---
_id: '53958'
abstract:
- lang: eng
  text: "To detect security vulnerabilities, static analysis tools need to be configured
    with security-relevant methods. Current approaches can automatically identify
    such methods using binary relevance machine learning approaches. However, they
    ignore dependencies among security-relevant methods, over-generalize and perform
    poorly in practice. Additionally, users have to nevertheless manually configure
    static analysis tools using the detected methods. Based on feedback from users
    and our observations, the excessive manual steps can often be tedious, error-prone
    and counter-intuitive.\r\n In this paper, we present Dev-Assist, an IntelliJ IDEA
    plugin that detects security-relevant methods using a multi-label machine learning
    approach that considers dependencies among labels. The plugin can automatically
    generate configurations for static analysis tools, run the static analysis, and
    show the results in IntelliJ IDEA. Our experiments reveal that Dev-Assist's machine
    learning approach has a higher F1-Measure than related approaches. Moreover, the
    plugin reduces and simplifies the manual effort required when configuring and
    using static analysis tools."
author:
- first_name: Oshando
  full_name: Johnson, Oshando
  id: '66583'
  last_name: Johnson
- first_name: Goran
  full_name: Piskachev, Goran
  id: '41936'
  last_name: Piskachev
  orcid: 0000-0003-4424-5838
- first_name: Ranjith
  full_name: Krishnamurthy, Ranjith
  id: '78060'
  last_name: Krishnamurthy
  orcid: 0000-0002-0906-5463
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Johnson O, Piskachev G, Krishnamurthy R, Bodden E. Detecting Security-Relevant
    Methods using Multi-label Machine Learning. In: <i>Proceedings of the 46th International
    Conference on Software Engineering, IDE Workshop</i>. ; 2024. doi:<a href="https://doi.org/10.48550/ARXIV.2403.07501">10.48550/ARXIV.2403.07501</a>'
  apa: Johnson, O., Piskachev, G., Krishnamurthy, R., &#38; Bodden, E. (2024). Detecting
    Security-Relevant Methods using Multi-label Machine Learning. <i>Proceedings of
    the 46th International Conference on Software Engineering, IDE Workshop</i>. <a
    href="https://doi.org/10.48550/ARXIV.2403.07501">https://doi.org/10.48550/ARXIV.2403.07501</a>
  bibtex: '@inproceedings{Johnson_Piskachev_Krishnamurthy_Bodden_2024, title={Detecting
    Security-Relevant Methods using Multi-label Machine Learning}, DOI={<a href="https://doi.org/10.48550/ARXIV.2403.07501">10.48550/ARXIV.2403.07501</a>},
    booktitle={Proceedings of the 46th International Conference on Software Engineering,
    IDE Workshop}, author={Johnson, Oshando and Piskachev, Goran and Krishnamurthy,
    Ranjith and Bodden, Eric}, year={2024} }'
  chicago: Johnson, Oshando, Goran Piskachev, Ranjith Krishnamurthy, and Eric Bodden.
    “Detecting Security-Relevant Methods Using Multi-Label Machine Learning.” In <i>Proceedings
    of the 46th International Conference on Software Engineering, IDE Workshop</i>,
    2024. <a href="https://doi.org/10.48550/ARXIV.2403.07501">https://doi.org/10.48550/ARXIV.2403.07501</a>.
  ieee: 'O. Johnson, G. Piskachev, R. Krishnamurthy, and E. Bodden, “Detecting Security-Relevant
    Methods using Multi-label Machine Learning,” 2024, doi: <a href="https://doi.org/10.48550/ARXIV.2403.07501">10.48550/ARXIV.2403.07501</a>.'
  mla: Johnson, Oshando, et al. “Detecting Security-Relevant Methods Using Multi-Label
    Machine Learning.” <i>Proceedings of the 46th International Conference on Software
    Engineering, IDE Workshop</i>, 2024, doi:<a href="https://doi.org/10.48550/ARXIV.2403.07501">10.48550/ARXIV.2403.07501</a>.
  short: 'O. Johnson, G. Piskachev, R. Krishnamurthy, E. Bodden, in: Proceedings of
    the 46th International Conference on Software Engineering, IDE Workshop, 2024.'
date_created: 2024-05-06T11:43:19Z
date_updated: 2024-05-06T11:47:14Z
department:
- _id: '76'
- _id: '662'
doi: 10.48550/ARXIV.2403.07501
language:
- iso: eng
publication: Proceedings of the 46th International Conference on Software Engineering,
  IDE Workshop
status: public
title: Detecting Security-Relevant Methods using Multi-label Machine Learning
type: conference
user_id: '15249'
year: '2024'
...
---
_id: '53796'
author:
- first_name: Abdelhakim
  full_name: Amer, Abdelhakim
  last_name: Amer
- first_name: Olaya
  full_name: Álvarez-Tuñón, Olaya
  last_name: Álvarez-Tuñón
- first_name: Halil İbrahim
  full_name: Uğurlu, Halil İbrahim
  last_name: Uğurlu
- first_name: Jonas
  full_name: Le Fevre Sejersen, Jonas
  last_name: Le Fevre Sejersen
- first_name: Yury
  full_name: Brodskiy, Yury
  last_name: Brodskiy
- first_name: Erdal
  full_name: Kayacan, Erdal
  id: '98838'
  last_name: Kayacan
citation:
  ama: 'Amer A, Álvarez-Tuñón O, Uğurlu Hİ, Le Fevre Sejersen J, Brodskiy Y, Kayacan
    E. UNav-Sim: A Visually Realistic Underwater Robotics Simulator and Synthetic
    Data-Generation Framework. In: <i>2023 21st International Conference on Advanced
    Robotics (ICAR)</i>. IEEE; 2024. doi:<a href="https://doi.org/10.1109/icar58858.2023.10406819">10.1109/icar58858.2023.10406819</a>'
  apa: 'Amer, A., Álvarez-Tuñón, O., Uğurlu, H. İ., Le Fevre Sejersen, J., Brodskiy,
    Y., &#38; Kayacan, E. (2024). UNav-Sim: A Visually Realistic Underwater Robotics
    Simulator and Synthetic Data-Generation Framework. <i>2023 21st International
    Conference on Advanced Robotics (ICAR)</i>. <a href="https://doi.org/10.1109/icar58858.2023.10406819">https://doi.org/10.1109/icar58858.2023.10406819</a>'
  bibtex: '@inproceedings{Amer_Álvarez-Tuñón_Uğurlu_Le Fevre Sejersen_Brodskiy_Kayacan_2024,
    title={UNav-Sim: A Visually Realistic Underwater Robotics Simulator and Synthetic
    Data-Generation Framework}, DOI={<a href="https://doi.org/10.1109/icar58858.2023.10406819">10.1109/icar58858.2023.10406819</a>},
    booktitle={2023 21st International Conference on Advanced Robotics (ICAR)}, publisher={IEEE},
    author={Amer, Abdelhakim and Álvarez-Tuñón, Olaya and Uğurlu, Halil İbrahim and
    Le Fevre Sejersen, Jonas and Brodskiy, Yury and Kayacan, Erdal}, year={2024} }'
  chicago: 'Amer, Abdelhakim, Olaya Álvarez-Tuñón, Halil İbrahim Uğurlu, Jonas Le
    Fevre Sejersen, Yury Brodskiy, and Erdal Kayacan. “UNav-Sim: A Visually Realistic
    Underwater Robotics Simulator and Synthetic Data-Generation Framework.” In <i>2023
    21st International Conference on Advanced Robotics (ICAR)</i>. IEEE, 2024. <a
    href="https://doi.org/10.1109/icar58858.2023.10406819">https://doi.org/10.1109/icar58858.2023.10406819</a>.'
  ieee: 'A. Amer, O. Álvarez-Tuñón, H. İ. Uğurlu, J. Le Fevre Sejersen, Y. Brodskiy,
    and E. Kayacan, “UNav-Sim: A Visually Realistic Underwater Robotics Simulator
    and Synthetic Data-Generation Framework,” 2024, doi: <a href="https://doi.org/10.1109/icar58858.2023.10406819">10.1109/icar58858.2023.10406819</a>.'
  mla: 'Amer, Abdelhakim, et al. “UNav-Sim: A Visually Realistic Underwater Robotics
    Simulator and Synthetic Data-Generation Framework.” <i>2023 21st International
    Conference on Advanced Robotics (ICAR)</i>, IEEE, 2024, doi:<a href="https://doi.org/10.1109/icar58858.2023.10406819">10.1109/icar58858.2023.10406819</a>.'
  short: 'A. Amer, O. Álvarez-Tuñón, H.İ. Uğurlu, J. Le Fevre Sejersen, Y. Brodskiy,
    E. Kayacan, in: 2023 21st International Conference on Advanced Robotics (ICAR),
    IEEE, 2024.'
date_created: 2024-04-30T10:25:20Z
date_updated: 2024-05-06T12:50:16Z
department:
- _id: '57'
doi: 10.1109/icar58858.2023.10406819
language:
- iso: eng
publication: 2023 21st International Conference on Advanced Robotics (ICAR)
publication_status: published
publisher: IEEE
status: public
title: 'UNav-Sim: A Visually Realistic Underwater Robotics Simulator and Synthetic
  Data-Generation Framework'
type: conference
user_id: '78813'
year: '2024'
...
