{"id":"https://openalex.org/W4281642792","doi":"https://doi.org/10.3390/info13060283","title":"A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification","display_name":"A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification","publication_year":2022,"publication_date":"2022-06-01","ids":{"openalex":"https://openalex.org/W4281642792","doi":"https://doi.org/10.3390/info13060283"},"language":"en","primary_location":{"id":"doi:10.3390/info13060283","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13060283","pdf_url":"https://www.mdpi.com/2078-2489/13/6/283/pdf?version=1654075952","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/6/283/pdf?version=1654075952","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100635023","display_name":"Carlos Gon\u00e7alves","orcid":"https://orcid.org/0000-0001-8107-8747"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]},{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["ES","PT"],"is_corresponding":false,"raw_author_name":"Carlos Adriano Gon\u00e7alves","raw_affiliation_strings":["CEOS.PP\u2014Instituto Superior de Contabilidade e Administracao do Porto ISCAP, Polytechnique of Porto, Rua Jaime Lopes Amorim, s/n, S. Mamede de Infesta, 4465-004 Porto, Portugal","CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","Computer Science Department, University of Vigo, 36310 Vigo, Spain","LIACC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8107-8747","affiliations":[{"raw_affiliation_string":"CEOS.PP\u2014Instituto Superior de Contabilidade e Administracao do Porto ISCAP, Polytechnique of Porto, Rua Jaime Lopes Amorim, s/n, S. Mamede de Infesta, 4465-004 Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Department, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"LIACC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040168075","display_name":"Adri\u00e1n Seara Vieira","orcid":"https://orcid.org/0000-0002-0099-3546"},"institutions":[{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adri\u00e1n Seara Vieira","raw_affiliation_strings":["CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","Computer Science Department, University of Vigo, 36310 Vigo, Spain","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Department, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028909508","display_name":"C\u00e9lia Talma Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-3861-0854"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]},{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["ES","PT"],"is_corresponding":false,"raw_author_name":"C\u00e9lia Talma Gon\u00e7alves","raw_affiliation_strings":["CEOS.PP\u2014Instituto Superior de Contabilidade e Administracao do Porto ISCAP, Polytechnique of Porto, Rua Jaime Lopes Amorim, s/n, S. Mamede de Infesta, 4465-004 Porto, Portugal","CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","Computer Science Department, University of Vigo, 36310 Vigo, Spain","LIACC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEOS.PP\u2014Instituto Superior de Contabilidade e Administracao do Porto ISCAP, Polytechnique of Porto, Rua Jaime Lopes Amorim, s/n, S. Mamede de Infesta, 4465-004 Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Department, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"LIACC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054960351","display_name":"Rui Camacho","orcid":"https://orcid.org/0000-0003-0940-3554"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Camacho","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal","LIAAD-INESC TEC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-0940-3554","affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"LIAAD-INESC TEC, Campus da FEUP, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034116654","display_name":"Eva Iglesias","orcid":"https://orcid.org/0000-0002-7172-6947"},"institutions":[{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Eva Lorenzo Iglesias","raw_affiliation_strings":["CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","Computer Science Department, University of Vigo, 36310 Vigo, Spain","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7172-6947","affiliations":[{"raw_affiliation_string":"CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Department, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064440046","display_name":"L. Borrajo","orcid":"https://orcid.org/0000-0002-6089-6166"},"institutions":[{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lourdes Borrajo Diz","raw_affiliation_strings":["CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","Computer Science Department, University of Vigo, 36310 Vigo, Spain","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6089-6166","affiliations":[{"raw_affiliation_string":"CINBIO\u2014Biomedical Research Centre, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"Computer Science Department, University of Vigo, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur) SERGAS-UVIGO, 36310 