mention, Eds. World Scientific Publishing
    Company, 2020, pp. 255–298.
  mla: Koldewey, Christian, et al. “Planning a Smart Service Business Integrating
    External Partners.” <i>Managing Digital Open Innovation</i>, edited by Pierre-Jean
    Barlatier and Anne-Laure Mention, vol. Volume 5, World Scientific Publishing Company,
    2020, pp. 255–98, doi:<a href="https://doi.org/10.1142/9789811219238_0010">10.1142/9789811219238_0010</a>.
  short: 'C. Koldewey, J. Reinhold, R. Dumitrescu, in: P.-J. Barlatier, A.-L. Mention
    (Eds.), Managing Digital Open Innovation, World Scientific Publishing Company,
    2020, pp. 255–298.'
date_created: 2020-11-16T12:37:01Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '563'
doi: 10.1142/9789811219238_0010
editor:
- first_name: Pierre-Jean
  full_name: Barlatier, Pierre-Jean
  last_name: Barlatier
- first_name: Anne-Laure
  full_name: Mention, Anne-Laure
  last_name: Mention
keyword:
- Smart Service
- Digitalisierung
- Industrie 4.0
language:
- iso: eng
page: 255-298
publication: Managing Digital Open Innovation
publication_identifier:
  isbn:
  - 978-981-121-923-8
publication_status: published
publisher: World Scientific Publishing Company
series_title: 'Open Innovation: Bridging Theory and Practice'
status: public
title: Planning a Smart Service Business Integrating External Partners
type: book_chapter
user_id: '43136'
volume: Volume 5
year: '2020'
...
---
_id: '20447'
article_type: original
author:
- first_name: Melina
  full_name: Massmann, Melina
  last_name: Massmann
- first_name: Maurice
  full_name: Meyer, Maurice
  id: '77201'
  last_name: Meyer
  orcid: 0000-0003-0606-7321
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Massmann M, Meyer M, Frank M, von Enzberg S, Kühn A, Dumitrescu R. Method for
    data inventory and classification. <i>Procedia CIRP</i>. 2020;(93):234-239.
  apa: Massmann, M., Meyer, M., Frank, M., von Enzberg, S., Kühn, A., &#38; Dumitrescu,
    R. (2020). Method for data inventory and classification. <i>Procedia CIRP</i>,
    (93), 234–239.
  bibtex: '@article{Massmann_Meyer_Frank_von Enzberg_Kühn_Dumitrescu_2020, title={Method
    for data inventory and classification}, number={93}, journal={Procedia CIRP},
    author={Massmann, Melina and Meyer, Maurice and Frank, Maximilian and von Enzberg,
    Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2020}, pages={234–239}
    }'
  chicago: 'Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg,
    Arno Kühn, and Roman Dumitrescu. “Method for Data Inventory and Classification.”
    <i>Procedia CIRP</i>, no. 93 (2020): 234–39.'
  ieee: M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, and R. Dumitrescu,
    “Method for data inventory and classification,” <i>Procedia CIRP</i>, no. 93,
    pp. 234–239, 2020.
  mla: Massmann, Melina, et al. “Method for Data Inventory and Classification.” <i>Procedia
    CIRP</i>, no. 93, 2020, pp. 234–39.
  short: M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, R. Dumitrescu,
    Procedia CIRP (2020) 234–239.
date_created: 2020-11-20T12:16:09Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '563'
issue: '93'
language:
- iso: eng
page: 234-239
publication: Procedia CIRP
status: public
title: Method for data inventory and classification
type: journal_article
user_id: '77201'
year: '2020'
...
---
_id: '20448'
article_type: original
author:
- first_name: Maurice
  full_name: Meyer, Maurice
  id: '77201'
  last_name: Meyer
  orcid: 0000-0003-0606-7321
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Melina
  full_name: Massmann, Melina
  last_name: Massmann
- first_name: Niklas
  full_name: Wendt, Niklas
  last_name: Wendt
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Meyer M, Frank M, Massmann M, Wendt N, Dumitrescu R. Data-Driven Product Generation
    and Retrofit Planning. <i>Procedia CIRP</i>. 2020;(93):965-970.
  apa: Meyer, M., Frank, M., Massmann, M., Wendt, N., &#38; Dumitrescu, R. (2020).
    Data-Driven Product Generation and Retrofit Planning. <i>Procedia CIRP</i>, (93),
    965–970.
  bibtex: '@article{Meyer_Frank_Massmann_Wendt_Dumitrescu_2020, title={Data-Driven
    Product Generation and Retrofit Planning}, number={93}, journal={Procedia CIRP},
    author={Meyer, Maurice and Frank, Maximilian and Massmann, Melina and Wendt, Niklas
    and Dumitrescu, Roman}, year={2020}, pages={965–970} }'
  chicago: 'Meyer, Maurice, Maximilian Frank, Melina Massmann, Niklas Wendt, and Roman
    Dumitrescu. “Data-Driven Product Generation and Retrofit Planning.” <i>Procedia
    CIRP</i>, no. 93 (2020): 965–70.'
  ieee: M. Meyer, M. Frank, M. Massmann, N. Wendt, and R. Dumitrescu, “Data-Driven
    Product Generation and Retrofit Planning,” <i>Procedia CIRP</i>, no. 93, pp. 965–970,
    2020.
  mla: Meyer, Maurice, et al. “Data-Driven Product Generation and Retrofit Planning.”
