{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T10:24:43Z","timestamp":1771064683052,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100019906","name":"Infineon Technologies Austria","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100019906","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3367598","type":"journal-article","created":{"date-parts":[[2024,2,19]],"date-time":"2024-02-19T20:16:35Z","timestamp":1708373795000},"page":"29308-29344","source":"Crossref","is-referenced-by-count":5,"title":["A Graph Attention Network Based System for Robust Analog Circuits\u2019 Structure Recognition Involving a Novel Data Augmentation Technique"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1597-6113","authenticated-orcid":false,"given":"Ali","family":"Deeb","sequence":"first","affiliation":[{"name":"Institute of Smart Systems Technologies, University of Klagenfurt, Klagenfurt, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1573-2450","authenticated-orcid":false,"given":"Mohamed","family":"Salem","sequence":"additional","affiliation":[{"name":"Infineon Technologies Austria, Villach, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-8184-230X","authenticated-orcid":false,"given":"Abdalrahman","family":"Ibrahim","sequence":"additional","affiliation":[{"name":"AGILOX Services GmbH, Neukirchen bei Lambach, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joachim","family":"Pichler","sequence":"additional","affiliation":[{"name":"Infineon Technologies Austria, Villach, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergii","family":"Tkachov","sequence":"additional","affiliation":[{"name":"Infineon Technologies Austria, Villach, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karaj","family":"Anjeza","sequence":"additional","affiliation":[{"name":"Infineon Technologies Austria, Villach, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1239-9261","authenticated-orcid":false,"given":"Fadi Al","family":"Machot","sequence":"additional","affiliation":[{"name":"Faculty of Science and Technology, Norwegian University of Life Sciences (NMBU), Ås, Norway"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0773-9476","authenticated-orcid":false,"given":"Kyandoghere","family":"Kyamakya","sequence":"additional","affiliation":[{"name":"Institute of Smart Systems Technologies, University of Klagenfurt, Klagenfurt, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11030435"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2010.2097172"},{"key":"ref3","first-page":"N7","article-title":"Machine learning based structure recognition in analog schematics for constraints generation","volume":"6","author":"Patel","year":"2021","journal-title":"Mirror"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2001.968645"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2008.2006143"},{"key":"ref6","article-title":"On the structural analysis of CMOS and bipolar analog integrated circuits","author":"Massier","year":"2010"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CSTIC.2015.7153486"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2418287"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/43.945301"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2014.2376987"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/157485.164556"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/43.259949"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.1995.523738"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICECS.2001.957450"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2002.805722"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SCS.2003.1226950"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/DAC.1999.781359"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2006.881335"},{"key":"ref19","first-page":"1509","article-title":"Analog circuit topological feature extraction with unsupervised learning of new sub-structures","volume-title":"Proc. Design, Autom. Test Eur. Conf. Exhib. (DATE)","author":"Li"},{"key":"ref20","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016","journal-title":"arXiv:1609.02907"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.23919\/DATE51398.2021.9474102"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116513"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SMACD.2018.8434884"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.23919\/DATE48585.2020.9116329"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s23062989"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.104410"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2330163.2330319"},{"key":"ref28","volume-title":"B. I. C. Education, What is Data Labeling","year":"2024"},{"key":"ref29","author":"Lee","year":"2024","journal-title":"Data Labeling and Its Significance"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"issue":"20","key":"ref31","first-page":"48550","article-title":"Graph attention networks","volume":"1050","author":"Velickovic","year":"2017","journal-title":"Stat"},{"key":"ref32","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"arXiv:1706.03762"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533981"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207586"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378428"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-021-00420-4"},{"key":"ref37","article-title":"Best graph neural network architectures: GCN, GAT, MPNN and more","volume":"23","author":"Karagiannakos","year":"2021","journal-title":"AI Summer"},{"key":"ref38","volume-title":"Inductive Vs. Transductive Learning","author":"Mallawaarachchi","year":"2024"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/6173.003.0032"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3575637.3575646"},{"key":"ref41","article-title":"DropEdge: Towards deep graph convolutional networks on node classification","author":"Rong","year":"2019","journal-title":"arXiv:1907.10903"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449802"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449796"},{"key":"ref45","first-page":"22092","article-title":"Graph random neural networks for semi-supervised learning on graphs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Feng"},{"key":"ref46","first-page":"11015","article-title":"Diffusion improves graph learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Gasteiger"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17315"},{"key":"ref48","first-page":"5812","article-title":"Graph contrastive learning with augmentations","volume-title":"Proc. Neural Inf. Process. Syst.","author":"You"},{"key":"ref49","first-page":"12121","article-title":"Graph contrastive learning automated","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"You"},{"key":"ref50","article-title":"ifMixup: Towards intrusion-free graph mixup for graph classification","author":"Guo","year":"2021","journal-title":"arXiv:2110.09344"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10440102.pdf?arnumber=10440102","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T03:35:01Z","timestamp":1709264101000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10440102\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3367598","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}