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034116654"],"corresponding_institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352","https://openalex.org/I6289922"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.9216,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71867882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":"6","first_page":"283","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9923999905586243,"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":0.9811000227928162,"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":0.7838584184646606},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6788313388824463},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6415987014770508},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6309929490089417},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6258584260940552},{"id":"https://openalex.org/keywords/stacking","display_name":"Stacking","score":0.6128003597259521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5870791673660278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5342575311660767},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40253615379333496},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34687161445617676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838584184646606},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6788313388824463},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6415987014770508},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6309929490089417},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6258584260940552},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.6128003597259521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5870791673660278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5342575311660767},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40253615379333496},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34687161445617676},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/info13060283","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13060283","pdf_url":"https://www.mdpi.com/2078-2489/13/6/283/pdf?version=1654075952","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bdf665acac4d490d8969c679f1d0babc","is_oa":false,"landing_page_url":"https://doaj.org/article/bdf665acac4d490d8969c679f1d0babc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 6, p 283 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/6/283/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13060283","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 13; Issue 6; Pages: 283","raw_type":"Text"},{"id":"pmh:oai:recipp.ipp.pt:10400.22/21907","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/21907","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":null,"raw_type":"journal article"},{"id":"pmh:oai:www.investigo.biblioteca.uvigo.es:11093/3636","is_oa":true,"landing_page_url":"https://www.mdpi.com/2078-2489/13/6/283","pdf_url":null,"source":{"id":"https://openalex.org/S4377196408","display_name":"Investigo Institutional repository of UVigo (Universidade de Vigo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I6289922","host_organization_name":"Universidade de Vigo","host_organization_lineage":["https://openalex.org/I6289922"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info13060283","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13060283","pdf_url":"https://www.mdpi.com/2078-2489/13/6/283/pdf?version=1654075952","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.75}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2713276326","display_name":null,"funder_award_id":"by MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281642792.pdf","grobid_xml":"https://content.openalex.org/works/W4281642792.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W159119308","https://openalex.org/W1444168786","https://openalex.org/W1519451279","https://openalex.org/W1582394872","https://openalex.org/W2053154970","https://openalex.org/W2071664212","https://openalex.org/W2118514362","https://openalex.org/W2151802193","https://openalex.org/W2165980810","https://openalex.org/W2169918010","https://openalex.org/W2508644642","https://openalex.org/W2549133303","https://openalex.org/W2586259647","https://openalex.org/W2765230748","https://openalex.org/W2789758093","https://openalex.org/W2806421575","https://openalex.org/W3030799310","https://openalex.org/W3087895544","https://openalex.org/W3136736537","https://openalex.org/W3170302026","https://openalex.org/W3198946509","https://openalex.org/W4235505822","https://openalex.org/W4248018214","https://openalex.org/W6628505203","https://openalex.org/W6676223633","https://openalex.org/W6778732756"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W2035329725","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312"],"abstract_inverted_index":{"Multi-view":[0],"ensemble":[1],"learning":[2,45],"exploits":[3],"the":[4,23,27,41,51,57,66,73,88,92,102,112],"information":[5],"of":[6,50,94,104],"data":[7],"views.":[8],"To":[9],"test":[10],"its":[11],"efficiency":[12],"for":[13,111],"full":[14,81,98],"text":[15,82,105,114,127],"classification,":[16,106],"a":[17,36,69,108],"technique":[18],"has":[19],"been":[20],"implemented":[21],"where":[22],"views":[24],"correspond":[25],"to":[26,87,97,121],"document":[28],"sections.":[29],"For":[30],"classification":[31],"and":[32,68,137],"prediction,":[33],"we":[34],"use":[35],"stacking":[37,58],"generalization":[38],"based":[39],"on":[40],"idea":[42],"that":[43,91,123],"different":[44],"algorithms":[46,64],"provide":[47],"complementary":[48],"explanations":[49],"data.":[52],"The":[53],"present":[54],"study":[55],"implements":[56],"approach":[59],"using":[60,134],"support":[61],"vector":[62],"machine":[63],"as":[65,72],"baseline":[67],"C4.5":[70],"implementation":[71],"meta-learner.":[74],"Views":[75],"are":[76,131],"created":[77],"with":[78,126],"OHSUMED":[79],"biomedical":[80,113],"documents.":[83],"Experimental":[84],"results":[85],"lead":[86],"sustained":[89],"conclusion":[90],"application":[93],"multi-view":[95],"techniques":[96],"texts":[99],"significantly":[100],"improves":[101],"task":[103],"providing":[107],"significant":[109],"contribution":[110],"mining":[115],"research.":[116],"We":[117],"also":[118],"have":[119],"evidence":[120],"conclude":[122],"enriched":[124],"datasets":[125],"from":[128],"certain":[129],"sections":[130],"better":[132],"than":[133],"only":[135],"titles":[136],"abstracts.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