    <i>Procedia CIRP</i>, no. 93, 2020, pp. 965–70.
  short: M. Meyer, M. Frank, M. Massmann, N. Wendt, R. Dumitrescu, Procedia CIRP (2020)
    965–970.
date_created: 2020-11-20T12:18:11Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '563'
issue: '93'
language:
- iso: eng
page: 965-970
publication: Procedia CIRP
status: public
title: Data-Driven Product Generation and Retrofit Planning
type: journal_article
user_id: '77201'
year: '2020'
...
---
_id: '20449'
article_type: original
author:
- first_name: Eckart
  full_name: Uhlmann, Eckart
  last_name: Uhlmann
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
- first_name: Julian
  full_name: Polte, Julian
  last_name: Polte
- first_name: Maurice
  full_name: Meyer, Maurice
  id: '77201'
  last_name: Meyer
  orcid: 0000-0003-0606-7321
- first_name: Deniz
  full_name: Simsek, Deniz
  last_name: Simsek
citation:
  ama: Uhlmann E, Dumitrescu R, Polte J, Meyer M, Simsek D. Datengetriebene Steigerung
    der Verfügbarkeit. <i> wt Werkstattstechnik online </i>. 2020;110(07-08):532-535.
  apa: Uhlmann, E., Dumitrescu, R., Polte, J., Meyer, M., &#38; Simsek, D. (2020).
    Datengetriebene Steigerung der Verfügbarkeit. <i> Wt Werkstattstechnik Online
    </i>, <i>110</i>(07–08), 532–535.
  bibtex: '@article{Uhlmann_Dumitrescu_Polte_Meyer_Simsek_2020, title={Datengetriebene
    Steigerung der Verfügbarkeit}, volume={110}, number={07–08}, journal={ wt Werkstattstechnik
    online }, author={Uhlmann, Eckart and Dumitrescu, Roman and Polte, Julian and
    Meyer, Maurice and Simsek, Deniz}, year={2020}, pages={532–535} }'
  chicago: 'Uhlmann, Eckart, Roman Dumitrescu, Julian Polte, Maurice Meyer, and Deniz
    Simsek. “Datengetriebene Steigerung Der Verfügbarkeit.” <i> Wt Werkstattstechnik
    Online </i> 110, no. 07–08 (2020): 532–35.'
  ieee: E. Uhlmann, R. Dumitrescu, J. Polte, M. Meyer, and D. Simsek, “Datengetriebene
    Steigerung der Verfügbarkeit,” <i> wt Werkstattstechnik online </i>, vol. 110,
    no. 07–08, pp. 532–535, 2020.
  mla: Uhlmann, Eckart, et al. “Datengetriebene Steigerung Der Verfügbarkeit.” <i>
    Wt Werkstattstechnik Online </i>, vol. 110, no. 07–08, 2020, pp. 532–35.
  short: E. Uhlmann, R. Dumitrescu, J. Polte, M. Meyer, D. Simsek,  Wt Werkstattstechnik
    Online  110 (2020) 532–535.
date_created: 2020-11-20T12:20:03Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '563'
intvolume: '       110'
issue: 07-08
language:
- iso: eng
page: 532-535
publication: ' wt Werkstattstechnik online '
status: public
title: Datengetriebene Steigerung der Verfügbarkeit
type: journal_article
user_id: '77201'
volume: 110
year: '2020'
...
---
_id: '20450'
article_type: original
author:
- first_name: Melina
  full_name: Massmann, Melina
  last_name: Massmann
- first_name: Maurice
  full_name: Meyer, Maurice
  id: '77201'
  last_name: Meyer
  orcid: 0000-0003-0606-7321
- first_name: Maximilian
  full_name: Frank, Maximilian
  last_name: Frank
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: Massmann M, Meyer M, Frank M, von Enzberg S, Kühn A, Dumitrescu R. Framework
    for Data Analytics in Data-Driven Product Planning. <i>Procedia Manufacturing</i>.
    2020.
  apa: Massmann, M., Meyer, M., Frank, M., von Enzberg, S., Kühn, A., &#38; Dumitrescu,
    R. (2020). Framework for Data Analytics in Data-Driven Product Planning. <i>Procedia
    Manufacturing</i>.
  bibtex: '@article{Massmann_Meyer_Frank_von Enzberg_Kühn_Dumitrescu_2020, title={Framework
    for Data Analytics in Data-Driven Product Planning}, journal={Procedia Manufacturing},
    author={Massmann, Melina and Meyer, Maurice and Frank, Maximilian and von Enzberg,
    Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2020} }'
  chicago: Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg,
    Arno Kühn, and Roman Dumitrescu. “Framework for Data Analytics in Data-Driven
    Product Planning.” <i>Procedia Manufacturing</i>, 2020.
  ieee: M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, and R. Dumitrescu,
    “Framework for Data Analytics in Data-Driven Product Planning,” <i>Procedia Manufacturing</i>,
    2020.
  mla: Massmann, Melina, et al. “Framework for Data Analytics in Data-Driven Product
    Planning.” <i>Procedia Manufacturing</i>, 2020.
  short: M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, R. Dumitrescu,
    Procedia Manufacturing (2020).
date_created: 2020-11-20T12:22:19Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia Manufacturing
status: public
title: Framework for Data Analytics in Data-Driven Product Planning
type: journal_article
user_id: '77201'
year: '2020'
...