---
_id: '51207'
abstract:
- lang: eng
  text: "Let $X=X_1\\times X_2$ be a product of two rank one symmetric spaces of\r\nnon-compact
    type and $\\Gamma$ a torsion-free discrete subgroup in $G_1\\times\r\nG_2$. We
    show that the spectrum of $\\Gamma \\backslash X$ is related to the\r\nasymptotic
    growth of $\\Gamma$ in the two direction defined by the two factors.\r\nWe obtain
    that $L^2(\\Gamma \\backslash G)$ is tempered for large class of\r\n$\\Gamma$."
article_number: '76'
author:
- first_name: Tobias
  full_name: Weich, Tobias
  id: '49178'
  last_name: Weich
  orcid: 0000-0002-9648-6919
- first_name: Lasse Lennart
  full_name: Wolf, Lasse Lennart
  id: '45027'
  last_name: Wolf
  orcid: 0000-0001-8893-2045
citation:
  ama: 'Weich T, Wolf LL. Temperedness of locally symmetric spaces: The product case.
    <i>Geom Dedicata</i>. 2024;218. doi:<a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>'
  apa: 'Weich, T., &#38; Wolf, L. L. (2024). Temperedness of locally symmetric spaces:
    The product case. <i>Geom Dedicata</i>, <i>218</i>, Article 76. <a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>'
  bibtex: '@article{Weich_Wolf_2024, title={Temperedness of locally symmetric spaces:
    The product case}, volume={218}, DOI={<a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>},
    number={76}, journal={Geom Dedicata}, author={Weich, Tobias and Wolf, Lasse Lennart},
    year={2024} }'
  chicago: 'Weich, Tobias, and Lasse Lennart Wolf. “Temperedness of Locally Symmetric
    Spaces: The Product Case.” <i>Geom Dedicata</i> 218 (2024). <a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>.'
  ieee: 'T. Weich and L. L. Wolf, “Temperedness of locally symmetric spaces: The product
    case,” <i>Geom Dedicata</i>, vol. 218, Art. no. 76, 2024, doi: <a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>.'
  mla: 'Weich, Tobias, and Lasse Lennart Wolf. “Temperedness of Locally Symmetric
    Spaces: The Product Case.” <i>Geom Dedicata</i>, vol. 218, 76, 2024, doi:<a href="https://doi.org/10.1007/s10711-024-00904-4">https://doi.org/10.1007/s10711-024-00904-4</a>.'
  short: T. Weich, L.L. Wolf, Geom Dedicata 218 (2024).
date_created: 2024-02-06T21:00:55Z
date_updated: 2024-05-07T11:44:34Z
department:
- _id: '10'
- _id: '623'
- _id: '548'
doi: https://doi.org/10.1007/s10711-024-00904-4
external_id:
  arxiv:
  - '2304.09573'
intvolume: '       218'
language:
- iso: eng
publication: Geom Dedicata
status: public
title: 'Temperedness of locally symmetric spaces: The product case'
type: journal_article
user_id: '45027'
volume: 218
year: '2024'
...
---
_id: '54078'
author:
- first_name: Uta
  full_name: Häsel-Weide, Uta
  id: '60267'
  last_name: Häsel-Weide
- first_name: Lara Marie
  full_name: Graf, Lara Marie
  id: '89837'
  last_name: Graf
- first_name: K.
  full_name: Höveler, K.
  last_name: Höveler
- first_name: M.
  full_name: Nührenbörger, M.
  last_name: Nührenbörger
citation:
  ama: 'Häsel-Weide U, Graf LM, Höveler K, Nührenbörger M. Fachbezogene Professionalisierung
    von fachfremd Mathematik unterrichtenden Lehrkräften: Retrospektive Selbsteinschätzungen
    zur Expertise im Umgang mit Schwierigkeiten beim Mathematiklernen im Anfangsunterricht
    der Grundschule. <i>HLZ – Herausforderung Lehrer*innenbildung</i>. 2024;7(1).
    doi:<a href="https://doi.org/10.11576/hlz-6727">10.11576/hlz-6727</a>'
  apa: 'Häsel-Weide, U., Graf, L. M., Höveler, K., &#38; Nührenbörger, M. (2024).
    Fachbezogene Professionalisierung von fachfremd Mathematik unterrichtenden Lehrkräften:
    Retrospektive Selbsteinschätzungen zur Expertise im Umgang mit Schwierigkeiten
    beim Mathematiklernen im Anfangsunterricht der Grundschule. <i>HLZ – Herausforderung
    Lehrer*innenbildung</i>, <i>7</i>(1). <a href="https://doi.org/10.11576/hlz-6727">https://doi.org/10.11576/hlz-6727</a>'
  bibtex: '@article{Häsel-Weide_Graf_Höveler_Nührenbörger_2024, title={Fachbezogene
    Professionalisierung von fachfremd Mathematik unterrichtenden Lehrkräften: Retrospektive
    Selbsteinschätzungen zur Expertise im Umgang mit Schwierigkeiten beim Mathematiklernen
    im Anfangsunterricht der Grundschule}, volume={7}, DOI={<a href="https://doi.org/10.11576/hlz-6727">10.11576/hlz-6727</a>},
    number={1}, journal={HLZ – Herausforderung Lehrer*innenbildung}, author={Häsel-Weide,
    Uta and Graf, Lara Marie and Höveler, K. and Nührenbörger, M.}, year={2024} }'
  chicago: 'Häsel-Weide, Uta, Lara Marie Graf, K. Höveler, and M. Nührenbörger. “Fachbezogene
    Professionalisierung von Fachfremd Mathematik Unterrichtenden Lehrkräften: Retrospektive
    Selbsteinschätzungen Zur Expertise Im Umgang Mit Schwierigkeiten Beim Mathematiklernen
    Im Anfangsunterricht Der Grundschule.” <i>HLZ – Herausforderung Lehrer*innenbildung</i>
    7, no. 1 (2024). <a href="https://doi.org/10.11576/hlz-6727">https://doi.org/10.11576/hlz-6727</a>.'
  ieee: 'U. Häsel-Weide, L. M. Graf, K. Höveler, and M. Nührenbörger, “Fachbezogene
    Professionalisierung von fachfremd Mathematik unterrichtenden Lehrkräften: Retrospektive
    Selbsteinschätzungen zur Expertise im Umgang mit Schwierigkeiten beim Mathematiklernen
    im Anfangsunterricht der Grundschule,” <i>HLZ – Herausforderung Lehrer*innenbildung</i>,
    vol. 7, no. 1, 2024, doi: <a href="https://doi.org/10.11576/hlz-6727">10.11576/hlz-6727</a>.'
  mla: 'Häsel-Weide, Uta, et al. “Fachbezogene Professionalisierung von Fachfremd
    Mathematik Unterrichtenden Lehrkräften: Retrospektive Selbsteinschätzungen Zur
    Expertise Im Umgang Mit Schwierigkeiten Beim Mathematiklernen Im Anfangsunterricht
    Der Grundschule.” <i>HLZ – Herausforderung Lehrer*innenbildung</i>, vol. 7, no.
    1, 2024, doi:<a href="https://doi.org/10.11576/hlz-6727">10.11576/hlz-6727</a>.'
  short: U. Häsel-Weide, L.M. Graf, K. Höveler, M. Nührenbörger, HLZ – Herausforderung
    Lehrer*innenbildung 7 (2024).
date_created: 2024-05-08T08:40:45Z
date_updated: 2024-05-08T08:42:20Z
department:
- _id: '543'
doi: 10.11576/hlz-6727
intvolume: '         7'
issue: '1'
language:
- iso: eng
publication: HLZ – Herausforderung Lehrer*innenbildung
status: public
title: 'Fachbezogene Professionalisierung von fachfremd Mathematik unterrichtenden
  Lehrkräften: Retrospektive Selbsteinschätzungen zur Expertise im Umgang mit Schwierigkeiten
  beim Mathematiklernen im Anfangsunterricht der Grundschule'
type: journal_article
user_id: '44184'
volume: 7
year: '2024'
...
---
_id: '54144'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title><jats:p>In this paper, we propose a novel
    conceptual framework tailored for modeling the meaning of mathematical concepts
    in university-level mathematics, addressing their rigorous nature and their relationships
    with related concepts as well as interpretations in various contexts. Within this
    framework, we present a model of meaning for the concepts of total differentiability
    and total derivative that provides a variety of possible interpretations and aspects.
    We then use the proposed model of meaning as a tool for analyzing three different
    textbooks for mathematics majors on the topic of multidimensional differentiability.
