{"id":"https://openalex.org/W2606891608","doi":"https://doi.org/10.1080/03081079.2017.1312359","title":"Extraction of decision rules via imprecise probabilities","display_name":"Extraction of decision rules via imprecise probabilities","publication_year":2017,"publication_date":"2017-04-10","ids":{"openalex":"https://openalex.org/W2606891608","doi":"https://doi.org/10.1080/03081079.2017.1312359","mag":"2606891608"},"language":"en","primary_location":{"id":"doi:10.1080/03081079.2017.1312359","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2017.1312359","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/149156","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071123706","display_name":"Joaqu\u00edn Abell\u00e1n","orcid":"https://orcid.org/0000-0001-9018-5165"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Joaqu\u00edn Abell\u00e1n","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071560779","display_name":"Griselda L\u00f3pez","orcid":"https://orcid.org/0000-0001-9012-0599"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Griselda L\u00f3pez","raw_affiliation_strings":["Department of Transport, Infraestructure and Engineering, University of Valencia, Universidad Polit\u00e9cnica de Valencia, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Transport, Infraestructure and Engineering, University of Valencia, Universidad Polit\u00e9cnica de Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110215443","display_name":"Laura Garach","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura Garach","raw_affiliation_strings":["Department of Civil Engineering, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029908537","display_name":"Javier G. Castellano","orcid":"https://orcid.org/0000-0001-8257-8196"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier G. Castellano","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071123706"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.2271,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.525243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"46","issue":"4","first_page":"313","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6403716802597046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.621324360370636},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5787549018859863},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.54218989610672},{"id":"https://openalex.org/keywords/accident","display_name":"Accident (philosophy)","score":0.43900689482688904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4251963496208191},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3866910934448242},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32168012857437134},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2624543309211731}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6403716802597046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621324360370636},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5787549018859863},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.54218989610672},{"id":"https://openalex.org/C2780289543","wikidata":"https://www.wikidata.org/wiki/Q424630","display_name":"Accident (philosophy)","level":2,"score":0.43900689482688904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4251963496208191},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3866910934448242},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32168012857437134},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2624543309211731},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/03081079.2017.1312359","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2017.1312359","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/149156","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/149156","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/149156","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/149156","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.75}],"awards":[{"id":"https://openalex.org/G6960972207","display_name":null,"funder_award_id":"TEC2015-69496-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"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":49,"referenced_works":["https://openalex.org/W350058866","https://openalex.org/W1481142035","https://openalex.org/W1494902407","https://openalex.org/W1504694836","https://openalex.org/W1572778877","https://openalex.org/W1594031697","https://openalex.org/W1965728860","https://openalex.org/W1968293352","https://openalex.org/W1970559658","https://openalex.org/W1973148682","https://openalex.org/W1979874437","https://openalex.org/W1980686493","https://openalex.org/W1983792771","https://openalex.org/W1985853907","https://openalex.org/W1991391573","https://openalex.org/W1998443375","https://openalex.org/W2012097495","https://openalex.org/W2013845817","https://openalex.org/W2028104004","https://openalex.org/W2047112851","https://openalex.org/W2049886280","https://openalex.org/W2051855544","https://openalex.org/W2061649716","https://openalex.org/W2061855265","https://openalex.org/W2065849214","https://openalex.org/W2077041921","https://openalex.org/W2083444569","https://openalex.org/W2086927126","https://openalex.org/W2090563475","https://openalex.org/W2119703345","https://openalex.org/W2123504579","https://openalex.org/W2125045459","https://openalex.org/W2136625176","https://openalex.org/W2139360011","https://openalex.org/W2143074819","https://openalex.org/W2149706766","https://openalex.org/W2154338158","https://openalex.org/W2155213007","https://openalex.org/W2159123127","https://openalex.org/W2166559705","https://openalex.org/W2292192410","https://openalex.org/W2336511584","https://openalex.org/W2513292684","https://openalex.org/W3085162807","https://openalex.org/W4231700791","https://openalex.org/W4235234743","https://openalex.org/W4236137412","https://openalex.org/W4243502014","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2063879368","https://openalex.org/W2356682536","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W3036095178","https://openalex.org/W4366979180","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":{"Data":[0],"analysis":[1],"techniques":[2],"can":[3],"be":[4],"applied":[5],"to":[6,28,118,122],"discover":[7],"important":[8],"relations":[9],"among":[10],"features.":[11],"This":[12,77],"is":[13,108,136],"the":[14,18,41,70,74,80,106,123,140,144],"main":[15],"objective":[16],"of":[17,52,105,114,125,134],"Information":[19],"Root":[20],"Node":[21],"Variation":[22],"(IRNV)":[23],"technique,":[24],"a":[25,91,100,111,131],"new":[26,53],"method":[27,43,82,107],"extract":[29],"knowledge":[30],"from":[31,69],"data":[32,117],"via":[33],"decision":[34,37],"trees.":[35],"The":[36,50,103],"trees":[38],"used":[39],"by":[40],"original":[42],"were":[44],"built":[45],"using":[46,73,83,110,143],"classic":[47,75,145],"split":[48,54,65,86,146],"criteria.":[49,76,147],"performance":[51,71,104],"criteria":[55],"based":[56,89,98],"on":[57,90,99],"imprecise":[58],"probabilities":[59],"and":[60,95],"uncertainty":[61],"measures,":[62],"called":[63],"credal":[64,85],"criteria,":[66],"differs":[67],"significantly":[68,138],"obtained":[72,142],"paper":[78],"extends":[79],"IRNV":[81],"two":[84],"criteria:":[87],"one":[88,97],"mathematical":[92],"parametric":[93],"model,":[94],"other":[96],"non-parametric":[101],"model.":[102],"analyzed":[109],"case":[112],"study":[113],"traffic":[115],"accident":[116],"identify":[119],"patterns":[120],"related":[121],"severity":[124],"an":[126],"accident.":[127],"We":[128],"found":[129],"that":[130],"larger":[132],"number":[133],"rules":[135],"generated,":[137],"supplementing":[139],"information":[141]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}