---
_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: '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: '18276'
abstract:
- lang: eng
  text: "Algorithm selection (AS) deals with the automatic selection of an algorithm\r\nfrom
    a fixed set of candidate algorithms most suitable for a specific instance\r\nof
    an algorithmic problem class, where \"suitability\" often refers to an\r\nalgorithm's
    runtime. Due to possibly extremely long runtimes of candidate\r\nalgorithms, training
    data for algorithm selection models is usually generated\r\nunder time constraints
    in the sense that not all algorithms are run to\r\ncompletion on all instances.
    Thus, training data usually comprises censored\r\ninformation, as the true runtime
    of algorithms timed out remains unknown.\r\nHowever, many standard AS approaches
    are not able to handle such information in\r\na proper way. On the other side,
    survival analysis (SA) naturally supports\r\ncensored data and offers appropriate
    ways to use such data for learning\r\ndistributional models of algorithm runtime,
    as we demonstrate in this work. We\r\nleverage such models as a basis of a sophisticated
    decision-theoretic approach\r\nto algorithm selection, which we dub Run2Survive.
    Moreover, taking advantage of\r\na framework of this kind, we advocate a risk-averse
    approach to algorithm\r\nselection, in which the avoidance of a timeout is given
    high priority. In an\r\nextensive experimental study with the standard benchmark
    ASlib, our approach is\r\nshown to be highly competitive and in many cases even
    superior to\r\nstate-of-the-art AS approaches."
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: Stefan
  full_name: Werner, Stefan
  last_name: Werner
- 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 A, Wever MD, Werner S, Mohr F, Hüllermeier E. Run2Survive: A Decision-theoretic
    Approach to Algorithm Selection based on Survival Analysis. In: <i>ACML 2020</i>.
    ; 2020.'
  apa: 'Tornede, A., Wever, M. D., Werner, S., Mohr, F., &#38; Hüllermeier, E. (2020).
    Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival
    Analysis. <i>ACML 2020</i>. 12th Asian Conference on Machine Learning, Bangkok,
    Thailand.'
  bibtex: '@inproceedings{Tornede_Wever_Werner_Mohr_Hüllermeier_2020, title={Run2Survive:
    A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis},
    booktitle={ACML 2020}, author={Tornede, Alexander and Wever, Marcel Dominik and
    Werner, Stefan and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }'
  chicago: 'Tornede, Alexander, Marcel Dominik Wever, Stefan Werner, Felix Mohr, and
    Eyke Hüllermeier. “Run2Survive: A Decision-Theoretic Approach to Algorithm Selection
    Based on Survival Analysis.” In <i>ACML 2020</i>, 2020.'
  ieee: 'A. Tornede, M. D. Wever, S. Werner, F. Mohr, and E. Hüllermeier, “Run2Survive:
    A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis,”
    presented at the 12th Asian Conference on Machine Learning, Bangkok, Thailand,
    2020.'
  mla: 'Tornede, Alexander, et al. “Run2Survive: A Decision-Theoretic Approach to
    Algorithm Selection Based on Survival Analysis.” <i>ACML 2020</i>, 2020.'
  short: 'A. Tornede, M.D. Wever, S. Werner, F. Mohr, E. Hüllermeier, in: ACML 2020,
    2020.'
conference:
  end_date: 2020-11-20
  location: Bangkok, Thailand
  name: 12th Asian Conference on Machine Learning
  start_date: 2020-11-18
date_created: 2020-08-25T12:09:28Z
date_updated: 2022-01-06T06:53:28Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/pdf/2007.02816.pdf
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: ACML 2020
status: public
title: 'Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on
  Survival Analysis'
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '15629'
abstract:
- lang: eng
  text: In multi-label classification (MLC), each instance is associated with a set
    of class labels, in contrast to standard classification where an instance is assigned
    a single label. Binary relevance (BR) learning, which reduces a multi-label to
    a set of binary classification problems, one per label, is arguably the most straight-forward
    approach to MLC. In spite of its simplicity, BR proved to be competitive to more
    sophisticated MLC methods, and still achieves state-of-the-art performance for
    many loss functions. Somewhat surprisingly, the optimal choice of the base learner
    for tackling the binary classification problems has received very little attention
    so far. Taking advantage of the label independence assumption inherent to BR,
    we propose a label-wise base learner selection method optimizing label-wise macro
    averaged performance measures. In an extensive experimental evaluation, we find
    that or approach, called LiBRe, can significantly improve generalization performance.
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. LiBRe: Label-Wise Selection of
    Base Learners in Binary Relevance for Multi-Label Classification. In: Springer.'
  apa: 'Wever, M. D., Tornede, A., Mohr, F., &#38; Hüllermeier, E. (n.d.). <i>LiBRe:
    Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification</i>.
    Symposium on Intelligent Data Analysis, Konstanz, Germany.'
  bibtex: '@inproceedings{Wever_Tornede_Mohr_Hüllermeier, title={LiBRe: Label-Wise
    Selection of Base Learners in Binary Relevance for Multi-Label Classification},
    publisher={Springer}, author={Wever, Marcel Dominik and Tornede, Alexander and
    Mohr, Felix and Hüllermeier, Eyke} }'
  chicago: 'Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier.