    \uFEFFOur paper is an example of a subject matter analysis of a topic in university
    mathematics carried out in a structured way. The model of meaning for total differentiability
    presented in this paper could inspire course design and analysis including the
    design of assignments and assessments for students. Moreover, it could serve as
    a valuable research tool for further analyses. For example, it could be used as
    a framework for analyzing courses taught or as a basis for developing a test instrument
    to assess students’ understanding. With our textbook analysis, we begin to examine
    the landscape of textbooks regarding differentiability concepts in the multidimensional
    case, shedding light on the diversity of meaning facets that are covered in the
    textbooks. These results could be useful for guiding instructors and learners
    in selecting and using textbooks for teaching and learning based on their respective
    needs.</jats:p>"
author:
- first_name: Elisa
  full_name: Lankeit, Elisa
  last_name: Lankeit
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Lankeit E, Biehler R. The meaning landscape of the concept of the total derivative
    in multivariable real analysis textbooks: an analysis based on a new model of
    meaning. <i>ZDM – Mathematics Education</i>. Published online 2024. doi:<a href="https://doi.org/10.1007/s11858-024-01584-w">10.1007/s11858-024-01584-w</a>'
  apa: 'Lankeit, E., &#38; Biehler, R. (2024). The meaning landscape of the concept
    of the total derivative in multivariable real analysis textbooks: an analysis
    based on a new model of meaning. <i>ZDM – Mathematics Education</i>. <a href="https://doi.org/10.1007/s11858-024-01584-w">https://doi.org/10.1007/s11858-024-01584-w</a>'
  bibtex: '@article{Lankeit_Biehler_2024, title={The meaning landscape of the concept
    of the total derivative in multivariable real analysis textbooks: an analysis
    based on a new model of meaning}, DOI={<a href="https://doi.org/10.1007/s11858-024-01584-w">10.1007/s11858-024-01584-w</a>},
    journal={ZDM – Mathematics Education}, publisher={Springer Science and Business
    Media LLC}, author={Lankeit, Elisa and Biehler, Rolf}, year={2024} }'
  chicago: 'Lankeit, Elisa, and Rolf Biehler. “The Meaning Landscape of the Concept
    of the Total Derivative in Multivariable Real Analysis Textbooks: An Analysis
    Based on a New Model of Meaning.” <i>ZDM – Mathematics Education</i>, 2024. <a
    href="https://doi.org/10.1007/s11858-024-01584-w">https://doi.org/10.1007/s11858-024-01584-w</a>.'
  ieee: 'E. Lankeit and R. Biehler, “The meaning landscape of the concept of the total
    derivative in multivariable real analysis textbooks: an analysis based on a new
    model of meaning,” <i>ZDM – Mathematics Education</i>, 2024, doi: <a href="https://doi.org/10.1007/s11858-024-01584-w">10.1007/s11858-024-01584-w</a>.'
  mla: 'Lankeit, Elisa, and Rolf Biehler. “The Meaning Landscape of the Concept of
    the Total Derivative in Multivariable Real Analysis Textbooks: An Analysis Based
    on a New Model of Meaning.” <i>ZDM – Mathematics Education</i>, Springer Science
    and Business Media LLC, 2024, doi:<a href="https://doi.org/10.1007/s11858-024-01584-w">10.1007/s11858-024-01584-w</a>.'
  short: E. Lankeit, R. Biehler, ZDM – Mathematics Education (2024).
date_created: 2024-05-10T07:48:10Z
date_updated: 2024-05-10T07:49:19Z
department:
- _id: '363'
doi: 10.1007/s11858-024-01584-w
language:
- iso: eng
publication: ZDM – Mathematics Education
publication_identifier:
  issn:
  - 1863-9690
  - 1863-9704
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: 'The meaning landscape of the concept of the total derivative in multivariable
  real analysis textbooks: an analysis based on a new model of meaning'
type: journal_article
user_id: '37888'
year: '2024'
...
---
_id: '54283'
alternative_title:
- Strategien, Methoden, Umsetzungsbeispiele
citation:
  ama: Beverungen D, Dumitrescu R, Kühn A, Plass C, eds. <i>Digitale Plattformen Im
    Industriellen Mittelstand</i>. Springer Berlin Heidelberg; 2024. doi:<a href="https://doi.org/10.1007/978-3-662-68116-9">10.1007/978-3-662-68116-9</a>
  apa: Beverungen, D., Dumitrescu, R., Kühn, A., &#38; Plass, C. (Eds.). (2024). <i>Digitale
    Plattformen im industriellen Mittelstand</i>. Springer Berlin Heidelberg. <a href="https://doi.org/10.1007/978-3-662-68116-9">https://doi.org/10.1007/978-3-662-68116-9</a>
  bibtex: '@book{Beverungen_Dumitrescu_Kühn_Plass_2024, place={Berlin, Heidelberg},
    title={Digitale Plattformen im industriellen Mittelstand}, DOI={<a href="https://doi.org/10.1007/978-3-662-68116-9">10.1007/978-3-662-68116-9</a>},
    publisher={Springer Berlin Heidelberg}, year={2024} }'
  chicago: 'Beverungen, Daniel, Roman Dumitrescu, Arno Kühn, and Christoph Plass,
    eds. <i>Digitale Plattformen Im Industriellen Mittelstand</i>. Berlin, Heidelberg:
    Springer Berlin Heidelberg, 2024. <a href="https://doi.org/10.1007/978-3-662-68116-9">https://doi.org/10.1007/978-3-662-68116-9</a>.'
  ieee: 'D. Beverungen, R. Dumitrescu, A. Kühn, and C. Plass, Eds., <i>Digitale Plattformen
    im industriellen Mittelstand</i>. Berlin, Heidelberg: Springer Berlin Heidelberg,
    2024.'
  mla: Beverungen, Daniel, et al., editors. <i>Digitale Plattformen Im Industriellen
    Mittelstand</i>. Springer Berlin Heidelberg, 2024, doi:<a href="https://doi.org/10.1007/978-3-662-68116-9">10.1007/978-3-662-68116-9</a>.
  short: D. Beverungen, R. Dumitrescu, A. Kühn, C. Plass, eds., Digitale Plattformen
    Im Industriellen Mittelstand, Springer Berlin Heidelberg, Berlin, Heidelberg,
    2024.
date_created: 2024-05-14T10:00:13Z
date_updated: 2024-05-14T10:00:52Z
department:
- _id: '563'
doi: 10.1007/978-3-662-68116-9
editor:
- first_name: Daniel
  full_name: Beverungen, Daniel
  last_name: Beverungen
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Christoph
  full_name: Plass, Christoph
  last_name: Plass
language:
- iso: eng
place: Berlin, Heidelberg
publication_identifier:
  isbn:
  - '9783662681152'
  - '9783662681169'
  issn:
  - 2523-3637
  - 2523-3645
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Digitale Plattformen im industriellen Mittelstand
type: book_editor
user_id: '15782'
year: '2024'
...
---
_id: '54017'
author:
- first_name: Christian
  full_name: Kress, Christian
  id: '13256'
  last_name: Kress
- first_name: Tobias
  full_name: Schwabe, Tobias
  id: '39217'
  last_name: Schwabe
- first_name: Hanjo
  full_name: Rhee, Hanjo
  last_name: Rhee
- first_name: J. Christoph
  full_name: Scheytt, J. Christoph
  id: '37144'
  last_name: Scheytt
  orcid: '0000-0002-5950-6618 '
citation:
  ama: Kress C, Schwabe T, Rhee H, Scheytt JC. Compact, High-Speed Mach-Zehnder Modulator
    with On-Chip Linear Drivers in Photonic BiCMOS Technology. <i>IEEE Access</i>.
    Published online 2024:1-1. doi:<a href="https://doi.org/10.1109/access.2024.3396877">10.1109/access.2024.3396877</a>
  apa: Kress, C., Schwabe, T., Rhee, H., &#38; Scheytt, J. C. (2024). Compact, High-Speed
    Mach-Zehnder Modulator with On-Chip Linear Drivers in Photonic BiCMOS Technology.
    <i>IEEE Access</i>, 1–1. <a href="https://doi.org/10.1109/access.2024.3396877">https://doi.org/10.1109/access.2024.3396877</a>
  bibtex: '@article{Kress_Schwabe_Rhee_Scheytt_2024, title={Compact, High-Speed Mach-Zehnder
    Modulator with On-Chip Linear Drivers in Photonic BiCMOS Technology}, DOI={<a
    href="https://doi.org/10.1109/access.2024.3396877">10.1109/access.2024.3396877</a>},
    journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers
    (IEEE)}, author={Kress, Christian and Schwabe, Tobias and Rhee, Hanjo and Scheytt,
    J. Christoph}, year={2024}, pages={1–1} }'
  chicago: Kress, Christian, Tobias Schwabe, Hanjo Rhee, and J. Christoph Scheytt.
