{"id":"https://openalex.org/W2766847075","doi":"https://doi.org/10.1007/s10115-017-1121-6","title":"Automatic feature selection for supervised learning in link prediction applications: a comparative study","display_name":"Automatic feature selection for supervised learning in link prediction applications: a comparative study","publication_year":2017,"publication_date":"2017-10-25","ids":{"openalex":"https://openalex.org/W2766847075","doi":"https://doi.org/10.1007/s10115-017-1121-6","mag":"2766847075"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-017-1121-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1121-6","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","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/A5085955757","display_name":"Antonio Pecli","orcid":null},"institutions":[{"id":"https://openalex.org/I41870","display_name":"Military Institute of Engineering","ror":"https://ror.org/03veakt65","country_code":"BR","type":"education","lineage":["https://openalex.org/I41870"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Antonio Pecli","raw_affiliation_strings":["Military Institute of Engineering (IME), Rio de Janeiro, Brazil","Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Institute of Engineering (IME), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]},{"raw_affiliation_string":"Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042987444","display_name":"Maria Cl\u00e1udia Cavalcanti","orcid":"https://orcid.org/0000-0003-4965-9941"},"institutions":[{"id":"https://openalex.org/I41870","display_name":"Military Institute of Engineering","ror":"https://ror.org/03veakt65","country_code":"BR","type":"education","lineage":["https://openalex.org/I41870"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Maria Claudia Cavalcanti","raw_affiliation_strings":["Military Institute of Engineering (IME), Rio de Janeiro, Brazil","Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Institute of Engineering (IME), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]},{"raw_affiliation_string":"Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024998995","display_name":"Ronaldo Ribeiro Goldschmidt","orcid":"https://orcid.org/0000-0003-1688-0586"},"institutions":[{"id":"https://openalex.org/I41870","display_name":"Military Institute of Engineering","ror":"https://ror.org/03veakt65","country_code":"BR","type":"education","lineage":["https://openalex.org/I41870"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ronaldo Goldschmidt","raw_affiliation_strings":["Military Institute of Engineering (IME), Rio de Janeiro, Brazil","Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Military Institute of Engineering (IME), Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]},{"raw_affiliation_string":"Military Institute of Engineering (IME), Praca Gen. Tiburcio 80, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I41870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024998995","https://openalex.org/A5042987444","https://openalex.org/A5085955757"],"corresponding_institution_ids":["https://openalex.org/I41870"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.8544,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.95824544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"56","issue":"1","first_page":"85","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9907000064849854,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9857000112533569,"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/machine-learning","display_name":"Machine learning","score":0.7313858270645142},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7262988090515137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7085400223731995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7082982659339905},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6105899810791016},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6046148538589478},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5429158210754395},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5353342294692993},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5199928879737854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.509800374507904},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5068863034248352},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48355934023857117},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4751546084880829},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4316450357437134}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7313858270645142},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7262988090515137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7085400223731995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7082982659339905},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6105899810791016},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6046148538589478},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5429158210754395},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5353342294692993},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5199928879737854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.509800374507904},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5068863034248352},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48355934023857117},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4751546084880829},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4316450357437134},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-017-1121-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1121-6","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3600878743","display_name":null,"funder_award_id":"307647/2012-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W327576307","https://openalex.org/W560433484","https://openalex.org/W1412447802","https://openalex.org/W1503346339","https://openalex.org/W1506285740","https://openalex.org/W1546155242","https://openalex.org/W1565746575","https://openalex.org/W1597703625","https://openalex.org/W1602306524","https://openalex.org/W1661871015","https://openalex.org/W1676999057","https://openalex.org/W1854214752","https://openalex.org/W1903894141","https://openalex.org/W1952825535","https://openalex.org/W1967784045","https://openalex.org/W1972702102","https://openalex.org/W1973305811","https://openalex.org/W1973651542","https://openalex.org/W1974758710","https://openalex.org/W1976246173","https://openalex.org/W1979104937","https://openalex.org/W1989904992","https://openalex.org/W1995806857","https://openalex.org/W2004824191","https://openalex.org/W2005844706","https://openalex.org/W2016182283","https://openalex.org/W2016666840","https://openalex.org/W2017337590","https://openalex.org/W2026417691","https://openalex.org/W2028513945","https://openalex.org/W2037705937","https://openalex.org/W2037933327","https://openalex.org/W2044325247","https://openalex.org/W2056944867","https://openalex.org/W2070017344","https://openalex.org/W2071018679","https://openalex.org/W2071111773","https://openalex.org/W2074436399","https://openalex.org/W2091019377","https://openalex.org/W2101234009","https://openalex.org/W2107107106","https://openalex.org/W2107569009","https://openalex.org/W2108991785","https://openalex.org/W2118027753","https://openalex.org/W2118947057","https://openalex.org/W2128302979","https://openalex.org/W2132022337","https://openalex.org/W2136335874","https://openalex.org/W2137939096","https://openalex.org/W2140310134","https://openalex.org/W2151498529","https://openalex.org/W2151554678","https://openalex.org/W2154003061","https://openalex.org/W2154454189","https://openalex.org/W2167467982","https://openalex.org/W2271825318","https://openalex.org/W2293623058","https://openalex.org/W2755088640","https://openalex.org/W2768375068","https://openalex.org/W2962931231","https://openalex.org/W2964126306","https://openalex.org/W3100447784","https://openalex.org/W3139718418","https://openalex.org/W3146259567","https://openalex.org/W4211217667","https://openalex.org/W4232932184","https://openalex.org/W4241727697","https://openalex.org/W4252684946","https://openalex.org/W4256215878"],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W3154045278","https://openalex.org/W4379620016","https://openalex.org/W4393666307","https://openalex.org/W3210764983","https://openalex.org/W4393443811","https://openalex.org/W4367335949","https://openalex.org/W3089416646","https://openalex.org/W4396816114","https://openalex.org/W4380048833"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":6}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}