{"id":"https://openalex.org/W2968718498","doi":"https://doi.org/10.1016/j.patrec.2019.08.012","title":"Semi-supervised learning with connectivity-driven convolutional neural networks","display_name":"Semi-supervised learning with connectivity-driven convolutional neural networks","publication_year":2019,"publication_date":"2019-08-10","ids":{"openalex":"https://openalex.org/W2968718498","doi":"https://doi.org/10.1016/j.patrec.2019.08.012","mag":"2968718498"},"language":"en","primary_location":{"id":"doi:10.1016/j.patrec.2019.08.012","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patrec.2019.08.012","pdf_url":null,"source":{"id":"https://openalex.org/S151820558","display_name":"Pattern Recognition Letters","issn_l":"0167-8655","issn":["0167-8655","1872-7344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Pattern Recognition Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/190583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089740394","display_name":"Willian Paraguassu Amorim","orcid":"https://orcid.org/0000-0002-3456-5486"},"institutions":[{"id":"https://openalex.org/I187420256","display_name":"Universidade Federal da Grande Dourados","ror":"https://ror.org/0310smc09","country_code":"BR","type":"education","lineage":["https://openalex.org/I187420256"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Willian Paraguassu Amorim","raw_affiliation_strings":["Federal University of Grande Dourados, Dourados, 79804-970, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Grande Dourados, Dourados, 79804-970, Brazil","institution_ids":["https://openalex.org/I187420256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082605114","display_name":"Gustavo Henrique de Rosa","orcid":"https://orcid.org/0000-0002-6442-8343"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Henrique Rosa","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046760117","display_name":"Rog\u00e9rio Thomazella","orcid":"https://orcid.org/0000-0002-2074-5152"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rog\u00e9rio Thomazella","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056246998","display_name":"Jos\u00e9 Eduardo Cogo Castanho","orcid":"https://orcid.org/0000-0003-1762-7478"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Eduardo Cogo Castanho","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085056962","display_name":"F\u00e1bio Romano Lofrano Dotto","orcid":"https://orcid.org/0000-0002-4892-0450"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F\u00e1bio Romano Lofrano Dotto","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064743577","display_name":"Oswaldo Pons Rodrigues J\u00fanior","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oswaldo Pons Rodrigues J\u00fanior","raw_affiliation_strings":["Corumb\u00e1 Concess\u00f5es S.A, Bras\u00edlia, 71200-030, Brazil"],"affiliations":[{"raw_affiliation_string":"Corumb\u00e1 Concess\u00f5es S.A, Bras\u00edlia, 71200-030, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021585095","display_name":"Aparecido Nilceu Marana","orcid":"https://orcid.org/0000-0003-4861-7061"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aparecido Nilceu Marana","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Paulo Papa","raw_affiliation_strings":["S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil"],"affiliations":[{"raw_affiliation_string":"S\u00e3o Paulo State University - UNESP, Bauru 17033-360, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5089740394"],"corresponding_institution_ids":["https://openalex.org/I187420256"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":0.9538,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76118912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"128","issue":null,"first_page":"16","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.921500027179718,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9207000136375427,"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/computer-science","display_name":"Computer science","score":0.7558406591415405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7286064624786377},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6976491212844849},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.6814115047454834},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6433533430099487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6148771643638611},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5632585287094116},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5495176315307617},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5174906253814697},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45962798595428467},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.44318336248397827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7558406591415405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7286064624786377},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6976491212844849},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.6814115047454834},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6433533430099487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6148771643638611},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5632585287094116},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5495176315307617},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5174906253814697},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45962798595428467},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.44318336248397827}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.patrec.2019.08.012","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patrec.2019.08.012","pdf_url":null,"source":{"id":"https://openalex.org/S151820558","display_name":"Pattern