{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:16:28Z","timestamp":1783437388806,"version":"3.54.6"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3225413","type":"journal-article","created":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T19:37:30Z","timestamp":1669664250000},"page":"125311-125318","source":"Crossref","is-referenced-by-count":2,"title":["A Novel Global Prototype-Based Node Embedding Technique"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9974-8702","authenticated-orcid":false,"given":"Zyad","family":"Alkayem","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1306-3361","authenticated-orcid":false,"given":"Rami","family":"Zewail","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amin","family":"Shoukry","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3598-1027","authenticated-orcid":false,"given":"Daisuke","family":"Kawahara","sequence":"additional","affiliation":[{"name":"School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4388-1998","authenticated-orcid":false,"given":"Samir A.","family":"Elsagheer Mohamed","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Egypt–Japan University of Science and Technology, New Borg El-Arab City, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","article-title":"GNNGuard: Defending graph neural networks against adversarial attacks","author":"zhang","year":"2020","journal-title":"arXiv 2006 08149"},{"key":"ref32","article-title":"Probing GNN explainers: A rigorous theoretical and empirical analysis of GNN explanation methods","author":"agarwal","year":"2021","journal-title":"arXiv 2106 09078"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"},{"key":"ref30","article-title":"Pitfalls of graph neural network evaluation","author":"shchur","year":"2018","journal-title":"arXiv 1811 05868"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775126"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220078"},{"key":"ref11","article-title":"The effects of randomness on the stability of node embeddings","author":"schumacher","year":"2020","journal-title":"arXiv 2005 10039"},{"key":"ref12","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"arXiv 1301 3781 [cs]"},{"key":"ref13","article-title":"Distributed representations of words and phrases and their compositionality","volume":"26","author":"mikolov","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC.2019.00026"},{"key":"ref17","article-title":"Semi-supervised classification with graph convolutional networks","author":"kipf","year":"2016","journal-title":"arXiv 1609 02907"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s40649-019-0069-y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330950"},{"key":"ref28","first-page":"1","article-title":"Label informed attributed network embedding","author":"hu","year":"2017","journal-title":"Proceedings of the International Conference on Web Search and Data Mining ACM"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2019.2952908"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.05.080"},{"key":"ref3","article-title":"Understanding graph embedding methods and their applications","author":"xu","year":"2020","journal-title":"arXiv 2012 08019"},{"key":"ref6","article-title":"A comprehensive survey of graph embedding: Problems, techniques and applications","author":"cai","year":"2017","journal-title":"arXiv 1709 07604"},{"key":"ref29","author":"mernyei","year":"2020","journal-title":"arXiv 2007 02901"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-022-00184-6"},{"key":"ref8","article-title":"Inductive representation learning on large graphs","author":"hamilton","year":"2017","journal-title":"arXiv 1706 02216"},{"key":"ref7","article-title":"Network representation learning: From preprocessing, feature extraction to node embedding","author":"zhou","year":"2021","journal-title":"arXiv 2110 07582"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.03.022"},{"key":"ref9","first-page":"1","article-title":"Machine learning on graphs: A model and comprehensive taxonomy","volume":"23","author":"chami","year":"2022","journal-title":"J Mach Learn Res"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2200\/S01045ED1V01Y202009AIM046"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref22","article-title":"Introduction to radial basis function networks","author":"mark","year":"1996"},{"key":"ref21","article-title":"Position-aware graph neural networks","author":"you","year":"2019","journal-title":"arXiv 1906 04817"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009953814988"},{"key":"ref23","article-title":"Siamese neural networks for one-shot image recognition","author":"koch","year":"2015"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411866"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9277"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09965394.pdf?arnumber=9965394","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T19:40:39Z","timestamp":1672083639000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9965394\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3225413","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}