---
_id: '3222'
author:
- first_name: Sanaullah
  full_name: Sanaullah, Sanaullah
  id: '248865'
  last_name: Sanaullah
  orcid: 0000-0003-4112-802X
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-4112-802X/work/157718091
- first_name: Shamini
  full_name: Koravuna, Shamini
  last_name: Koravuna
- first_name: Ulrich
  full_name: Rückert, Ulrich
  last_name: Rückert
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
citation:
  alphadin: '<span style="font-variant:small-caps;">Sanaullah, Sanaullah</span> ;
    <span style="font-variant:small-caps;">Koravuna, Shamini</span> ; <span style="font-variant:small-caps;">Rückert,
    Ulrich</span> ; <span style="font-variant:small-caps;">Jungeblut, Thorsten</span>:
    Streamlined Training of GCN for Node Classification with Automatic Loss Function
    and Optimizer Selection. In: <span style="font-variant:small-caps;">Iliadis, L.</span>
    ; <span style="font-variant:small-caps;">Maglogiannis, I.</span> ; <span style="font-variant:small-caps;">Alonso,
    S.</span> ; <span style="font-variant:small-caps;">Jayne, C.</span> ; <span style="font-variant:small-caps;">Pimenidis,
    E.</span> (Hrsg.): <i>Engineering Applications of Neural Networks. 24th International
    Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings</i>, <i>Communications
    in Computer and Information Science</i>. Cham : Springer Nature Switzerland, 2023,
    S. 191–202'
  ama: 'Sanaullah S, Koravuna S, Rückert U, Jungeblut T. Streamlined Training of GCN
    for Node Classification with Automatic Loss Function and Optimizer Selection.
    In: Iliadis L, Maglogiannis I, Alonso S, Jayne C, Pimenidis E, eds. <i>Engineering
    Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023,
    León, Spain, June 14–17, 2023, Proceedings</i>. Communications in Computer and
    Information Science. Cham: Springer Nature Switzerland; 2023:191-202. doi:<a href="https://doi.org/10.1007/978-3-031-34204-2_17">10.1007/978-3-031-34204-2_17</a>'
  apa: 'Sanaullah, S., Koravuna, S., Rückert, U., &#38; Jungeblut, T. (2023). Streamlined
    Training of GCN for Node Classification with Automatic Loss Function and Optimizer
    Selection. In L. Iliadis, I. Maglogiannis, S. Alonso, C. Jayne, &#38; E. Pimenidis
    (Eds.), <i>Engineering Applications of Neural Networks. 24th International Conference,
    EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings</i> (pp. 191–202).
    Cham: Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-34204-2_17">https://doi.org/10.1007/978-3-031-34204-2_17</a>'
  bibtex: '@inbook{Sanaullah_Koravuna_Rückert_Jungeblut_2023, place={Cham}, series={Communications
    in Computer and Information Science}, title={Streamlined Training of GCN for Node
    Classification with Automatic Loss Function and Optimizer Selection}, DOI={<a
    href="https://doi.org/10.1007/978-3-031-34204-2_17">10.1007/978-3-031-34204-2_17</a>},
    booktitle={Engineering Applications of Neural Networks. 24th International Conference,
    EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings}, publisher={Springer
    Nature Switzerland}, author={Sanaullah, Sanaullah and Koravuna, Shamini and Rückert,
    Ulrich and Jungeblut, Thorsten}, editor={Iliadis, Lazaros and Maglogiannis, Ilias
    and Alonso, Serafin and Jayne, Chrisina and Pimenidis, EliasEditors}, year={2023},
    pages={191–202}, collection={Communications in Computer and Information Science}
    }'
  chicago: 'Sanaullah, Sanaullah, Shamini Koravuna, Ulrich Rückert, and Thorsten Jungeblut.
    “Streamlined Training of GCN for Node Classification with Automatic Loss Function
    and Optimizer Selection.” In <i>Engineering Applications of Neural Networks. 24th
    International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings</i>,
    edited by Lazaros Iliadis, Ilias Maglogiannis, Serafin Alonso, Chrisina Jayne,
    and Elias Pimenidis, 191–202. Communications in Computer and Information Science.
    Cham: Springer Nature Switzerland, 2023. <a href="https://doi.org/10.1007/978-3-031-34204-2_17">https://doi.org/10.1007/978-3-031-34204-2_17</a>.'
  ieee: 'S. Sanaullah, S. Koravuna, U. Rückert, and T. Jungeblut, “Streamlined Training
    of GCN for Node Classification with Automatic Loss Function and Optimizer Selection,”
    in <i>Engineering Applications of Neural Networks. 24th International Conference,
    EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings</i>, L. Iliadis, I.
    Maglogiannis, S. Alonso, C. Jayne, and E. Pimenidis, Eds. Cham: Springer Nature
    Switzerland, 2023, pp. 191–202.'
  mla: Sanaullah, Sanaullah, et al. “Streamlined Training of GCN for Node Classification
    with Automatic Loss Function and Optimizer Selection.” <i>Engineering Applications
    of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain,
    June 14–17, 2023, Proceedings</i>, edited by Lazaros Iliadis et al., Springer
    Nature Switzerland, 2023, pp. 191–202, doi:<a href="https://doi.org/10.1007/978-3-031-34204-2_17">10.1007/978-3-031-34204-2_17</a>.
  short: 'S. Sanaullah, S. Koravuna, U. Rückert, T. Jungeblut, in: L. Iliadis, I.
    Maglogiannis, S. Alonso, C. Jayne, E. Pimenidis (Eds.), Engineering Applications
    of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain,
    June 14–17, 2023, Proceedings, Springer Nature Switzerland, Cham, 2023, pp. 191–202.'
date_created: 2023-06-12T10:38:53Z
date_updated: 2026-03-17T15:28:42Z
doi: 10.1007/978-3-031-34204-2_17
editor:
- first_name: Lazaros
  full_name: Iliadis, Lazaros
  last_name: Iliadis
- first_name: Ilias
  full_name: Maglogiannis, Ilias
  last_name: Maglogiannis
- first_name: Serafin
  full_name: Alonso, Serafin
  last_name: Alonso
- first_name: Chrisina
  full_name: Jayne, Chrisina
  last_name: Jayne
- first_name: Elias
  full_name: Pimenidis, Elias
  last_name: Pimenidis
language:
- iso: eng
page: 191-202
place: Cham
project:
- _id: beb248c8-cd75-11ed-b77c-e432b4711f7b
  name: Institut für Systemdynamik und Mechatronik
publication: Engineering Applications of Neural Networks. 24th International Conference,
  EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings
publication_identifier:
  eisbn:
  - 978-3-031-34204-2
  eissn:
  - 1865-0937
  isbn:
  - 978-3-031-34203-5
  issn:
  - 1865-0929
publication_status: published
publisher: Springer Nature Switzerland
series_title: Communications in Computer and Information Science
status: public
title: Streamlined Training of GCN for Node Classification with Automatic Loss Function
  and Optimizer Selection
type: book_chapter
user_id: '242294'
year: '2023'
...