{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T16:30:23Z","timestamp":1776184223816,"version":"3.50.1"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9892919","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T15:56:04Z","timestamp":1664553364000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["FACS-GCN: Fairness-Aware Cost-Sensitive Boosting of Graph Convolutional Networks"],"prefix":"10.1109","author":[{"given":"Francisco","family":"Santos","sequence":"first","affiliation":[{"name":"Michigan State University,Dep. of Computer Science and Engineering,East Lansing,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junke","family":"Ye","sequence":"additional","affiliation":[{"name":"Michigan State University,Dep. of Computer Science and Engineering,East Lansing,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farzan","family":"Masrour","sequence":"additional","affiliation":[{"name":"Michigan State University,Dep. of Computer Science and Engineering,East Lansing,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pang-Ning","family":"Tan","sequence":"additional","affiliation":[{"name":"Michigan State University,Dep. of Computer Science and Engineering,East Lansing,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdol-Hossein","family":"Esfahanian","sequence":"additional","affiliation":[{"name":"Michigan State University,Dep. of Computer Science and Engineering,East Lansing,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.4310\/SII.2009.v2.n3.a8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/456"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357974"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/205"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.50"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3360544"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5429"},{"key":"ref36","first-page":"1939","article-title":"Multical-ibration: Calibration for the (computationally-identifiable) masses","author":"h\u00e9bert-johnson","year":"2018","journal-title":"Int'l Conf on Machine Learning"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33017801"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186133"},{"key":"ref10","first-page":"1025","article-title":"Inductive representation learning on large graphs","author":"hamilton","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788606"},{"key":"ref11","article-title":"Semi-supervised classification with graph convolutional networks","volume":"abs 1609 2907","author":"kipf","year":"2017","journal-title":"ArXiv"},{"key":"ref12","article-title":"Fairness in machine learning: A survey","volume":"abs 2010 4053","author":"caton","year":"2020","journal-title":"CoRR"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"ref15","first-page":"3315","article-title":"Equality of opportunity in supervised learning","author":"hardt","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441752"},{"key":"ref17","first-page":"2114","article-title":"Towards a unified frame-work for fair and stable graph representation learning","author":"agarwal","year":"2021","journal-title":"Uncertainty in Artificial Intelligence"},{"key":"ref18","article-title":"Fairdrop: Biased edge dropout for enhancing fairness in graph representation learning","author":"spinelli","year":"2021","journal-title":"IEEE Transactions on Artificial Intelligence"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11604"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1116-3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICMTMA50254.2020.00108"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"2412","DOI":"10.1609\/aaai.v33i01.33012412","article-title":"One-network adver-sarial fairness","author":"adel","year":"2019","journal-title":"Proc of the AAAI Conf on Artificial Intelligence"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0191-6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2009.10"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04167-0"},{"key":"ref5","author":"xiaojin","year":"2002","journal-title":"Learning From Labeled and Unlabeled Data With Label Propagation"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v29i3.2157"},{"key":"ref7","article-title":"Iterative classification in relational data","author":"neville","year":"2002","journal-title":"Proc of AAAI-2000 Workshop on Learning Statistical Models from Relational Data"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00070"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.07.007"},{"key":"ref20","article-title":"Adagcn: Adaboosting graph convolutional networks into deep models","author":"sun","year":"2020","journal-title":"Int Conf on Learning Representations"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/978-1-4419-8462-3_5","article-title":"Node classification in social networks","author":"bhagat","year":"2011","journal-title":"Social Network Data Analytics"},{"key":"ref21","first-page":"1612","article-title":"A short introduction to boosting","volume":"14","author":"freund","year":"1999","journal-title":"Journal-Japanese Society For Artificial Intelligence"},{"key":"ref42","first-page":"1","article-title":"The effect of race\/ethnicity on sentencing: Examining sentence type, jail length, and prison length","volume":"13","author":"jordan","year":"2014","journal-title":"J Ethnicity Criminal Justice"},{"key":"ref24","article-title":"Distance-wise prototypical graph neural network in node imbalance classification","author":"wang","year":"2021","journal-title":"ArXiv Preprint"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2898361"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-021-01251-0"},{"key":"ref44","author":"dua","year":"2017","journal-title":"UCI Machine Learning Repository"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441720"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.12.020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/398"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","location":"Padua, Italy","start":{"date-parts":[[2022,7,18]]},"end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9891857\/9889787\/09892919.pdf?arnumber=9892919","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,3]],"date-time":"2022-11-03T18:59:11Z","timestamp":1667501951000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9892919\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9892919","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}