    “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label
    Classification.” Springer, n.d.'
  ieee: 'M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “LiBRe: Label-Wise
    Selection of Base Learners in Binary Relevance for Multi-Label Classification,”
    presented at the Symposium on Intelligent Data Analysis, Konstanz, Germany.'
  mla: 'Wever, Marcel Dominik, et al. <i>LiBRe: Label-Wise Selection of Base Learners
    in Binary Relevance for Multi-Label Classification</i>. Springer.'
  short: 'M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, in: Springer, n.d.'
conference:
  end_date: 2020-04-27
  location: Konstanz, Germany
  name: Symposium on Intelligent Data Analysis
  start_date: 2020-04-24
date_created: 2020-01-23T08:44:08Z
date_updated: 2022-01-06T06:52:30Z
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_status: accepted
publisher: Springer
status: public
title: 'LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label
  Classification'
type: conference
user_id: '5786'
year: '2020'
...
---
_id: '15025'
abstract:
- lang: eng
  text: In software engineering, the imprecise requirements of a user are transformed
    to a formal requirements specification during the requirements elicitation process.
    This process is usually guided by requirements engineers interviewing the user.
    We want to partially automate this first step of the software engineering process
    in order to enable users to specify a desired software system on their own. With
    our approach, users are only asked to provide exemplary behavioral descriptions.
    The problem of synthesizing a requirements specification from examples can partially
    be reduced to the problem of grammatical inference, to which we apply an active
    coevolutionary learning approach. However, this approach would usually require
    many feedback queries to be sent to the user. In this work, we extend and generalize
    our active learning approach to receive knowledge from multiple oracles, also
    known as proactive learning. The ‘user oracle’ represents input received from
    the user and the ‘knowledge oracle’ represents available, formalized domain knowledge.
    We call our two-oracle approach the ‘first apply knowledge then query’ (FAKT/Q)
    algorithm. We compare FAKT/Q to the active learning approach and provide an extensive
    benchmark evaluation. As result we find that the number of required user queries
    is reduced and the inference process is sped up significantly. Finally, with so-called
    On-The-Fly Markets, we present a motivation and an application of our approach
    where such knowledge is available.
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: Lorijn
  full_name: van Rooijen, Lorijn
  id: '58843'
  last_name: van Rooijen
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: Wever MD, van Rooijen L, Hamann H. Multi-Oracle Coevolutionary Learning of
    Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary
    Computation</i>. 2020;28(2):165–193. doi:<a href="https://doi.org/10.1162/evco_a_00266">10.1162/evco_a_00266</a>
  apa: Wever, M. D., van Rooijen, L., &#38; Hamann, H. (2020). Multi-Oracle Coevolutionary
    Learning of Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary
    Computation</i>, <i>28</i>(2), 165–193. <a href="https://doi.org/10.1162/evco_a_00266">https://doi.org/10.1162/evco_a_00266</a>
  bibtex: '@article{Wever_van Rooijen_Hamann_2020, title={Multi-Oracle Coevolutionary
    Learning of Requirements Specifications from Examples in On-The-Fly Markets},
    volume={28}, DOI={<a href="https://doi.org/10.1162/evco_a_00266">10.1162/evco_a_00266</a>},
    number={2}, journal={Evolutionary Computation}, publisher={MIT Press Journals},
    author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2020},
    pages={165–193} }'
  chicago: 'Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Multi-Oracle
    Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly
    Markets.” <i>Evolutionary Computation</i> 28, no. 2 (2020): 165–193. <a href="https://doi.org/10.1162/evco_a_00266">https://doi.org/10.1162/evco_a_00266</a>.'
  ieee: 'M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary
    Learning of Requirements Specifications from Examples in On-The-Fly Markets,”
    <i>Evolutionary Computation</i>, vol. 28, no. 2, pp. 165–193, 2020, doi: <a href="https://doi.org/10.1162/evco_a_00266">10.1162/evco_a_00266</a>.'
  mla: Wever, Marcel Dominik, et al. “Multi-Oracle Coevolutionary Learning of Requirements
    Specifications from Examples in On-The-Fly Markets.” <i>Evolutionary Computation</i>,
    vol. 28, no. 2, MIT Press Journals, 2020, pp. 165–193, doi:<a href="https://doi.org/10.1162/evco_a_00266">10.1162/evco_a_00266</a>.
  short: M.D. Wever, L. van Rooijen, H. Hamann, Evolutionary Computation 28 (2020)
    165–193.
date_created: 2019-11-18T14:19:19Z
date_updated: 2022-01-06T06:52:15Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
- _id: '63'
- _id: '238'
doi: 10.1162/evco_a_00266
intvolume: '        28'
issue: '2'
language:
- iso: eng
page: 165–193
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '9'
  name: SFB 901 - Subproject B1
- _id: '10'
  name: SFB 901 - Subproject B2
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Evolutionary Computation
publication_status: published
publisher: MIT Press Journals
related_material:
  link:
  - relation: confirmation
    url: https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00266
status: public
title: Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples
  in On-The-Fly Markets
type: journal_article
user_id: '15415'
volume: 28
year: '2020'
...
