[{"date_created":"2023-06-12T10:38:53Z","title":"Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection","publication_status":"published","publication":"Engineering Applications of Neural Networks. 24th International Conference, EAAAI/EANN 2023, León, Spain, June 14–17, 2023, Proceedings","series_title":"Communications in Computer and Information Science","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"}],"type":"book_chapter","publication_identifier":{"isbn":["978-3-031-34203-5"],"eissn":["1865-0937"],"eisbn":["978-3-031-34204-2"],"issn":["1865-0929"]},"user_id":"242294","doi":"10.1007/978-3-031-34204-2_17","date_updated":"2026-03-17T15:28:42Z","page":"191-202","publisher":"Springer Nature Switzerland","author":[{"orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0003-4112-802X/work/157718091","id":"248865","first_name":"Sanaullah","full_name":"Sanaullah, Sanaullah","orcid":"0000-0003-4112-802X","last_name":"Sanaullah"},{"full_name":"Koravuna, Shamini","last_name":"Koravuna","first_name":"Shamini"},{"full_name":"Rückert, Ulrich","last_name":"Rückert","first_name":"Ulrich"},{"last_name":"Jungeblut","orcid":"0000-0001-7425-8766","full_name":"Jungeblut, Thorsten","first_name":"Thorsten","id":"242294"}],"citation":{"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>.","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.","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>.","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>","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.","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","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} }","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>"},"place":"Cham","status":"public","_id":"3222","editor":[{"full_name":"Iliadis, Lazaros","last_name":"Iliadis","first_name":"Lazaros"},{"first_name":"Ilias","last_name":"Maglogiannis","full_name":"Maglogiannis, Ilias"},{"last_name":"Alonso","full_name":"Alonso, Serafin","first_name":"Serafin"},{"first_name":"Chrisina","full_name":"Jayne, Chrisina","last_name":"Jayne"},{"last_name":"Pimenidis","full_name":"Pimenidis, Elias","first_name":"Elias"}],"year":"2023","language":[{"iso":"eng"}]}]