    “Compact, High-Speed Mach-Zehnder Modulator with On-Chip Linear Drivers in Photonic
    BiCMOS Technology.” <i>IEEE Access</i>, 2024, 1–1. <a href="https://doi.org/10.1109/access.2024.3396877">https://doi.org/10.1109/access.2024.3396877</a>.
  ieee: 'C. Kress, T. Schwabe, H. Rhee, and J. C. Scheytt, “Compact, High-Speed Mach-Zehnder
    Modulator with On-Chip Linear Drivers in Photonic BiCMOS Technology,” <i>IEEE
    Access</i>, pp. 1–1, 2024, doi: <a href="https://doi.org/10.1109/access.2024.3396877">10.1109/access.2024.3396877</a>.'
  mla: Kress, Christian, et al. “Compact, High-Speed Mach-Zehnder Modulator with On-Chip
    Linear Drivers in Photonic BiCMOS Technology.” <i>IEEE Access</i>, Institute of
    Electrical and Electronics Engineers (IEEE), 2024, pp. 1–1, doi:<a href="https://doi.org/10.1109/access.2024.3396877">10.1109/access.2024.3396877</a>.
  short: C. Kress, T. Schwabe, H. Rhee, J.C. Scheytt, IEEE Access (2024) 1–1.
date_created: 2024-05-07T06:13:26Z
date_updated: 2024-05-17T07:56:35Z
department:
- _id: '58'
- _id: '623'
doi: 10.1109/access.2024.3396877
language:
- iso: eng
page: 1-1
project:
- _id: '302'
  grant_number: '403154102'
  name: 'PONyDAC: SPP 2111 - PONyDAC II - Präziser Optischer Nyquist-Puls-Synthesizer
    DAC'
- _id: '299'
  grant_number: 13N14882
  name: 'NyPhE: NyPhE - Nyquist Silicon Photonics Engine'
publication: IEEE Access
publication_identifier:
  issn:
  - 2169-3536
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Compact, High-Speed Mach-Zehnder Modulator with On-Chip Linear Drivers in Photonic
  BiCMOS Technology
type: journal_article
user_id: '13256'
year: '2024'
...
---
_id: '54355'
author:
- first_name: Daniel
  full_name: Urbaneck, Daniel
  id: '60223'
  last_name: Urbaneck
- first_name: Jan
  full_name: Wiegard, Jan
  last_name: Wiegard
- first_name: Frank
  full_name: Schafmeister, Frank
  id: '71291'
  last_name: Schafmeister
citation:
  ama: 'Urbaneck D, Wiegard J, Schafmeister F. Analysis of Inverter Operation Modes
    of an IGBT-Based ZCS LLC Converter for a 2 kW Automotive On-Board DC-DC. In: <i>PCIM
    Europe 2024; IEEE International Exhibition and Conference for Power Electronics,
    Intelligent Motion, Renewable Energy and Energy Management</i>.'
  apa: Urbaneck, D., Wiegard, J., &#38; Schafmeister, F. (n.d.). Analysis of Inverter
    Operation Modes of an IGBT-Based ZCS LLC Converter for a 2 kW Automotive On-Board
    DC-DC. <i>PCIM Europe 2024; IEEE International Exhibition and Conference for Power
    Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>.
  bibtex: '@inproceedings{Urbaneck_Wiegard_Schafmeister, place={Nuremberg}, title={Analysis
    of Inverter Operation Modes of an IGBT-Based ZCS LLC Converter for a 2 kW Automotive
    On-Board DC-DC}, booktitle={PCIM Europe 2024; IEEE International Exhibition and
    Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy
    Management}, author={Urbaneck, Daniel and Wiegard, Jan and Schafmeister, Frank}
    }'
  chicago: Urbaneck, Daniel, Jan Wiegard, and Frank Schafmeister. “Analysis of Inverter
    Operation Modes of an IGBT-Based ZCS LLC Converter for a 2 KW Automotive On-Board
    DC-DC.” In <i>PCIM Europe 2024; IEEE International Exhibition and Conference for
    Power Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>.
    Nuremberg, n.d.
  ieee: D. Urbaneck, J. Wiegard, and F. Schafmeister, “Analysis of Inverter Operation
    Modes of an IGBT-Based ZCS LLC Converter for a 2 kW Automotive On-Board DC-DC,”
    Nuremberg.
  mla: Urbaneck, Daniel, et al. “Analysis of Inverter Operation Modes of an IGBT-Based
    ZCS LLC Converter for a 2 KW Automotive On-Board DC-DC.” <i>PCIM Europe 2024;
    IEEE International Exhibition and Conference for Power Electronics, Intelligent
    Motion, Renewable Energy and Energy Management</i>.
  short: 'D. Urbaneck, J. Wiegard, F. Schafmeister, in: PCIM Europe 2024; IEEE International
    Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable
    Energy and Energy Management, Nuremberg, n.d.'
conference:
  location: Nuremberg
date_created: 2024-05-19T14:14:56Z
date_updated: 2024-05-19T14:16:19Z
department:
- _id: '52'
language:
- iso: eng
place: Nuremberg
publication: PCIM Europe 2024; IEEE International Exhibition and Conference for Power
  Electronics, Intelligent Motion, Renewable Energy and Energy Management
publication_status: inpress
status: public
title: Analysis of Inverter Operation Modes of an IGBT-Based ZCS LLC Converter for
  a 2 kW Automotive On-Board DC-DC
type: conference
user_id: '71291'
year: '2024'
...
---
_id: '54353'
author:
- first_name: Till
  full_name: Piepenbrock, Till
  last_name: Piepenbrock
- first_name: 'Lukas '
  full_name: 'Keuck, Lukas '
  last_name: Keuck
- first_name: 'Sebastian '
  full_name: 'Schachten, Sebastian '
  last_name: Schachten
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
- first_name: Frank
  full_name: Schafmeister, Frank
  id: '71291'
  last_name: Schafmeister
citation:
  ama: 'Piepenbrock T, Keuck L, Schachten S, Böcker J, Schafmeister F. Study on Sample
    Geometries for Ferrite Characterisation in the MHz-Range. In: <i>PCIM Europe 2024;
    IEEE International Exhibition and Conference for Power Electronics, Intelligent
    Motion, Renewable Energy and Energy Management</i>.'
  apa: Piepenbrock, T., Keuck, L., Schachten, S., Böcker, J., &#38; Schafmeister,
    F. (n.d.). Study on Sample Geometries for Ferrite Characterisation in the MHz-Range.
    <i>PCIM Europe 2024; IEEE International Exhibition and Conference for Power Electronics,
    Intelligent Motion, Renewable Energy and Energy Management</i>.
  bibtex: '@inproceedings{Piepenbrock_Keuck_Schachten_Böcker_Schafmeister, place={Nuremberg},
    title={Study on Sample Geometries for Ferrite Characterisation in the MHz-Range},
    booktitle={PCIM Europe 2024; IEEE International Exhibition and Conference for
    Power Electronics, Intelligent Motion, Renewable Energy and Energy Management},
    author={Piepenbrock, Till and Keuck, Lukas  and Schachten, Sebastian  and Böcker,
    Joachim and Schafmeister, Frank} }'
  chicago: Piepenbrock, Till, Lukas  Keuck, Sebastian  Schachten, Joachim Böcker,
    and Frank Schafmeister. “Study on Sample Geometries for Ferrite Characterisation
    in the MHz-Range.” In <i>PCIM Europe 2024; IEEE International Exhibition and Conference
    for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>.
    Nuremberg, n.d.
  ieee: T. Piepenbrock, L. Keuck, S. Schachten, J. Böcker, and F. Schafmeister, “Study
    on Sample Geometries for Ferrite Characterisation in the MHz-Range,” Nuremberg.
  mla: Piepenbrock, Till, et al. “Study on Sample Geometries for Ferrite Characterisation
    in the MHz-Range.” <i>PCIM Europe 2024; IEEE International Exhibition and Conference
    for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>.
  short: 'T. Piepenbrock, L. Keuck, S. Schachten, J. Böcker, F. Schafmeister, in:
    PCIM Europe 2024; IEEE International Exhibition and Conference for Power Electronics,
    Intelligent Motion, Renewable Energy and Energy Management, Nuremberg, n.d.'
conference:
  location: Nuremberg
date_created: 2024-05-19T14:00:13Z
date_updated: 2024-05-19T14:05:02Z
department:
- _id: '52'
language:
- iso: eng
place: Nuremberg
publication: PCIM Europe 2024; IEEE International Exhibition and Conference for Power
  Electronics, Intelligent Motion, Renewable Energy and Energy Management
publication_status: inpress
status: public
title: Study on Sample Geometries for Ferrite Characterisation in the MHz-Range
type: conference
user_id: '71291'
year: '2024'
...