---
_id: '28368'
author:
- first_name: Matthias
  full_name: Lochbichler, Matthias
  last_name: Lochbichler
citation:
  ama: Lochbichler M. <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme</i>. Vol 394. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn; 2020.
  apa: Lochbichler, M. (2020). <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme</i> (Vol. 394). Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn.
  bibtex: '@book{Lochbichler_2020, series={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, title={Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme}, volume={394}, publisher={Verlagsschriftenreihe des Heinz
    Nixdorf Instituts, Paderborn}, author={Lochbichler, Matthias}, year={2020}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Lochbichler, Matthias. <i>Systematische Wahl einer Modellierungstiefe im
    Entwurfsprozess mechatronischer Systeme</i>. Vol. 394. Verlagsschriftenreihe des
    Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2020.
  ieee: M. Lochbichler, <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme</i>, vol. 394. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn, 2020.
  mla: Lochbichler, Matthias. <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2020.
  short: M. Lochbichler, Systematische Wahl einer Modellierungstiefe im Entwurfsprozess
    mechatronischer Systeme, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2020.
date_created: 2021-12-07T13:37:10Z
date_updated: 2023-02-27T08:11:11Z
department:
- _id: '26'
- _id: '153'
intvolume: '       394'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-13-2
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer
  Systeme
type: dissertation
user_id: '14931'
volume: 394
year: '2020'
...
---
_id: '28363'
author:
- first_name: Tobias
  full_name: Mittag, Tobias
  last_name: Mittag
citation:
  ama: Mittag T. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen</i>. Vol 389. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn; 2019.
  apa: Mittag, T. (2019). <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen</i> (Vol. 389). Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn.
  bibtex: '@book{Mittag_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn}, title={Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen}, volume={389}, publisher={Verlagsschriftenreihe des Heinz
    Nixdorf Instituts, Paderborn}, author={Mittag, Tobias}, year={2019}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Mittag, Tobias. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen</i>. Vol. 389. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2019.
  ieee: T. Mittag, <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen</i>, vol. 389. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn, 2019.
  mla: Mittag, Tobias. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2019.
  short: T. Mittag, Systematik zur Gestaltung der Wertschöpfung für digitalisierte
    hybride Marktleistungen, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn,
    2019.
date_created: 2021-12-07T13:29:49Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '26'
intvolume: '       389'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-08-8
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen
type: dissertation
user_id: '60046'
volume: 389
year: '2019'
...
---
_id: '28364'
author:
- first_name: Jürgen
  full_name: Gausemeier, Jürgen
  id: '163'
  last_name: Gausemeier
citation:
  ama: Gausemeier J. <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau
    und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>.
    Vol 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2019.
  apa: Gausemeier, J. (2019). <i>Vorausschau und Technologieplanung. 15. Symposium
    für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November
    2019</i> (Vol. 390). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.
  bibtex: '@book{Gausemeier_2019, series={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, title={Vorausschau und Technologieplanung. 15. Symposium
    für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November
    2019}, volume={390}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn}, author={Gausemeier, Jürgen}, year={2019}, collection={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Gausemeier, Jürgen. <i>Vorausschau und Technologieplanung. 15. Symposium
    für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November
    2019</i>. Vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.
    Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
  ieee: J. Gausemeier, <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau
    und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>,
    vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
  mla: Gausemeier, Jürgen. <i>Vorausschau und Technologieplanung. 15. Symposium für
    Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November
    2019</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.
  short: J. Gausemeier, Vorausschau und Technologieplanung. 15. Symposium für Vorausschau
    und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019, Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn, 2019.
date_created: 2021-12-07T13:30:53Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '26'
intvolume: '       390'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-09-5
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung,
  Heinz Nixdorf Institut, 21. und 22. November 2019
type: misc
user_id: '60046'
volume: 390
year: '2019'
...
---
_id: '28365'
author:
- first_name: Anja Maria
  full_name: Schierbaum, Anja Maria
  last_name: Schierbaum
citation:
  ama: Schierbaum AM. <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering
    Leitfäden im Maschinenbau</i>. Vol 391. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn; 2019.
  apa: Schierbaum, A. M. (2019). <i>Systematik zur Ableitung bedarfsgerechter Systems
    Engineering Leitfäden im Maschinenbau</i> (Vol. 391). Verlagsschriftenreihe des
    Heinz Nixdorf Instituts, Paderborn.
  bibtex: '@book{Schierbaum_2019, series={Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn}, title={Systematik zur Ableitung bedarfsgerechter Systems
    Engineering Leitfäden im Maschinenbau}, volume={391}, publisher={Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, Paderborn}, author={Schierbaum, Anja Maria}, year={2019},
    collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }'
  chicago: Schierbaum, Anja Maria. <i>Systematik zur Ableitung bedarfsgerechter Systems
    Engineering Leitfäden im Maschinenbau</i>. Vol. 391. Verlagsschriftenreihe des
    Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2019.
