{"id":"https://openalex.org/W2290783671","doi":"https://doi.org/10.1016/j.eswa.2015.12.046","title":"Instance selection for regression by discretization","display_name":"Instance selection for regression by discretization","publication_year":2016,"publication_date":"2016-01-28","ids":{"openalex":"https://openalex.org/W2290783671","doi":"https://doi.org/10.1016/j.eswa.2015.12.046","mag":"2290783671"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2015.12.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2015.12.046","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with 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/A5020290167","display_name":"\u00c1lvar Arnaiz\u2010Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-6965-0237"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvar Arnaiz-Gonz\u00e1lez","raw_affiliation_strings":["University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015719908","display_name":"Jos\u00e9-Francisco D\u00edez-Pastor","orcid":"https://orcid.org/0000-0001-5013-7505"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 F. D\u00edez-Pastor","raw_affiliation_strings":["University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639199","display_name":"Juan J. Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-3291-2739"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan J. Rodr\u00edguez","raw_affiliation_strings":["University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013580074","display_name":"C\u00e9sar Garc\u00eda\u2010Osorio","orcid":"https://orcid.org/0000-0002-1206-1084"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"C\u00e9sar Ignacio Garc\u00eda-Osorio","raw_affiliation_strings":["University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"University of Burgos, Civil Engineering, Escuela Polit\u00e9cnica Superior, Avda. Cantabria, s/n Burgos 09006, Province of Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013580074"],"corresponding_institution_ids":["https://openalex.org/I46176106"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":4.4344,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94872969,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"54","issue":null,"first_page":"340","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9997000098228455,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9833999872207642,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9563999772071838,"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":0.7809344530105591},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6275768280029297},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6036384105682373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5804667472839355},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5791182518005371},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.564441978931427},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5242528915405273},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5015823841094971},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4960802495479584},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46253326535224915},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4255931079387665},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.417539119720459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1654699444770813},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11121469736099243}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7809344530105591},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6275768280029297},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6036384105682373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5804667472839355},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5791182518005371},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.564441978931427},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5242528915405273},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5015823841094971},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4960802495479584},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46253326535224915},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4255931079387665},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.417539119720459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1654699444770813},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11121469736099243},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2015.12.046","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2015.12.046","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W8722571","https://openalex.org/W18130570","https://openalex.org/W23149702","https://openalex.org/W26996331","https://openalex.org/W104683279","https://openalex.org/W133412430","https://openalex.org/W1426199569","https://openalex.org/W1523590985","https://openalex.org/W1565746575","https://openalex.org/W1570448133","https://openalex.org/W1965551184","https://openalex.org/W1966745127","https://openalex.org/W1974160070","https://openalex.org/W1981813580","https://openalex.org/W1983901095","https://openalex.org/W1985975517","https://openalex.org/W1988950592","https://openalex.org/W1990165991","https://openalex.org/W1991862382","https://openalex.org/W1994410331","https://openalex.org/W2006348601","https://openalex.org/W2006783944","https://openalex.org/W2013840542","https://openalex.org/W2028933072","https://openalex.org/W2034841618","https://openalex.org/W2035244987","https://openalex.org/W2037851654","https://openalex.org/W2040118574","https://openalex.org/W2040775130","https://openalex.org/W2045519853","https://openalex.org/W2061267430","https://openalex.org/W2067264659","https://openalex.org/W2074590912","https://openalex.org/W2076877989","https://openalex.org/W2082453965","https://openalex.org/W2085989833","https://openalex.org/W2088487062","https://openalex.org/W2093620744","https://openalex.org/W2095497618","https://openalex.org/W2097757574","https://openalex.org/W2100683382","https://openalex.org/W2101465260","https://openalex.org/W2101756295","https://openalex.org/W2107686700","https://openalex.org/W2108332272","https://openalex.org/W2111438974","https://openalex.org/W2122496402","https://openalex.org/W2122702721","https://openalex.org/W2124281443","https://openalex.org/W2124491466","https://openalex.org/W2128140306","https://openalex.org/W2133990480","https://openalex.org/W2136870399","https://openalex.org/W2143043751","https://openalex.org/W2143515036","https://openalex.org/W2147169507","https://openalex.org/W2151537585","https://openalex.org/W2158724449","https://openalex.org/W2160053920","https://openalex.org/W2165409713","https://openalex.org/W2165466912","https://openalex.org/W2182722412","https://openalex.org/W2217263013","https://openalex.org/W2913491367","https://openalex.org/W2915643728","https://openalex.org/W2916837318","https://openalex.org/W4243744326","https://openalex.org/W4244238212","https://openalex.org/W4285719527","https://openalex.org/W4300397960","https://openalex.org/W4300815304","https://openalex.org/W4302226579","https://openalex.org/W4388543678","https://openalex.org/W6600762627","https://openalex.org/W6601079559","https://openalex.org/W6605387545","https://openalex.org/W6631307884","https://openalex.org/W6634094483","https://openalex.org/W6666817399","https://openalex.org/W6672390833","https://openalex.org/W6680565165","https://openalex.org/W6682122561"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889"],"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":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