---
_id: '54354'
author:
- first_name: Nikolas
  full_name: Förster, Nikolas
  id: '83383'
  last_name: Förster
- first_name: Daniel
  full_name: Urbaneck, Daniel
  id: '60223'
  last_name: Urbaneck
- first_name: Benedikt
  full_name: Kohlhepp, Benedikt
  last_name: Kohlhepp
- first_name: Daniel
  full_name: Kübrich, Daniel
  last_name: Kübrich
- first_name: Frank
  full_name: Schafmeister, Frank
  id: '71291'
  last_name: Schafmeister
citation:
  ama: 'Förster N, Urbaneck D, Kohlhepp B, Kübrich D, Schafmeister F. Pitfalls and
    their Avoidability in the Double-Pulse Test. In: <i>PCIM Europe 2024; IEEE International
    Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable
    Energy and Energy Management</i>.'
  apa: Förster, N., Urbaneck, D., Kohlhepp, B., Kübrich, D., &#38; Schafmeister, F.
    (n.d.). Pitfalls and their Avoidability in the Double-Pulse Test. <i>PCIM Europe
    2024; IEEE International Exhibition and Conference for Power Electronics, Intelligent
    Motion, Renewable Energy and Energy Management</i>.
  bibtex: '@inproceedings{Förster_Urbaneck_Kohlhepp_Kübrich_Schafmeister, place={Nuremberg},
    title={Pitfalls and their Avoidability in the Double-Pulse Test}, booktitle={PCIM
    Europe 2024; IEEE International Exhibition and Conference for Power Electronics,
    Intelligent Motion, Renewable Energy and Energy Management}, author={Förster,
    Nikolas and Urbaneck, Daniel and Kohlhepp, Benedikt and Kübrich, Daniel and Schafmeister,
    Frank} }'
  chicago: Förster, Nikolas, Daniel Urbaneck, Benedikt Kohlhepp, Daniel Kübrich, and
    Frank Schafmeister. “Pitfalls and Their Avoidability in the Double-Pulse Test.”
    In <i>PCIM Europe 2024; IEEE International Exhibition and Conference for Power
    Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>. Nuremberg,
    n.d.
  ieee: N. Förster, D. Urbaneck, B. Kohlhepp, D. Kübrich, and F. Schafmeister, “Pitfalls
    and their Avoidability in the Double-Pulse Test,” Nuremberg.
  mla: Förster, Nikolas, et al. “Pitfalls and Their Avoidability in the Double-Pulse
    Test.” <i>PCIM Europe 2024; IEEE International Exhibition and Conference for Power
    Electronics, Intelligent Motion, Renewable Energy and Energy Management</i>.
  short: 'N. Förster, D. Urbaneck, B. Kohlhepp, D. Kübrich, F. Schafmeister, in: PCIM
    Europe 2024; IEEE International Exhibition and Conference for Power Electronics,
    Intelligent Motion, Renewable Energy and Energy Management, Nuremberg, n.d.'
conference:
  location: Nuremberg
date_created: 2024-05-19T14:10:49Z
date_updated: 2024-05-19T14:11:20Z
department:
- _id: '52'
language:
- iso: eng
place: Nuremberg
publication: PCIM Europe 2024; IEEE International Exhibition and Conference for Power
  Electronics, Intelligent Motion, Renewable Energy and Energy Management
publication_status: inpress
status: public
title: Pitfalls and their Avoidability in the Double-Pulse Test
type: conference
user_id: '71291'
year: '2024'
...
---
_id: '54437'
abstract:
- lang: eng
  text: "Video conferencing systems have become an indispensable part of our world.
    Using video conferencing systems implies the expectation that online meetings
    run as smoothly as in-person meetings. Thus, online meetings need to be just as
    secure and private as in-person meetings, which are secured against disruptive
    factors and unauthorized persons by physical access control mechanisms.\r\n\r\nTo
    show the security dangers of conferencing systems and raise general awareness
    when using these technologies, we analyze the security of two widely used research
    and education open-source video conferencing systems: BigBlueButton and eduMEET.
    Because both systems are very different, we analyzed their architectures, considering
    the respective components with their main tasks, features, and user roles. In
    the following systematic security analyses, we found 50 vulnerabilities. These
    include broken access control, NoSQL injection, and denial of service (DoS). The
    vulnerabilities have root causes of different natures. While BigBlueButton has
    a lot of complexity due to many components, eduMEET, which is relatively young,
    focuses more on features than security. The sheer amount of results and the lack
    of prior work indicate a research gap that needs to be closed since video conferencing
    systems continue to play a significant role in research, education, and everyday
    life."
author:
- first_name: Nico
  full_name: Heitmann, Nico
  id: '74619'
  last_name: Heitmann
- first_name: Hendrik
  full_name: Siewert, Hendrik
  last_name: Siewert
- first_name: Sven
  full_name: Moog, Sven
  last_name: Moog
- first_name: Juraj
  full_name: Somorovsky, Juraj
  id: '83504'
  last_name: Somorovsky
  orcid: 0000-0002-3593-7720
citation:
  ama: 'Heitmann N, Siewert H, Moog S, Somorovsky J. Security Analysis of BigBlueButton
    and eduMEET. In: <i>Applied Cryptography and Network Security</i>. Springer Nature
    Switzerland; 2024. doi:<a href="https://doi.org/10.1007/978-3-031-54776-8_8">10.1007/978-3-031-54776-8_8</a>'
  apa: Heitmann, N., Siewert, H., Moog, S., &#38; Somorovsky, J. (2024). Security
    Analysis of BigBlueButton and eduMEET. <i>Applied Cryptography and Network Security</i>.
    <a href="https://doi.org/10.1007/978-3-031-54776-8_8">https://doi.org/10.1007/978-3-031-54776-8_8</a>
  bibtex: '@inproceedings{Heitmann_Siewert_Moog_Somorovsky_2024, place={Cham}, title={Security
    Analysis of BigBlueButton and eduMEET}, DOI={<a href="https://doi.org/10.1007/978-3-031-54776-8_8">10.1007/978-3-031-54776-8_8</a>},
    booktitle={Applied Cryptography and Network Security}, publisher={Springer Nature
    Switzerland}, author={Heitmann, Nico and Siewert, Hendrik and Moog, Sven and Somorovsky,
    Juraj}, year={2024} }'
  chicago: 'Heitmann, Nico, Hendrik Siewert, Sven Moog, and Juraj Somorovsky. “Security
    Analysis of BigBlueButton and EduMEET.” In <i>Applied Cryptography and Network
    Security</i>. Cham: Springer Nature Switzerland, 2024. <a href="https://doi.org/10.1007/978-3-031-54776-8_8">https://doi.org/10.1007/978-3-031-54776-8_8</a>.'
  ieee: 'N. Heitmann, H. Siewert, S. Moog, and J. Somorovsky, “Security Analysis of BigBlueButton
    and eduMEET,” Abu Dhabi, 2024, doi: <a href="https://doi.org/10.1007/978-3-031-54776-8_8">10.1007/978-3-031-54776-8_8</a>.'
  mla: Heitmann, Nico, et al. “Security Analysis of BigBlueButton and EduMEET.” <i>Applied
    Cryptography and Network Security</i>, Springer Nature Switzerland, 2024, doi:<a
    href="https://doi.org/10.1007/978-3-031-54776-8_8">10.1007/978-3-031-54776-8_8</a>.
  short: 'N. Heitmann, H. Siewert, S. Moog, J. Somorovsky, in: Applied Cryptography
    and Network Security, Springer Nature Switzerland, Cham, 2024.'
conference:
  end_date: 2024-03-08
  location: Abu Dhabi
  start_date: 2024-03-05
date_created: 2024-05-23T11:15:39Z
date_updated: 2024-05-23T11:20:29Z
department:
- _id: '632'
doi: 10.1007/978-3-031-54776-8_8
language:
- iso: eng
main_file_link:
- url: https://link.springer.com/content/pdf/10.1007/978-3-031-54776-8_8.pdf
place: Cham
publication: Applied Cryptography and Network Security
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Security Analysis of BigBlueButton and eduMEET
type: conference
user_id: '74619'
year: '2024'
...
---
_id: '54449'
author:
- first_name: N'Dah Jean
  full_name: KOUAGOU, N'Dah Jean
  id: '87189'
  last_name: KOUAGOU
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Hamada Mohamed Abdelsamee
  full_name: Zahera, Hamada Mohamed Abdelsamee
  id: '72768'
  last_name: Zahera
  orcid: 0000-0003-0215-1278
- first_name: Adrian
  full_name: Wilke, Adrian
  id: '9101'
  last_name: Wilke
  orcid: 0000-0002-6575-807X
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Jiayi
  full_name: Li, Jiayi
  last_name: Li
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings.