  ieee: A. M. Schierbaum, <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering
    Leitfäden im Maschinenbau</i>, vol. 391. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn, 2019.
  mla: Schierbaum, Anja Maria. <i>Systematik zur Ableitung bedarfsgerechter Systems
    Engineering Leitfäden im Maschinenbau</i>. Verlagsschriftenreihe des Heinz Nixdorf
    Instituts, Paderborn, 2019.
  short: A.M. Schierbaum, Systematik zur Ableitung bedarfsgerechter Systems Engineering
    Leitfäden im Maschinenbau, Verlagsschriftenreihe des Heinz Nixdorf Instituts,
    Paderborn, 2019.
date_created: 2021-12-07T13:32:29Z
date_updated: 2022-01-06T06:58:02Z
department:
- _id: '26'
intvolume: '       391'
language:
- iso: ger
publication_identifier:
  isbn:
  - 978-3-947647-10-1
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
series_title: Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn
status: public
title: Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im
  Maschinenbau
type: dissertation
user_id: '60046'
volume: 391
year: '2019'
...
---
_id: '17565'
author:
- first_name: Marie-Luis
  full_name: Merten, Marie-Luis
  last_name: Merten
- first_name: Nina
  full_name: Seemann, Nina
  last_name: Seemann
- first_name: Marcel Dominik
  full_name: Wever, Marcel Dominik
  id: '33176'
  last_name: Wever
  orcid: ' https://orcid.org/0000-0001-9782-6818'
citation:
  ama: Merten M-L, Seemann N, Wever MD. Grammatikwandel digital-kulturwissenschaftlich
    erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff. <i>Niederdeutsches
    Jahrbuch</i>. 2019;(142):124-146.
  apa: Merten, M.-L., Seemann, N., &#38; Wever, M. D. (2019). Grammatikwandel digital-kulturwissenschaftlich
    erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff. <i>Niederdeutsches
    Jahrbuch</i>, <i>142</i>, 124–146.
  bibtex: '@article{Merten_Seemann_Wever_2019, title={Grammatikwandel digital-kulturwissenschaftlich
    erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff},
    number={142}, journal={Niederdeutsches Jahrbuch}, author={Merten, Marie-Luis and
    Seemann, Nina and Wever, Marcel Dominik}, year={2019}, pages={124–146} }'
  chicago: 'Merten, Marie-Luis, Nina Seemann, and Marcel Dominik Wever. “Grammatikwandel
    digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im
    interdisziplinären Zugriff.” <i>Niederdeutsches Jahrbuch</i>, no. 142 (2019):
    124–46.'
  ieee: M.-L. Merten, N. Seemann, and M. D. Wever, “Grammatikwandel digital-kulturwissenschaftlich
    erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff,”
    <i>Niederdeutsches Jahrbuch</i>, no. 142, pp. 124–146, 2019.
  mla: Merten, Marie-Luis, et al. “Grammatikwandel digital-kulturwissenschaftlich
    erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff.”
    <i>Niederdeutsches Jahrbuch</i>, no. 142, 2019, pp. 124–46.
  short: M.-L. Merten, N. Seemann, M.D. Wever, Niederdeutsches Jahrbuch (2019) 124–146.
date_created: 2020-08-03T13:55:04Z
date_updated: 2022-01-06T06:53:15Z
department:
- _id: '34'
- _id: '355'
- _id: '26'
issue: '142'
language:
- iso: ger
page: 124-146
project:
- _id: '39'
  name: InterGramm
publication: Niederdeutsches Jahrbuch
publication_status: published
status: public
title: Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher
  Sprachausbau im interdisziplinären Zugriff
type: journal_article
user_id: '5786'
year: '2019'
...
---
_id: '22000'
abstract:
- lang: eng
  text: 'Requirement changes are a major cause for project failure. A systematic approach
    to manage those changes from the very beginning should be an in-tegral part of
    each development project. Although this is accepted in both sci-ence and industry,
    there is no adequate approach to tackle the issue, especially in the context of
    interdisciplinary systems. In this paper, a secondary analysis is done to identify
    all information that is necessary to manage those changes efficiently. The demanded
    information is pictured in a reference model and then mapped with the capabilities
    of existing approaches. Based on this, research gaps are identified and used to
    guide future research efforts. '
author:
- first_name: I.
  full_name: Gräßler, I.
  last_name: Gräßler
- first_name: C.
  full_name: Oleff, C.
  last_name: Oleff
citation:
  ama: 'Gräßler I, Oleff C. Risikoorientierte Analyse und Handhabung von Anforderungsänderungen.
