{"id":"https://openalex.org/W3017967922","doi":"https://doi.org/10.1016/j.neunet.2020.04.016","title":"Graph Convolution Networks with manifold regularization for semi-supervised learning","display_name":"Graph Convolution Networks with manifold regularization for semi-supervised learning","publication_year":2020,"publication_date":"2020-04-23","ids":{"openalex":"https://openalex.org/W3017967922","doi":"https://doi.org/10.1016/j.neunet.2020.04.016","mag":"3017967922","pmid":"https://pubmed.ncbi.nlm.nih.gov/32361546"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2020.04.016","doi":"https://doi.org/10.1016/j.neunet.2020.04.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2020.04.016","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","doyens","erih-plus","jufo-3","ki-jl-1","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041336225","display_name":"Mahdi Tavassoli Kejani","orcid":"https://orcid.org/0000-0002-7171-5746","observed_orcids":["https://orcid.org/0000-0002-7171-5746"]},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Tavassoli Kejani","raw_affiliation_strings":["University of Isfahan, Isfahan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-7171-5746","affiliations":[{"raw_affiliation_string":"University of Isfahan, Isfahan, Iran","institution_ids":["https://openalex.org/I39268498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081042741","display_name":"Fadi Dornaika","orcid":"https://orcid.org/0000-0001-6581-9680","observed_orcids":["https://orcid.org/0000-0001-6581-9680"]},"institutions":[{"id":"https://openalex.org/I110594554","display_name":"Ikerbasque","ror":"https://ror.org/01cc3fy72","country_code":"ES","type":"other","lineage":["https://openalex.org/I110594554"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"F. Dornaika","raw_affiliation_strings":["University of the Basque Country UPV/EHU, San Sebastian, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain. Electronic address: fadi.dornaika@ehu.eus","IKERBASQUE, Basque Foundation for Science, Bilbao, Spain","University of the Basque Country UPV/EHU, San Sebastian, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6581-9680","affiliations":[{"raw_affiliation_string":"University of the Basque Country UPV/EHU, San Sebastian, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain. Electronic address: fadi.dornaika@ehu.eus","institution_ids":["https://openalex.org/I110594554","https://openalex.org/I169108374"]},{"raw_affiliation_string":"IKERBASQUE, Basque Foundation for Science, Bilbao, Spain","institution_ids":["https://openalex.org/I110594554"]},{"raw_affiliation_string":"University of the Basque Country UPV/EHU, San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":null,"display_name":"H. Talebi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"H. Talebi","raw_affiliation_strings":["Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081042741"],"corresponding_institution_ids":["https://openalex.org/I110594554","https://openalex.org/I169108374"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":3.4224,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.93595188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"127","issue":null,"first_page":"160","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.04019999876618385,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.0020000000949949026,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/graph-convolutional-networks","display_name":"graph convolutional networks","score":0.9079999923706055},{"id":"https://openalex.org/keywords/manifold-regularization","display_name":"manifold regularization","score":0.9610000252723694},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"semi-supervised learning","score":0.9919999837875366},{"id":"https://openalex.org/keywords/label-propagation","display_name":"label propagation","score":0.984000027179718},{"id":"https://openalex.org/keywords/loss-function-design","display_name":"loss function design","score":0.8379999995231628},{"id":"https://openalex.org/keywords/cross-entropy","display_name":"cross-entropy","score":0.7039999961853027},{"id":"https://openalex.org/keywords/graph-learning","display_name":"graph learning","score":0.625},{"id":"https://openalex.org/keywords/label-inference","display_name":"label inference","score":0.6389999985694885}],"concepts":[{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.6940435171127319},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6444340348243713},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6019322276115417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5623858571052551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5553461909294128},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5380027294158936},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5157142281532288},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.46473076939582825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4137147068977356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35749614238739014},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3325377106666565},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26306623220443726},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24799048900604248}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":"Q000639","qualifier_name":"trends","is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006040","descriptor_name":"Goals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2020.04.016","doi":"https://doi.org/10.1016/j.neunet.2020.04.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2020.04.016","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","doyens","erih-plus","jufo-3","ki-jl-1","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:32361546","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32361546","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural networks : the official journal of the International Neural Network Society","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W97949734","https://openalex.org/W1576445103","https://openalex.org/W1965766334","https://openalex.org/W1992535061","https://openalex.org/W2001141328","https://openalex.org/W2042453128","https://openalex.org/W2053186076","https://openalex.org/W2076363162","https://openalex.org/W2104290444","https://openalex.org/W2113590298","https://openalex.org/W2132392542","https://openalex.org/W2134262590","https://openalex.org/W2139823104","https://openalex.org/W2143343993","https://openalex.org/W2154455818","https://openalex.org/W2156718197","https://openalex.org/W2163584563","https://openalex.org/W2167665791","https://openalex.org/W2170858770","https://openalex.org/W2171785347","https://openalex.org/W2194775991","https://openalex.org/W2271840356","https://openalex.org/W2294307757","https://openalex.org/W2345837149","https://openalex.org/W2346714907","https://openalex.org/W2468907370","https://openalex.org/W2481635351","https://openalex.org/W2519887557","https://openalex.org/W2554952599","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2624431344","https://openalex.org/W2758611985","https://openalex.org/W2766453196","https://openalex.org/W2883182100","https://openalex.org/W2893944917","https://openalex.org/W2894175828","https://openalex.org/W2900763475","https://openalex.org/W2941129248","https://openalex.org/W2949945331","https://openalex.org/W2963782635","https://openalex.org/W2970992015","https://openalex.org/W2977131104","https://openalex.org/W2987423872","https://openalex.org/W2997130675","https://openalex.org/W2999905431","https://openalex.org/W3000488010","https://openalex.org/W3000679338","https://openalex.org/W3142799615"],"related_works":["https://openalex.org/W3006146790","https://openalex.org/W4309566298","https://openalex.org/W4406110705","https://openalex.org/W3214607848","https://openalex.org/W4313201671","https://openalex.org/W2948729509","https://openalex.org/W4390733956","https://openalex.org/W2901359197","https://openalex.org/W2892388093","https://openalex.org/W75608924"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-05-01T00:00:00"}