    In: <i>Companion Proceedings of the ACM on Web Conference 2024</i>. ACM; 2024.
    doi:<a href="https://doi.org/10.1145/3589335.3651978">10.1145/3589335.3651978</a>'
  apa: KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J.,
    &#38; Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. <i>Companion
    Proceedings of the ACM on Web Conference 2024</i>. Companion Proceedings of the
    ACM on Web Conference 2024, Singapore. <a href="https://doi.org/10.1145/3589335.3651978">https://doi.org/10.1145/3589335.3651978</a>
  bibtex: '@inproceedings{KOUAGOU_Demir_Zahera_Wilke_Heindorf_Li_Ngonga Ngomo_2024,
    title={Universal Knowledge Graph Embeddings}, DOI={<a href="https://doi.org/10.1145/3589335.3651978">10.1145/3589335.3651978</a>},
    booktitle={Companion Proceedings of the ACM on Web Conference 2024}, publisher={ACM},
    author={KOUAGOU, N’Dah Jean and Demir, Caglar and Zahera, Hamada Mohamed Abdelsamee
    and Wilke, Adrian and Heindorf, Stefan and Li, Jiayi and Ngonga Ngomo, Axel-Cyrille},
    year={2024} }'
  chicago: KOUAGOU, N’Dah Jean, Caglar Demir, Hamada Mohamed Abdelsamee Zahera, Adrian
    Wilke, Stefan Heindorf, Jiayi Li, and Axel-Cyrille Ngonga Ngomo. “Universal Knowledge
    Graph Embeddings.” In <i>Companion Proceedings of the ACM on Web Conference 2024</i>.
    ACM, 2024. <a href="https://doi.org/10.1145/3589335.3651978">https://doi.org/10.1145/3589335.3651978</a>.
  ieee: 'N. J. KOUAGOU <i>et al.</i>, “Universal Knowledge Graph Embeddings,” presented
    at the Companion Proceedings of the ACM on Web Conference 2024, Singapore, 2024,
    doi: <a href="https://doi.org/10.1145/3589335.3651978">10.1145/3589335.3651978</a>.'
  mla: KOUAGOU, N’Dah Jean, et al. “Universal Knowledge Graph Embeddings.” <i>Companion
    Proceedings of the ACM on Web Conference 2024</i>, ACM, 2024, doi:<a href="https://doi.org/10.1145/3589335.3651978">10.1145/3589335.3651978</a>.
  short: 'N.J. KOUAGOU, C. Demir, H.M.A. Zahera, A. Wilke, S. Heindorf, J. Li, A.-C.
    Ngonga Ngomo, in: Companion Proceedings of the ACM on Web Conference 2024, ACM,
    2024.'
conference:
  end_date: 2024-05-17
  location: Singapore
  name: Companion Proceedings of the ACM on Web Conference 2024
  start_date: 2024-05-13
date_created: 2024-05-26T18:52:47Z
date_updated: 2024-05-26T19:06:10Z
department:
- _id: '760'
- _id: '574'
doi: 10.1145/3589335.3651978
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://dl.acm.org/doi/abs/10.1145/3589335.3651978
oa: '1'
publication: Companion Proceedings of the ACM on Web Conference 2024
publication_status: published
publisher: ACM
status: public
title: Universal Knowledge Graph Embeddings
type: conference
user_id: '11871'
year: '2024'
...
---
_id: '54448'
abstract:
- lang: eng
  text: "Graph Neural Networks (GNNs) are effective for node classification in\r\ngraph-structured
    data, but they lack explainability, especially at the global\r\nlevel. Current
    research mainly utilizes subgraphs of the input as local\r\nexplanations or generates
    new graphs as global explanations. However, these\r\ngraph-based methods are limited
    in their ability to explain classes with\r\nmultiple sufficient explanations.
    To provide more expressive explanations, we\r\npropose utilizing class expressions
    (CEs) from the field of description logic\r\n(DL). Our approach explains heterogeneous
    graphs with different types of nodes\r\nusing CEs in the EL description logic.
    To identify the best explanation among\r\nmultiple candidate explanations, we
    employ and compare two different scoring\r\nfunctions: (1) For a given CE, we
    construct multiple graphs, have the GNN make\r\na prediction for each graph, and
    aggregate the predicted scores. (2) We score\r\nthe CE in terms of fidelity, i.e.,
    we compare the predictions of the GNN to the\r\npredictions by the CE on a separate
    validation set. Instead of subgraph-based\r\nexplanations, we offer CE-based explanations."
author:
- first_name: Dominik
  full_name: Köhler, Dominik
  last_name: Köhler
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
citation:
  ama: Köhler D, Heindorf S. Utilizing Description Logics for Global Explanations
    of Heterogeneous  Graph Neural Networks. <i>arXiv:240512654</i>. Published online
    2024.
  apa: Köhler, D., &#38; Heindorf, S. (2024). Utilizing Description Logics for Global
    Explanations of Heterogeneous  Graph Neural Networks. In <i>arXiv:2405.12654</i>.
  bibtex: '@article{Köhler_Heindorf_2024, title={Utilizing Description Logics for
    Global Explanations of Heterogeneous  Graph Neural Networks}, journal={arXiv:2405.12654},
    author={Köhler, Dominik and Heindorf, Stefan}, year={2024} }'
  chicago: Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for
    Global Explanations of Heterogeneous  Graph Neural Networks.” <i>ArXiv:2405.12654</i>,
    2024.
  ieee: D. Köhler and S. Heindorf, “Utilizing Description Logics for Global Explanations
    of Heterogeneous  Graph Neural Networks,” <i>arXiv:2405.12654</i>. 2024.
  mla: Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for Global
    Explanations of Heterogeneous  Graph Neural Networks.” <i>ArXiv:2405.12654</i>,
    2024.
  short: D. Köhler, S. Heindorf, ArXiv:2405.12654 (2024).
date_created: 2024-05-26T18:49:59Z
date_updated: 2024-05-26T19:04:55Z
department:
- _id: '760'
external_id:
  arxiv:
  - '2405.12654'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2405.12654
oa: '1'
publication: arXiv:2405.12654
status: public
title: Utilizing Description Logics for Global Explanations of Heterogeneous  Graph
  Neural Networks
type: preprint
user_id: '11871'
year: '2024'
...
---
_id: '52231'
author:
- first_name: Lukas
  full_name: Blübaum, Lukas
  last_name: Blübaum
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
citation:
  ama: 'Blübaum L, Heindorf S. Causal Question Answering with Reinforcement Learning.
    In: <i>The World Wide Web Conference (WWW)</i>. ACM; :2204–2215. doi:<a href="https://doi.org/10.1145/3589334.3645610">10.1145/3589334.3645610</a>'
  apa: Blübaum, L., &#38; Heindorf, S. (n.d.). Causal Question Answering with Reinforcement
    Learning. <i>The World Wide Web Conference (WWW)</i>, 2204–2215. <a href="https://doi.org/10.1145/3589334.3645610">https://doi.org/10.1145/3589334.3645610</a>
  bibtex: '@inproceedings{Blübaum_Heindorf, title={Causal Question Answering with
    Reinforcement Learning}, DOI={<a href="https://doi.org/10.1145/3589334.3645610">10.1145/3589334.3645610</a>},
    booktitle={The World Wide Web Conference (WWW)}, publisher={ACM}, author={Blübaum,
    Lukas and Heindorf, Stefan}, pages={2204–2215} }'
  chicago: Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement
    Learning.” In <i>The World Wide Web Conference (WWW)</i>, 2204–2215. ACM, n.d.
    <a href="https://doi.org/10.1145/3589334.3645610">https://doi.org/10.1145/3589334.3645610</a>.
  ieee: 'L. Blübaum and S. Heindorf, “Causal Question Answering with Reinforcement
    Learning,” in <i>The World Wide Web Conference (WWW)</i>, Singapore, pp. 2204–2215,
    doi: <a href="https://doi.org/10.1145/3589334.3645610">10.1145/3589334.3645610</a>.'
  mla: Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement
    Learning.” <i>The World Wide Web Conference (WWW)</i>, ACM, pp. 2204–2215, doi:<a
    href="https://doi.org/10.1145/3589334.3645610">10.1145/3589334.3645610</a>.
  short: 'L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d.,
    pp. 2204–2215.'
conference:
  end_date: 2024-05-17
  location: Singapore
  name: The Web Conference
  start_date: 2024-05-13
date_created: 2024-03-01T16:32:39Z
date_updated: 2024-05-26T19:01:34Z
department:
- _id: '760'
doi: 10.1145/3589334.3645610
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2311.02760
oa: '1'
page: 2204–2215
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: The World Wide Web Conference (WWW)
publication_status: accepted
publisher: ACM
status: public
title: Causal Question Answering with Reinforcement Learning
type: conference
user_id: '11871'
year: '2024'
...