    In: <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>. Vol 30. ; 2019:49-60.
    doi:<a href="https://doi.org/ 10.35199/dfx2019.5"> 10.35199/dfx2019.5</a>'
  apa: Gräßler, I., &#38; Oleff, C. (2019). Risikoorientierte Analyse und Handhabung
    von Anforderungsänderungen. In <i>Design for X - Beiträge zum 30. DfX-Symposium
    </i> (Vol. 30, pp. 49–60). <a href="https://doi.org/ 10.35199/dfx2019.5">https://doi.org/
    10.35199/dfx2019.5</a>
  bibtex: '@inproceedings{Gräßler_Oleff_2019, title={Risikoorientierte Analyse und
    Handhabung von Anforderungsänderungen}, volume={30}, DOI={<a href="https://doi.org/
    10.35199/dfx2019.5"> 10.35199/dfx2019.5</a>}, booktitle={Design for X - Beiträge
    zum 30. DfX-Symposium }, author={Gräßler, I. and Oleff, C.}, year={2019}, pages={49–60}
    }'
  chicago: Gräßler, I., and C. Oleff. “Risikoorientierte Analyse Und Handhabung von
    Anforderungsänderungen.” In <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>,
    30:49–60, 2019. <a href="https://doi.org/ 10.35199/dfx2019.5">https://doi.org/
    10.35199/dfx2019.5</a>.
  ieee: I. Gräßler and C. Oleff, “Risikoorientierte Analyse und Handhabung von Anforderungsänderungen,”
    in <i>Design for X - Beiträge zum 30. DfX-Symposium </i>, 2019, vol. 30, pp. 49–60.
  mla: Gräßler, I., and C. Oleff. “Risikoorientierte Analyse Und Handhabung von Anforderungsänderungen.”
    <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>, vol. 30, 2019, pp. 49–60,
    doi:<a href="https://doi.org/ 10.35199/dfx2019.5"> 10.35199/dfx2019.5</a>.
  short: 'I. Gräßler, C. Oleff, in: Design for X - Beiträge Zum 30. DfX-Symposium
    , 2019, pp. 49–60.'
date_created: 2021-05-05T09:39:27Z
date_updated: 2022-01-06T06:55:22Z
department:
- _id: '26'
- _id: '624'
- _id: '219'
doi: ' 10.35199/dfx2019.5'
intvolume: '        30'
page: 49-60
publication: 'Design for X - Beiträge zum 30. DfX-Symposium '
status: public
title: Risikoorientierte Analyse und Handhabung von Anforderungsänderungen
type: conference
user_id: '9138'
volume: 30
year: '2019'
...
---
_id: '22001'
abstract:
- lang: eng
  text: In diesem Beitrag wird ein Ansatz vorgestellt, welcher die Bewertung des Risikos
    von Anforderungsänderungen in der Entwicklung mechatronischer Systeme ermöglicht.
    Ausgehend von einer Anforderungsliste werden die Wechselwirkungen in einer Requirements
    Structure Matrix (RSM) teilautomatisch erfasst. Parallel werden Anforderungen
    in Bezug auf ihren Ursprung („Einflussbereich“) kategorisiert und darauf aufbauend
    priorisiert. Diese Priorisierung basiert auf dem Veränderungsrisiko und wird durch
    die drei Kriterien „Dynamik“, „Unsicherheit der Wissensbasis“ und „Relevanz für
    den Entwicklungsprozess“ charakterisiert. Das Vorgehen wird anhand strukturierter
    Interviews mit Projektleitern und Entwicklern und der Fallstudie eines Pedelecs
    als mechatronischem System validiert. Durch die Anwendung der Methode können disziplinübergreifende
    Abhängigkeiten von Anforderungen zur Reduktion von Iterationen in der Entwicklung
    mechatronischer Systeme – wie dem Pedelec – berücksichtigt werden.
author:
- first_name: I.
  full_name: Gräßler, I.
  last_name: Gräßler
- first_name: C.
  full_name: Oleff, C.
  last_name: Oleff
- first_name: P.
  full_name: Scholle, P.
  last_name: Scholle
citation:
  ama: 'Gräßler I, Oleff C, Scholle P. Priorisierung von Anforderungen für die Entwicklung
    mechatronischer Systeme. In: <i>Fachtagung Mechatronik 2019 Paderborn</i>. ; 2019:S.
    1-6. doi:<a href="https://doi.org/ 10.17619/UNIPB/1-791"> 10.17619/UNIPB/1-791</a>'
  apa: Gräßler, I., Oleff, C., &#38; Scholle, P. (2019). Priorisierung von Anforderungen
    für die Entwicklung mechatronischer Systeme. In <i>Fachtagung Mechatronik 2019
    Paderborn</i> (p. S. 1-6). <a href="https://doi.org/ 10.17619/UNIPB/1-791">https://doi.org/
    10.17619/UNIPB/1-791</a>
  bibtex: '@inproceedings{Gräßler_Oleff_Scholle_2019, title={Priorisierung von Anforderungen
    für die Entwicklung mechatronischer Systeme}, DOI={<a href="https://doi.org/ 10.17619/UNIPB/1-791">
    10.17619/UNIPB/1-791</a>}, booktitle={Fachtagung Mechatronik 2019 Paderborn},
    author={Gräßler, I. and Oleff, C. and Scholle, P.}, year={2019}, pages={S. 1-6}
    }'
  chicago: Gräßler, I., C. Oleff, and P. Scholle. “Priorisierung von Anforderungen
    Für Die Entwicklung Mechatronischer Systeme.” In <i>Fachtagung Mechatronik 2019
    Paderborn</i>, S. 1-6, 2019. <a href="https://doi.org/ 10.17619/UNIPB/1-791">https://doi.org/
    10.17619/UNIPB/1-791</a>.
