{"id":"https://openalex.org/W2403948484","doi":"https://doi.org/10.1007/978-3-319-25751-8_80","title":"A Feature Selection Approach for Evaluate the\u00a0Inference of GRNs Through Biological Data Integration - A Case Study on A. Thaliana","display_name":"A Feature Selection Approach for Evaluate the\u00a0Inference of GRNs Through Biological Data Integration - A Case Study on A. Thaliana","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2403948484","doi":"https://doi.org/10.1007/978-3-319-25751-8_80","mag":"2403948484"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-25751-8_80","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25751-8_80","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-25751-8_80.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-25751-8_80.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037419738","display_name":"F\u00e1bio Fernandes da Rocha Vicente","orcid":"https://orcid.org/0000-0001-7716-3260"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"F\u00e1bio F. R. Vicente","raw_affiliation_strings":["Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil","Institute of Mathematics and Statistics, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]},{"raw_affiliation_string":"Institute of Mathematics and Statistics, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012382336","display_name":"Euler Angelo de Menezes","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Euler Menezes","raw_affiliation_strings":["Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003218574","display_name":"Gabriel Rubino","orcid":null},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel Rubino","raw_affiliation_strings":["Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077862318","display_name":"Juliana de Oliveira","orcid":"https://orcid.org/0000-0001-8720-0897"},"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"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliana de Oliveira","raw_affiliation_strings":["Department of Biological Sciences Faculty of Sciences and Letters of Assis - FCLA, University of S\u00e3o Paulo State - UNESP, Av. Dom Antonio, 2100, Parque Universitrio 19806-900, Assis, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences Faculty of Sciences and Letters of Assis - FCLA, University of S\u00e3o Paulo State - UNESP, Av. Dom Antonio, 2100, Parque Universitrio 19806-900, Assis, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I879563668","https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077226712","display_name":"Fabr\u00edcio Martins Lopes","orcid":"https://orcid.org/0000-0002-8786-3313"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabr\u00edcio Martins Lopes","raw_affiliation_strings":["Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Technology, Corn\u00e9lio Proc\u00f3pio, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037419738"],"corresponding_institution_ids":["https://openalex.org/I1283613182","https://openalex.org/I17974374"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6193,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72251693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"667","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9988999962806702,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9988999962806702,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9968000054359436,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7518182992935181},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6456118822097778},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6298637390136719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5858274698257446},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.5746302008628845},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.555810809135437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4960266053676605},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.494886577129364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46864742040634155},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46368589997291565},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4484333395957947},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39848965406417847},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.15142574906349182},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08505749702453613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7518182992935181},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6456118822097778},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6298637390136719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5858274698257446},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.5746302008628845},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.555810809135437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4960266053676605},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.494886577129364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46864742040634155},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46368589997291565},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4484333395957947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39848965406417847},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.15142574906349182},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08505749702453613},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-25751-8_80","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25751-8_80","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-25751-8_80.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:repositorio.unesp.br:11449/173410","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/173410","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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-25751-8_80","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25751-8_80","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-25751-8_80.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1950316668","display_name":null,"funder_award_id":"CAPES","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/G3331681876","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4188536809","display_name":null,"funder_award_id":"2011/50","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/G4600047395","display_name":null,"funder_award_id":"FAPESP","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4811761058","display_name":null,"funder_award_id":"2011/50761-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4965097422","display_name":null,"funder_award_id":"11/50761-2","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/G5418576450","display_name":null,"funder_award_id":"2011/50761-2","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/G5593807651","display_name":null,"funder_award_id":"2011/50761-2","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"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/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"},{"id":"https://openalex.org/F4320322772","display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria","ror":"https://ror.org/02r7nkw81"},{"id":"https://openalex.org/F4320331167","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2403948484.pdf","grobid_xml":"https://content.openalex.org/works/W2403948484.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1730238578","https://openalex.org/W1776136473","https://openalex.org/W1967934074","https://openalex.org/W1981509058","https://openalex.org/W1991799786","https://openalex.org/W1991882465","https://openalex.org/W2010388718","https://openalex.org/W2011425267","https://openalex.org/W2012269240","https://openalex.org/W2014915963","https://openalex.org/W2020541351","https://openalex.org/W2045299822","https://openalex.org/W2066222445","https://openalex.org/W2088216962","https://openalex.org/W2100239923","https://openalex.org/W2103017472","https://openalex.org/W2106474670","https://openalex.org/W2113305236","https://openalex.org/W2118258530","https://openalex.org/W2119933870","https://openalex.org/W2133984660","https://openalex.org/W2135230723","https://openalex.org/W2148850447","https://openalex.org/W2159482845","https://openalex.org/W2160533336","https://openalex.org/W2162142896","https://openalex.org/W2163296115","https://openalex.org/W2163296727","https://openalex.org/W2229361469","https://openalex.org/W2611370172","https://openalex.org/W3099289621","https://openalex.org/W3104602066","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2307569040","https://openalex.org/W2366067673","https://openalex.org/W4308273529","https://openalex.org/W2060096282","https://openalex.org/W2131941936","https://openalex.org/W2541393756","https://openalex.org/W2385643360","https://openalex.org/W4375944314","https://openalex.org/W1906884313","https://openalex.org/W3120201329"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}