{"id":"https://openalex.org/W3101259777","doi":"https://doi.org/10.1007/s00521-020-05462-w","title":"Flexible data representation with graph convolution for semi-supervised learning","display_name":"Flexible data representation with graph convolution for semi-supervised learning","publication_year":2020,"publication_date":"2020-11-12","ids":{"openalex":"https://openalex.org/W3101259777","doi":"https://doi.org/10.1007/s00521-020-05462-w","mag":"3101259777"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05462-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05462-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5081042741","display_name":"Fadi Dornaika","orcid":"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":"Fadi Dornaika","raw_affiliation_strings":["IKERBASQUE, Basque Foundation for Science, Bilbao, Spain","University of the Basque Country (UPV/EHU), San Sebasti\u00e1n, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6581-9680","affiliations":[{"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 Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5081042741"],"corresponding_institution_ids":["https://openalex.org/I110594554","https://openalex.org/I169108374"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18245642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"12","first_page":"6851","last_page":"6863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7630531191825867},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6058850884437561},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5976482629776001},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.5500190258026123},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5374029278755188},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5070698261260986},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.49499744176864624},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.49480146169662476},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.488736629486084},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.48160454630851746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47801005840301514},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.42144089937210083},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.41438454389572144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38968104124069214},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38139933347702026},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3796535134315491},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3499504625797272},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14792481064796448},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.07892441749572754}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7630531191825867},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6058850884437561},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5976482629776001},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.5500190258026123},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5374029278755188},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5070698261260986},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.49499744176864624},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.49480146169662476},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.488736629486084},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.48160454630851746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47801005840301514},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.42144089937210083},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.41438454389572144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38968104124069214},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38139933347702026},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3796535134315491},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3499504625797272},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14792481064796448},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.07892441749572754},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-05462-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05462-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1965766334","https://openalex.org/W1968865278","https://openalex.org/W1992535061","https://openalex.org/W1997575533","https://openalex.org/W2001141328","https://openalex.org/W2026731079","https://openalex.org/W2028409727","https://openalex.org/W2039051707","https://openalex.org/W2042453128","https://openalex.org/W2053186076","https://openalex.org/W2057401925","https://openalex.org/W2076363162","https://openalex.org/W2104290444","https://openalex.org/W2109551918","https://openalex.org/W2112796928","https://openalex.org/W2113590298","https://openalex.org/W2132392542","https://openalex.org/W2139823104","https://openalex.org/W2143343993","https://openalex.org/W2147625498","https://openalex.org/W2156718197","https://openalex.org/W2162915993","https://openalex.org/W2163584563","https://openalex.org/W2163605009","https://openalex.org/W2167665791","https://openalex.org/W2171785347","https://openalex.org/W2417723176","https://openalex.org/W2470330074","https://openalex.org/W2481635351","https://openalex.org/W2519887557","https://openalex.org/W2749529020","https://openalex.org/W2756314412","https://openalex.org/W2758611985","https://openalex.org/W2885140547","https://openalex.org/W2899549212","https://openalex.org/W2900763475","https://openalex.org/W2906529026","https://openalex.org/W2907795190","https://openalex.org/W2921038341","https://openalex.org/W2941129248","https://openalex.org/W2944238863","https://openalex.org/W2950887295","https://openalex.org/W2962767366","https://openalex.org/W2962818688","https://openalex.org/W2962965968","https://openalex.org/W2963335963","https://openalex.org/W2963782635","https://openalex.org/W2964124573","https://openalex.org/W2965212020","https://openalex.org/W2970707935","https://openalex.org/W3017718751","https://openalex.org/W3017967922","https://openalex.org/W3028629919","https://openalex.org/W3038620866","https://openalex.org/W3099955943","https://openalex.org/W3148981562","https://openalex.org/W6600238479"],"related_works":["https://openalex.org/W2359617897","https://openalex.org/W3109610583","https://openalex.org/W2908248196","https://openalex.org/W2969227564","https://openalex.org/W2750036380","https://openalex.org/W2087864780","https://openalex.org/W2042453128","https://openalex.org/W2560283428","https://openalex.org/W2515319207","https://openalex.org/W4224292393"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}