  ieee: I. Gräßler, C. Oleff, and P. Scholle, “Priorisierung von Anforderungen für
    die Entwicklung mechatronischer Systeme,” in <i>Fachtagung Mechatronik 2019 Paderborn</i>,
    2019, p. S. 1-6.
  mla: Gräßler, I., et al. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer
    Systeme.” <i>Fachtagung Mechatronik 2019 Paderborn</i>, 2019, p. S. 1-6, doi:<a
    href="https://doi.org/ 10.17619/UNIPB/1-791"> 10.17619/UNIPB/1-791</a>.
  short: 'I. Gräßler, C. Oleff, P. Scholle, in: Fachtagung Mechatronik 2019 Paderborn,
    2019, p. S. 1-6.'
date_created: 2021-05-05T09:39:28Z
date_updated: 2022-01-06T06:55:22Z
department:
- _id: '26'
- _id: '624'
- _id: '219'
doi: ' 10.17619/UNIPB/1-791'
page: S. 1-6
publication: Fachtagung Mechatronik 2019 Paderborn
status: public
title: Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme
type: conference
user_id: '9138'
year: '2019'
...
---
_id: '22002'
abstract:
- lang: eng
  text: In diesem Beitrag wird ein Ansatz vorgestellt, welcher die Bewertung des Risikos
    von Anforderungsänderungen in der Entwicklung mechatronischer Systeme ermöglicht.
    Ausgehend von einer Anforderungsliste werden die Wechselwirkungen in einer Requirements
    Structure Matrix (RSM) teilautomatisch erfasst. Parallel werden Anforderungen
    in Bezug auf ihren Ursprung („Einflussbereich“) kategorisiert und darauf aufbauend
    priorisiert. Diese Priorisierung basiert auf dem Veränderungsrisiko und wird durch
    die drei Kriterien „Dynamik“, „Unsicherheit der Wissensbasis“ und „Relevanz für
    den Entwicklungsprozess“ charakterisiert. Das Vorgehen wird anhand strukturierter
    Interviews mit Projektleitern und Entwicklern und der Fallstudie eines Pedelecs
    als mechatronischem System validiert. Durch die Anwendung der Methode können disziplinübergreifende
    Abhängigkeiten von Anforderungen zur Reduktion von Iterationen in der Entwicklung
    mechatronischer Systeme – wie dem Pedelec – berücksichtigt werden.
author:
- first_name: I.
  full_name: Gräßler, I.
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: H.
  full_name: Thiele, H.
  last_name: Thiele
- first_name: C.
  full_name: Oleff, C.
  last_name: Oleff
- first_name: P.
  full_name: Scholle, P.
  last_name: Scholle
- first_name: V.
  full_name: Schulze, V.
  last_name: Schulze
citation:
  ama: 'Gräßler I, Thiele H, Oleff C, Scholle P, Schulze V. Priorisierung von Anforderungen
    für die Entwicklung mechatronischer Systeme. In: <i>International Conference on
    Engineering Design (ICED19)</i>. ; 2019:1265-1274. doi:<a href="https://doi.org/10.17619/UNIPB/1-791">10.17619/UNIPB/1-791</a>'
  apa: Gräßler, I., Thiele, H., Oleff, C., Scholle, P., &#38; Schulze, V. (2019).
    Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme. In
    <i>International Conference on Engineering Design (ICED19)</i> (pp. 1265–1274).
    <a href="https://doi.org/10.17619/UNIPB/1-791">https://doi.org/10.17619/UNIPB/1-791</a>
  bibtex: '@inproceedings{Gräßler_Thiele_Oleff_Scholle_Schulze_2019, title={Priorisierung
    von Anforderungen für die Entwicklung mechatronischer Systeme}, DOI={<a href="https://doi.org/10.17619/UNIPB/1-791">10.17619/UNIPB/1-791</a>},
    booktitle={International Conference on Engineering Design (ICED19)}, author={Gräßler,
    I. and Thiele, H. and Oleff, C. and Scholle, P. and Schulze, V.}, year={2019},
    pages={1265–1274} }'
  chicago: Gräßler, I., H. Thiele, C. Oleff, P. Scholle, and V. Schulze. “Priorisierung
    von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” In <i>International
    Conference on Engineering Design (ICED19)</i>, 1265–74, 2019. <a href="https://doi.org/10.17619/UNIPB/1-791">https://doi.org/10.17619/UNIPB/1-791</a>.
  ieee: I. Gräßler, H. Thiele, C. Oleff, P. Scholle, and V. Schulze, “Priorisierung
    von Anforderungen für die Entwicklung mechatronischer Systeme,” in <i>International
    Conference on Engineering Design (ICED19)</i>, 2019, pp. 1265–1274.
