{"id":"https://openalex.org/W1537555172","doi":"https://doi.org/10.1007/978-3-540-70810-0_16","title":"Using Fuzzy Multi-attribute Data Mining in Stock Market Analysis for Supporting Investment Decisions","display_name":"Using Fuzzy Multi-attribute Data Mining in Stock Market Analysis for Supporting Investment Decisions","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1537555172","doi":"https://doi.org/10.1007/978-3-540-70810-0_16","mag":"1537555172"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-70810-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70810-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5046754385","display_name":"Francisco Araque","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":true,"raw_author_name":"Francisco Araque","raw_affiliation_strings":["Department of Software Engineering, University of Granada, \u00a0","[University of Granada]"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, \u00a0","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073657163","display_name":"Alberto Salguero","orcid":"https://orcid.org/0000-0001-9221-7351"},"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":"Alberto Salguero","raw_affiliation_strings":["Department of Software Engineering, University of Granada, \u00a0","[University of Granada]"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, \u00a0","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072650015","display_name":"R.A. Carrasco","orcid":"https://orcid.org/0000-0001-7365-349X"},"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":"Ramon Carrasco","raw_affiliation_strings":["Department of Software Engineering, University of Granada, \u00a0","[University of Granada]"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Granada, \u00a0","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"[University of Granada]","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009797333","display_name":"Luis Mart\u0131\u0301nez","orcid":"https://orcid.org/0000-0003-4245-8813"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Martinez","raw_affiliation_strings":["Department of Computer Science, University of Jaen, \u00a0","UNIVERSITY OF JA\u00c9N"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Jaen, \u00a0","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"UNIVERSITY OF JA\u00c9N","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046754385"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.0888204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9955999851226807,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.594679057598114},{"id":"https://openalex.org/keywords/investment-decisions","display_name":"Investment decisions","score":0.5411173701286316},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.526788055896759},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47113364934921265},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.4706023633480072},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.46699467301368713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45372629165649414},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4448626935482025},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44168829917907715},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44125068187713623},{"id":"https://openalex.org/keywords/investment-analysis","display_name":"Investment analysis","score":0.4105672538280487},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.387259840965271},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3642175495624542},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.24543383717536926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18879717588424683},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10416454076766968},{"id":"https://openalex.org/keywords/behavioral-economics","display_name":"Behavioral economics","score":0.06615331768989563},{"id":"https://openalex.org/keywords/financial-risk","display_name":"Financial risk","score":0.06374698877334595},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.059836626052856445}],"concepts":[{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.594679057598114},{"id":"https://openalex.org/C2778865806","wikidata":"https://www.wikidata.org/wiki/Q6060850","display_name":"Investment decisions","level":3,"score":0.5411173701286316},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.526788055896759},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47113364934921265},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.4706023633480072},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.46699467301368713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45372629165649414},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4448626935482025},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44168829917907715},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44125068187713623},{"id":"https://openalex.org/C2988666273","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Investment analysis","level":3,"score":0.4105672538280487},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.387259840965271},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3642175495624542},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.24543383717536926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18879717588424683},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10416454076766968},{"id":"https://openalex.org/C109574028","wikidata":"https://www.wikidata.org/wiki/Q647525","display_name":"Behavioral economics","level":2,"score":0.06615331768989563},{"id":"https://openalex.org/C76073288","wikidata":"https://www.wikidata.org/wiki/Q1337875","display_name":"Financial risk","level":2,"score":0.06374698877334595},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.059836626052856445},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-70810-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70810-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W33057019","https://openalex.org/W175898958","https://openalex.org/W1594511838","https://openalex.org/W1839867872","https://openalex.org/W1850613925","https://openalex.org/W1923878677","https://openalex.org/W1991924287","https://openalex.org/W1992205528","https://openalex.org/W2005346797","https://openalex.org/W2011366568","https://openalex.org/W2022218293","https://openalex.org/W2022954591","https://openalex.org/W2030949032","https://openalex.org/W2034382662","https://openalex.org/W2038051080","https://openalex.org/W2041210202","https://openalex.org/W2041668605","https://openalex.org/W2044673503","https://openalex.org/W2067103692","https://openalex.org/W2123963758","https://openalex.org/W2152468472","https://openalex.org/W2157041604","https://openalex.org/W2561675875","https://openalex.org/W2912565176","https://openalex.org/W2913793034","https://openalex.org/W4211007335","https://openalex.org/W4240278385"],"related_works":["https://openalex.org/W2790538353","https://openalex.org/W2592368695","https://openalex.org/W2621001669","https://openalex.org/W3124259912","https://openalex.org/W3125012294","https://openalex.org/W2370669686","https://openalex.org/W1537555172","https://openalex.org/W3124061882","https://openalex.org/W2499028699","https://openalex.org/W2077250956"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}