---
_id: '54468'
author:
- first_name: Muhammad
  full_name: Awais, Muhammad
  id: '64665'
  last_name: Awais
  orcid: https://orcid.org/0000-0003-4148-2969
- first_name: Hassan
  full_name: Ghasemzadeh Mohammadi, Hassan
  id: '61186'
  last_name: Ghasemzadeh Mohammadi
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Awais M, Ghasemzadeh Mohammadi H, Platzner M. DeepApprox: Rapid Deep Learning
    based Design Space Exploration of Approximate Circuits via Check-pointing. In:
    <i>To Apear in IEEE ISVLSI 2024</i>. ; 2024.'
  apa: 'Awais, M., Ghasemzadeh Mohammadi, H., &#38; Platzner, M. (2024). DeepApprox:
    Rapid Deep Learning based Design Space Exploration of Approximate Circuits via
    Check-pointing. <i>To Apear in IEEE ISVLSI 2024</i>. IEEE Computer Society Annual
    Symposium on VLSI, Knoxville, Tennessee, USA.'
  bibtex: '@inproceedings{Awais_Ghasemzadeh Mohammadi_Platzner_2024, title={DeepApprox:
    Rapid Deep Learning based Design Space Exploration of Approximate Circuits via
    Check-pointing}, booktitle={To apear in IEEE ISVLSI 2024}, author={Awais, Muhammad
    and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, year={2024} }'
  chicago: 'Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “DeepApprox:
    Rapid Deep Learning Based Design Space Exploration of Approximate Circuits via
    Check-Pointing.” In <i>To Apear in IEEE ISVLSI 2024</i>, 2024.'
  ieee: 'M. Awais, H. Ghasemzadeh Mohammadi, and M. Platzner, “DeepApprox: Rapid Deep
    Learning based Design Space Exploration of Approximate Circuits via Check-pointing,”
    presented at the IEEE Computer Society Annual Symposium on VLSI, Knoxville, Tennessee,
    USA, 2024.'
  mla: 'Awais, Muhammad, et al. “DeepApprox: Rapid Deep Learning Based Design Space
    Exploration of Approximate Circuits via Check-Pointing.” <i>To Apear in IEEE ISVLSI
    2024</i>, 2024.'
  short: 'M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI
    2024, 2024.'
conference:
  end_date: 2024-07-03
  location: Knoxville, Tennessee, USA
  name: IEEE Computer Society Annual Symposium on VLSI
  start_date: 2024-07-01
date_created: 2024-05-28T08:14:43Z
date_updated: 2024-05-29T08:26:29Z
department:
- _id: '78'
language:
- iso: eng
publication: To apear in IEEE ISVLSI 2024
status: public
title: 'DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate
  Circuits via Check-pointing'
type: conference
user_id: '64665'
year: '2024'
...
---
_id: '54548'
author:
- first_name: Raphael Patrick
  full_name: Prager, Raphael Patrick
  last_name: Prager
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: Prager RP, Trautmann H. Exploratory Landscape Analysis for Mixed-Variable Problems.
    <i>IEEE Transactions on Evolutionary Computation</i>. Published online 2024:1-1.
    doi:<a href="https://doi.org/10.1109/TEVC.2024.3399560">10.1109/TEVC.2024.3399560</a>
  apa: Prager, R. P., &#38; Trautmann, H. (2024). Exploratory Landscape Analysis for
    Mixed-Variable Problems. <i>IEEE Transactions on Evolutionary Computation</i>,
    1–1. <a href="https://doi.org/10.1109/TEVC.2024.3399560">https://doi.org/10.1109/TEVC.2024.3399560</a>
  bibtex: '@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for
    Mixed-Variable Problems}, DOI={<a href="https://doi.org/10.1109/TEVC.2024.3399560">10.1109/TEVC.2024.3399560</a>},
    journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael
    Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }'
  chicago: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
    for Mixed-Variable Problems.” <i>IEEE Transactions on Evolutionary Computation</i>,
    2024, 1–1. <a href="https://doi.org/10.1109/TEVC.2024.3399560">https://doi.org/10.1109/TEVC.2024.3399560</a>.
  ieee: 'R. P. Prager and H. Trautmann, “Exploratory Landscape Analysis for Mixed-Variable
    Problems,” <i>IEEE Transactions on Evolutionary Computation</i>, pp. 1–1, 2024,
    doi: <a href="https://doi.org/10.1109/TEVC.2024.3399560">10.1109/TEVC.2024.3399560</a>.'
  mla: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
    for Mixed-Variable Problems.” <i>IEEE Transactions on Evolutionary Computation</i>,
    2024, pp. 1–1, doi:<a href="https://doi.org/10.1109/TEVC.2024.3399560">10.1109/TEVC.2024.3399560</a>.
  short: R.P. Prager, H. Trautmann, IEEE Transactions on Evolutionary Computation
    (2024) 1–1.
date_created: 2024-06-03T06:16:33Z
date_updated: 2024-06-03T06:17:13Z
department:
- _id: '819'
doi: 10.1109/TEVC.2024.3399560
keyword:
- Optimization
- Evolutionary computation
- Benchmark testing
- Hyperparameter optimization
- Portfolios
- Extraterrestrial measurements
- Dispersion
- Exploratory landscape analysis
- mixed-variable problem
- mixed search spaces
- automated algorithm selection
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: Exploratory Landscape Analysis for Mixed-Variable Problems
type: journal_article
user_id: '15504'
year: '2024'
...
---
_id: '54559'
author:
- first_name: Denis
  full_name: Tissen, Denis
  last_name: Tissen
- first_name: Ingrid
  full_name: Wiederkehr, Ingrid
  last_name: Wiederkehr
- first_name: Christian
  full_name: Koldewey, Christian
  last_name: Koldewey
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
citation:
  ama: 'Tissen D, Wiederkehr I, Koldewey C, Dumitrescu R. Exploring data-driven model-based
    systems engineering: a systematic literature review. In: <i>2023 IEEE International
    Conference on Technology Management, Operations and Decisions (ICTMOD)</i>. IEEE;
    2024. doi:<a href="https://doi.org/10.1109/ictmod59086.2023.10438129">10.1109/ictmod59086.2023.10438129</a>'
  apa: 'Tissen, D., Wiederkehr, I., Koldewey, C., &#38; Dumitrescu, R. (2024). Exploring
    data-driven model-based systems engineering: a systematic literature review. <i>2023
    IEEE International Conference on Technology Management, Operations and Decisions
    (ICTMOD)</i>. <a href="https://doi.org/10.1109/ictmod59086.2023.10438129">https://doi.org/10.1109/ictmod59086.2023.10438129</a>'
  bibtex: '@inproceedings{Tissen_Wiederkehr_Koldewey_Dumitrescu_2024, title={Exploring
    data-driven model-based systems engineering: a systematic literature review},
    DOI={<a href="https://doi.org/10.1109/ictmod59086.2023.10438129">10.1109/ictmod59086.2023.10438129</a>},
    booktitle={2023 IEEE International Conference on Technology Management, Operations
    and Decisions (ICTMOD)}, publisher={IEEE}, author={Tissen, Denis and Wiederkehr,
    Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }'
  chicago: 'Tissen, Denis, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
    “Exploring Data-Driven Model-Based Systems Engineering: A Systematic Literature
    Review.” In <i>2023 IEEE International Conference on Technology Management, Operations
    and Decisions (ICTMOD)</i>. IEEE, 2024. <a href="https://doi.org/10.1109/ictmod59086.2023.10438129">https://doi.org/10.1109/ictmod59086.2023.10438129</a>.'
  ieee: 'D. Tissen, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Exploring data-driven
    model-based systems engineering: a systematic literature review,” 2024, doi: <a
    href="https://doi.org/10.1109/ictmod59086.2023.10438129">10.1109/ictmod59086.2023.10438129</a>.'
  mla: 'Tissen, Denis, et al. “Exploring Data-Driven Model-Based Systems Engineering:
    A Systematic Literature Review.” <i>2023 IEEE International Conference on Technology
    Management, Operations and Decisions (ICTMOD)</i>, IEEE, 2024, doi:<a href="https://doi.org/10.1109/ictmod59086.2023.10438129">10.1109/ictmod59086.2023.10438129</a>.'
  short: 'D. Tissen, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International
    Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE,
    2024.'
date_created: 2024-06-04T07:38:41Z
date_updated: 2024-06-04T08:00:20Z
department:
- _id: '563'
doi: 10.1109/ictmod59086.2023.10438129
publication: 2023 IEEE International Conference on Technology Management, Operations
  and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
status: public
title: 'Exploring data-driven model-based systems engineering: a systematic literature
  review'
type: conference
user_id: '102490'
year: '2024'
...