  mla: Gräßler, I., et al. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer
    Systeme.” <i>International Conference on Engineering Design (ICED19)</i>, 2019,
    pp. 1265–74, doi:<a href="https://doi.org/10.17619/UNIPB/1-791">10.17619/UNIPB/1-791</a>.
  short: 'I. Gräßler, H. Thiele, C. Oleff, P. Scholle, V. Schulze, in: International
    Conference on Engineering Design (ICED19), 2019, pp. 1265–1274.'
date_created: 2021-05-05T09:39:29Z
date_updated: 2022-01-06T06:55:22Z
department:
- _id: '26'
- _id: '624'
- _id: '219'
doi: 10.17619/UNIPB/1-791
language:
- iso: eng
page: 1265-1274
publication: International Conference on Engineering Design (ICED19)
status: public
title: Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme
type: conference
user_id: '14931'
year: '2019'
...
---
_id: '14896'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules. <i>IEEE Transactions on Software Engineering</i>.
    Published online 2019:1-1. doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules. <i>IEEE Transactions on Software
    Engineering</i>, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>'
  bibtex: '@article{Dann_Hermann_Bodden_2019, title={ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules}, DOI={<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>},
    journal={IEEE Transactions on Software Engineering}, author={Dann, Andreas and
    Hermann, Ben and Bodden, Eric}, year={2019}, pages={1–1} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “ModGuard: Identifying Integrity
    &#38;Confidentiality Violations in Java Modules.” <i>IEEE Transactions on Software
    Engineering</i>, 2019, 1–1. <a href="https://doi.org/10.1109/tse.2019.2931331">https://doi.org/10.1109/tse.2019.2931331</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules,” <i>IEEE Transactions on Software Engineering</i>,
    pp. 1–1, 2019, doi: <a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  mla: 'Dann, Andreas, et al. “ModGuard: Identifying Integrity &#38;Confidentiality
    Violations in Java Modules.” <i>IEEE Transactions on Software Engineering</i>,
    2019, pp. 1–1, doi:<a href="https://doi.org/10.1109/tse.2019.2931331">10.1109/tse.2019.2931331</a>.'
  short: A. Dann, B. Hermann, E. Bodden, IEEE Transactions on Software Engineering
    (2019) 1–1.
date_created: 2019-11-12T12:20:56Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/tse.2019.2931331
language:
- iso: eng
page: 1-1
project:
- _id: '1'
  name: SFB 901
- _id: '3'
  name: SFB 901 - Project Area B
- _id: '12'
  name: SFB 901 - Subproject B4
publication: IEEE Transactions on Software Engineering
publication_identifier:
  issn:
  - 0098-5589
  - 1939-3520
  - 2326-3881
publication_status: published
status: public
title: 'ModGuard: Identifying Integrity &Confidentiality Violations in Java Modules'
type: journal_article
user_id: '5786'
year: '2019'
...
---
_id: '14897'
author:
- first_name: Andreas
  full_name: Dann, Andreas
  last_name: Dann
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Dann A, Hermann B, Bodden E. SootDiff: bytecode comparison across different
    Java compilers. In: <i>Proceedings of the 8th ACM SIGPLAN International Workshop
    on State Of the Art in Program Analysis  - SOAP 2019</i>. ; 2019. doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>'
  apa: 'Dann, A., Hermann, B., &#38; Bodden, E. (2019). SootDiff: bytecode comparison
    across different Java compilers. <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>'
  bibtex: '@inproceedings{Dann_Hermann_Bodden_2019, title={SootDiff: bytecode comparison
    across different Java compilers}, DOI={<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>},
    booktitle={Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019}, author={Dann, Andreas and Hermann,
    Ben and Bodden, Eric}, year={2019} }'
  chicago: 'Dann, Andreas, Ben Hermann, and Eric Bodden. “SootDiff: Bytecode Comparison
    across Different Java Compilers.” In <i>Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019</i>, 2019. <a href="https://doi.org/10.1145/3315568.3329966">https://doi.org/10.1145/3315568.3329966</a>.'
  ieee: 'A. Dann, B. Hermann, and E. Bodden, “SootDiff: bytecode comparison across
    different Java compilers,” 2019, doi: <a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  mla: 'Dann, Andreas, et al. “SootDiff: Bytecode Comparison across Different Java
    Compilers.” <i>Proceedings of the 8th ACM SIGPLAN International Workshop on State
    Of the Art in Program Analysis  - SOAP 2019</i>, 2019, doi:<a href="https://doi.org/10.1145/3315568.3329966">10.1145/3315568.3329966</a>.'
  short: 'A. Dann, B. Hermann, E. Bodden, in: Proceedings of the 8th ACM SIGPLAN International
    Workshop on State Of the Art in Program Analysis  - SOAP 2019, 2019.'