Recognition Letters","issn_l":"0167-8655","issn":["0167-8655","1872-7344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Pattern Recognition Letters","raw_type":"journal-article"},{"id":"pmh:oai:americanae.aecid.es:2042336","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/190583","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:repositorio.unesp.br:11449/190583","is_oa":true,"landing_page_url":"http://doi.org/10.1016/j.patrec.2019.08.012","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UNESP","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:americanae.aecid.es:2042336","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/190583","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1577364251","display_name":null,"funder_award_id":"307066/2017-7","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4312984384","display_name":null,"funder_award_id":"2014/12236-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5990746028","display_name":null,"funder_award_id":"2013/07375-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6361694070","display_name":null,"funder_award_id":"2015/25739-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G7488506549","display_name":null,"funder_award_id":"2016/19403-6","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8178158659","display_name":null,"funder_award_id":"427968/2018-6","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W336063547","https://openalex.org/W1508301986","https://openalex.org/W1594145284","https://openalex.org/W1596981350","https://openalex.org/W1630959083","https://openalex.org/W1969684918","https://openalex.org/W2009571639","https://openalex.org/W2016944307","https://openalex.org/W2030670342","https://openalex.org/W2035503598","https://openalex.org/W2042184006","https://openalex.org/W2047822984","https://openalex.org/W2048679005","https://openalex.org/W2070353586","https://openalex.org/W2079057609","https://openalex.org/W2096411924","https://openalex.org/W2097117768","https://openalex.org/W2102524069","https://openalex.org/W2104290444","https://openalex.org/W2107008379","https://openalex.org/W2110798204","https://openalex.org/W2115284428","https://openalex.org/W2117156317","https://openalex.org/W2125927971","https://openalex.org/W2136922672","https://openalex.org/W2145094598","https://openalex.org/W2153635508","https://openalex.org/W2154605641","https://openalex.org/W2159291644","https://openalex.org/W2162262658","https://openalex.org/W2163922914","https://openalex.org/W2164780532","https://openalex.org/W2205224283","https://openalex.org/W2398616336","https://openalex.org/W2512089339","https://openalex.org/W2559655401","https://openalex.org/W2563489878","https://openalex.org/W2759213214","https://openalex.org/W2768975974","https://openalex.org/W2811215564","https://openalex.org/W2901126511","https://openalex.org/W2911880109","https://openalex.org/W2913045451","https://openalex.org/W2913668833","https://openalex.org/W2914782308","https://openalex.org/W2952229419","https://openalex.org/W2997574889","https://openalex.org/W2997701990","https://openalex.org/W3118608800","https://openalex.org/W4233976623","https://openalex.org/W4244052534","https://openalex.org/W4246765470","https://openalex.org/W4248916828","https://openalex.org/W4249914127","https://openalex.org/W4250320908","https://openalex.org/W4301661978","https://openalex.org/W4365806309","https://openalex.org/W4401213122","https://openalex.org/W6623329352","https://openalex.org/W6630267705","https://openalex.org/W6635176190","https://openalex.org/W6642602648","https://openalex.org/W6652860762","https://openalex.org/W6659508690","https://openalex.org/W6662528715","https://openalex.org/W6670404919","https://openalex.org/W6674914833","https://openalex.org/W6675528751","https://openalex.org/W6675747103","https://openalex.org/W6676132248","https://openalex.org/W6676481782","https://openalex.org/W6677620463","https://openalex.org/W6678905642","https://openalex.org/W6681096077","https://openalex.org/W6682802877","https://openalex.org/W6683327208","https://openalex.org/W6684309167","https://openalex.org/W6745855775","https://openalex.org/W6755943755","https://openalex.org/W6787972765"],"related_works":["https://openalex.org/W4312414840","https://openalex.org/W2794908468","https://openalex.org/W4206276646","https://openalex.org/W2943467239","https://openalex.org/W1571801203","https://openalex.org/W101422005","https://openalex.org/W192740413","https://openalex.org/W3004135598","https://openalex.org/W2952937263","https://openalex.org/W2131153761"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}