---
_id: '54412'
author:
- first_name: Asep Fajar
  full_name: Firmansyah, Asep Fajar
  id: '76787'
  last_name: Firmansyah
- first_name: Diego
  full_name: Moussallem, Diego
  id: '71635'
  last_name: Moussallem
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. ESLM: Improving Entity Summarization
    by Leveraging Language Models. In: <i>The Semantic Web</i>. Springer Nature Switzerland;
    2024. doi:<a href="https://doi.org/10.1007/978-3-031-60626-7_9">10.1007/978-3-031-60626-7_9</a>'
  apa: 'Firmansyah, A. F., Moussallem, D., &#38; Ngonga Ngomo, A.-C. (2024). ESLM:
    Improving Entity Summarization by Leveraging Language Models. In <i>The Semantic
    Web</i>. Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-60626-7_9">https://doi.org/10.1007/978-3-031-60626-7_9</a>'
  bibtex: '@inbook{Firmansyah_Moussallem_Ngonga Ngomo_2024, place={Cham}, title={ESLM:
    Improving Entity Summarization by Leveraging Language Models}, DOI={<a href="https://doi.org/10.1007/978-3-031-60626-7_9">10.1007/978-3-031-60626-7_9</a>},
    booktitle={The Semantic Web}, publisher={Springer Nature Switzerland}, author={Firmansyah,
    Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2024}
    }'
  chicago: 'Firmansyah, Asep Fajar, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo.
    “ESLM: Improving Entity Summarization by Leveraging Language Models.” In <i>The
    Semantic Web</i>. Cham: Springer Nature Switzerland, 2024. <a href="https://doi.org/10.1007/978-3-031-60626-7_9">https://doi.org/10.1007/978-3-031-60626-7_9</a>.'
  ieee: 'A. F. Firmansyah, D. Moussallem, and A.-C. Ngonga Ngomo, “ESLM: Improving
    Entity Summarization by Leveraging Language Models,” in <i>The Semantic Web</i>,
    Cham: Springer Nature Switzerland, 2024.'
  mla: 'Firmansyah, Asep Fajar, et al. “ESLM: Improving Entity Summarization by Leveraging
    Language Models.” <i>The Semantic Web</i>, Springer Nature Switzerland, 2024,
    doi:<a href="https://doi.org/10.1007/978-3-031-60626-7_9">10.1007/978-3-031-60626-7_9</a>.'
  short: 'A.F. Firmansyah, D. Moussallem, A.-C. Ngonga Ngomo, in: The Semantic Web,
    Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-05-22T09:00:03Z
date_updated: 2024-06-04T11:09:23Z
department:
- _id: '574'
- _id: '34'
doi: 10.1007/978-3-031-60626-7_9
language:
- iso: eng
place: Cham
publication: The Semantic Web
publication_identifier:
  isbn:
  - '9783031606250'
  - '9783031606267'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'ESLM: Improving Entity Summarization by Leveraging Language Models'
type: book_chapter
user_id: '76787'
year: '2024'
...
---
_id: '54580'
author:
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Jonni
  full_name: Virtema, Jonni
  last_name: Virtema
- first_name: Timon
  full_name: Barlag, Timon
  last_name: Barlag
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Mahmood Y, Virtema J, Barlag T, Ngonga Ngomo A-C. Computing Repairs Under
    Functional and Inclusion Dependencies via Argumentation. In: <i>Lecture Notes
    in Computer Science</i>. Springer Nature Switzerland; 2024. doi:<a href="https://doi.org/10.1007/978-3-031-56940-1_2">10.1007/978-3-031-56940-1_2</a>'
  apa: Mahmood, Y., Virtema, J., Barlag, T., &#38; Ngonga Ngomo, A.-C. (2024). Computing
    Repairs Under Functional and Inclusion Dependencies via Argumentation. In <i>Lecture
    Notes in Computer Science</i>. Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-56940-1_2">https://doi.org/10.1007/978-3-031-56940-1_2</a>
  bibtex: '@inbook{Mahmood_Virtema_Barlag_Ngonga Ngomo_2024, place={Cham}, title={Computing
    Repairs Under Functional and Inclusion Dependencies via Argumentation}, DOI={<a
    href="https://doi.org/10.1007/978-3-031-56940-1_2">10.1007/978-3-031-56940-1_2</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Mahmood, Yasir and Virtema, Jonni and Barlag, Timon and Ngonga Ngomo,
    Axel-Cyrille}, year={2024} }'
  chicago: 'Mahmood, Yasir, Jonni Virtema, Timon Barlag, and Axel-Cyrille Ngonga Ngomo.
    “Computing Repairs Under Functional and Inclusion Dependencies via Argumentation.”
    In <i>Lecture Notes in Computer Science</i>. Cham: Springer Nature Switzerland,
    2024. <a href="https://doi.org/10.1007/978-3-031-56940-1_2">https://doi.org/10.1007/978-3-031-56940-1_2</a>.'
  ieee: 'Y. Mahmood, J. Virtema, T. Barlag, and A.-C. Ngonga Ngomo, “Computing Repairs
    Under Functional and Inclusion Dependencies via Argumentation,” in <i>Lecture
    Notes in Computer Science</i>, Cham: Springer Nature Switzerland, 2024.'
  mla: Mahmood, Yasir, et al. “Computing Repairs Under Functional and Inclusion Dependencies
    via Argumentation.” <i>Lecture Notes in Computer Science</i>, Springer Nature
    Switzerland, 2024, doi:<a href="https://doi.org/10.1007/978-3-031-56940-1_2">10.1007/978-3-031-56940-1_2</a>.
  short: 'Y. Mahmood, J. Virtema, T. Barlag, A.-C. Ngonga Ngomo, in: Lecture Notes
    in Computer Science, Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-06-04T10:01:16Z
date_updated: 2024-06-04T15:53:59Z
department:
- _id: '574'
doi: 10.1007/978-3-031-56940-1_2
language:
- iso: eng
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783031569395'
  - '9783031569401'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Computing Repairs Under Functional and Inclusion Dependencies via Argumentation
type: book_chapter
user_id: '99353'
year: '2024'
...
---
_id: '54642'
author:
- first_name: K.
  full_name: Dietrich, K.
  last_name: Dietrich
- first_name: R.
  full_name: Prager, R.
  last_name: Prager
- first_name: C.
  full_name: Doerr, C.
  last_name: Doerr
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Dietrich K, Prager R, Doerr C, Trautmann H. Hybridizing Target- and SHAP-encoded
    Features for Algorithm Selection in Mixed-variable Black-box Optimization. In:
    Affenzeller M, Winkler S, Kononova A, et al., eds. <i>Parallel Problem Solving
    from Nature — PPSN XVIII</i>. Springer International Publishing; 2024:1-14.'
  apa: Dietrich, K., Prager, R., Doerr, C., &#38; Trautmann, H. (2024). Hybridizing
    Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box
    Optimization. In M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tušar,
    P. Machado, &#38; T. Baeck (Eds.), <i>Parallel Problem Solving from Nature — PPSN
    XVIII</i> (pp. 1–14). Springer International Publishing.
  bibtex: '@inproceedings{Dietrich_Prager_Doerr_Trautmann_2024, place={Cham}, title={Hybridizing
    Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box
    Optimization}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII},
    publisher={Springer International Publishing}, author={Dietrich, K. and Prager,
    R. and Doerr, C. and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S
    and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024},
    pages={1–14} }'
  chicago: 'Dietrich, K., R. Prager, C. Doerr, and Heike Trautmann. “Hybridizing Target-
    and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box
    Optimization.” In <i>Parallel Problem Solving from Nature — PPSN XVIII</i>, edited
    by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and
    T Baeck, 1–14. Cham: Springer International Publishing, 2024.'
  ieee: K. Dietrich, R. Prager, C. Doerr, and H. Trautmann, “Hybridizing Target- and
    SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization,”
    in <i>Parallel Problem Solving from Nature — PPSN XVIII</i>, 2024, pp. 1–14.
  mla: Dietrich, K., et al. “Hybridizing Target- and SHAP-Encoded Features for Algorithm
    Selection in Mixed-Variable Black-Box Optimization.” <i>Parallel Problem Solving
    from Nature — PPSN XVIII</i>, edited by M Affenzeller et al., Springer International
    Publishing, 2024, pp. 1–14.
  short: 'K. Dietrich, R. Prager, C. Doerr, H. Trautmann, in: M. Affenzeller, S. Winkler,
    A. Kononova, H. Trautmann, T. Tušar, P. Machado, T. Baeck (Eds.), Parallel Problem
    Solving from Nature — PPSN XVIII, Springer International Publishing, Cham, 2024,
    pp. 1–14.'
date_created: 2024-06-07T04:56:32Z
date_updated: 2024-06-07T05:02:25Z
department:
- _id: '819'
editor:
- first_name: M
  full_name: Affenzeller, M
  last_name: Affenzeller
- first_name: S
  full_name: Winkler, S
  last_name: Winkler
- first_name: A
  full_name: Kononova, A
  last_name: Kononova
- first_name: H
  full_name: Trautmann, H
  last_name: Trautmann
- first_name: T
  full_name: Tušar, T
  last_name: Tušar
- first_name: P
  full_name: Machado, P
  last_name: Machado
- first_name: T
  full_name: Baeck, T
  last_name: Baeck
language:
- iso: eng
page: 1-14
place: Cham
publication: Parallel Problem Solving from Nature — PPSN XVIII
publisher: Springer International Publishing
status: public
title: Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable
  Black-box Optimization
type: conference
user_id: '15504'
year: '2024'
...