date_created: 2019-11-12T12:21:11Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1145/3315568.3329966
language:
- iso: eng
main_file_link:
- url: https://thewhitespace.de/publications/dhb19-sootdiff.pdf
publication: Proceedings of the 8th ACM SIGPLAN International Workshop on State Of
  the Art in Program Analysis  - SOAP 2019
publication_identifier:
  isbn:
  - '9781450367202'
publication_status: published
status: public
title: 'SootDiff: bytecode comparison across different Java compilers'
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '14899'
author:
- first_name: Stefan
  full_name: Kruger, Stefan
  last_name: Kruger
- first_name: Ben
  full_name: Hermann, Ben
  id: '66173'
  last_name: Hermann
  orcid: 0000-0001-9848-2017
citation:
  ama: 'Kruger S, Hermann B. Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts. In: <i>2019 IEEE/ACM 2nd International Workshop
    on Gender Equality in Software Engineering (GE)</i>. ; 2019. doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>'
  apa: Kruger, S., &#38; Hermann, B. (2019). Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts. <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>.
    <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>
  bibtex: '@inproceedings{Kruger_Hermann_2019, title={Can an Online Service Predict
    Gender? On the State-of-the-Art in Gender Identification from Texts}, DOI={<a
    href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>}, booktitle={2019
    IEEE/ACM 2nd International Workshop on Gender Equality in Software Engineering
    (GE)}, author={Kruger, Stefan and Hermann, Ben}, year={2019} }'
  chicago: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender?
    On the State-of-the-Art in Gender Identification from Texts.” In <i>2019 IEEE/ACM
    2nd International Workshop on Gender Equality in Software Engineering (GE)</i>,
    2019. <a href="https://doi.org/10.1109/ge.2019.00012">https://doi.org/10.1109/ge.2019.00012</a>.
  ieee: 'S. Kruger and B. Hermann, “Can an Online Service Predict Gender? On the State-of-the-Art
    in Gender Identification from Texts,” 2019, doi: <a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.'
  mla: Kruger, Stefan, and Ben Hermann. “Can an Online Service Predict Gender? On
    the State-of-the-Art in Gender Identification from Texts.” <i>2019 IEEE/ACM 2nd
    International Workshop on Gender Equality in Software Engineering (GE)</i>, 2019,
    doi:<a href="https://doi.org/10.1109/ge.2019.00012">10.1109/ge.2019.00012</a>.
  short: 'S. Kruger, B. Hermann, in: 2019 IEEE/ACM 2nd International Workshop on Gender
    Equality in Software Engineering (GE), 2019.'
date_created: 2019-11-12T12:22:48Z
date_updated: 2022-01-06T06:52:10Z
department:
- _id: '76'
- _id: '34'
- _id: '26'
doi: 10.1109/ge.2019.00012
language:
- iso: eng
publication: 2019 IEEE/ACM 2nd International Workshop on Gender Equality in Software
  Engineering (GE)
publication_identifier:
  isbn:
  - '9781728122458'
publication_status: published
status: public
title: Can an Online Service Predict Gender? On the State-of-the-Art in Gender Identification
  from Texts
type: conference
user_id: '5786'
year: '2019'
...
---
_id: '42066'
author:
- first_name: Daniel
  full_name: Kruse, Daniel
  last_name: Kruse
citation:
  ama: Kruse D. <i>Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme</i>. Vol
    388. Verlagsschriftenreihe des Heinz Nixdorf Instituts; 2019.
  apa: Kruse, D. (2019). <i>Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme</i> (Vol.
    388). Verlagsschriftenreihe des Heinz Nixdorf Instituts.
  bibtex: '@book{Kruse_2019, title={Teilautomatisierte Parameteridentifikation für
    die Validierung von Dynamikmodellen im modellbasierten Entwurf mechatronischer
    Systeme}, volume={388}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts},
    author={Kruse, Daniel}, year={2019} }'
  chicago: Kruse, Daniel. <i>Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme</i>. Vol.
    388. Verlagsschriftenreihe des Heinz Nixdorf Instituts, 2019.
  ieee: D. Kruse, <i>Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme</i>, vol.
    388. Verlagsschriftenreihe des Heinz Nixdorf Instituts, 2019.
  mla: Kruse, Daniel. <i>Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme</i>. Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, 2019.
  short: D. Kruse, Teilautomatisierte Parameteridentifikation für die Validierung
    von Dynamikmodellen im modellbasierten Entwurf mechatronischer Systeme, Verlagsschriftenreihe
    des Heinz Nixdorf Instituts, 2019.
date_created: 2023-02-14T10:48:49Z
date_updated: 2024-07-12T12:05:31Z
department:
- _id: '153'
- _id: '26'
intvolume: '       388'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://digital.ub.uni-paderborn.de/urn/urn:nbn:de:hbz:466:2-33990
oa: '1'
publication_identifier:
  isbn:
  - '9783947647071'
publication_status: published
publisher: Verlagsschriftenreihe des Heinz Nixdorf Instituts
status: public
supervisor:
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
title: Teilautomatisierte Parameteridentifikation für die Validierung von Dynamikmodellen
  im modellbasierten Entwurf mechatronischer Systeme
type: dissertation
user_id: '1112'
volume: 388
year: '2019'
...