{"id":"https://openalex.org/W1730457940","doi":"https://doi.org/10.3233/his-2009-0098","title":"Portfolio construction using argumentation and hybrid evolutionary forecasting algorithms","display_name":"Portfolio construction using argumentation and hybrid evolutionary forecasting algorithms","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W1730457940","doi":"https://doi.org/10.3233/his-2009-0098","mag":"1730457940"},"language":"en","primary_location":{"id":"doi:10.3233/his-2009-0098","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-2009-0098","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","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/A5018092953","display_name":"Nikolaos I. Spanoudakis","orcid":"https://orcid.org/0000-0002-4957-9194"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Spanoudakis","raw_affiliation_strings":["Applied Mathematics and Computers Laboratory, Department of Sciences, Technical University of Crete, University Campus, 73100, Kounoupidiana, Greece","(Correspd. Tel.: +30 28210 37744; Fax: +30 28210 37842; E-mail: nikos@science.tuc.gr) Applied Mathematics and Computers Laboratory, Department of Sciences, Technical University of Crete, Universit ...#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics and Computers Laboratory, Department of Sciences, Technical University of Crete, University Campus, 73100, Kounoupidiana, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"(Correspd. Tel.: +30 28210 37744; Fax: +30 28210 37842; E-mail: nikos@science.tuc.gr) Applied Mathematics and Computers Laboratory, Department of Sciences, Technical University of Crete, Universit ...#TAB#","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025877413","display_name":"Konstantina Pendaraki","orcid":"https://orcid.org/0000-0001-9621-9311"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantina Pendaraki","raw_affiliation_strings":["Department of Business, Administration of Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, 30100 Agrinio, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business, Administration of Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, 30100 Agrinio, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064070003","display_name":"Grigorios N. Beligiannis","orcid":"https://orcid.org/0000-0002-6896-5218"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Grigorios Beligiannis","raw_affiliation_strings":["Department of Business, Administration of Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, 30100 Agrinio, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business, Administration of Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, 30100 Agrinio, Greece","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6658,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84365747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"6","issue":"4","first_page":"231","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9987000226974487,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9987000226974487,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.7781263589859009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7270393967628479},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5513177514076233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4875637888908386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4838079810142517},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09278854727745056},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.0898507833480835},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06698599457740784}],"concepts":[{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.7781263589859009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270393967628479},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5513177514076233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4875637888908386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4838079810142517},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09278854727745056},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0898507833480835},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06698599457740784},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/his-2009-0098","is_oa":false,"landing_page_url":"https://doi.org/10.3233/his-2009-0098","pdf_url":null,"source":{"id":"https://openalex.org/S50927259","display_name":"International Journal of Hybrid Intelligent Systems","issn_l":"1448-5869","issn":["1448-5869","1875-8819"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Hybrid Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W16594320","https://openalex.org/W121233403","https://openalex.org/W149661105","https://openalex.org/W634301067","https://openalex.org/W1488979642","https://openalex.org/W1580355372","https://openalex.org/W1965317505","https://openalex.org/W1988820683","https://openalex.org/W1991185192","https://openalex.org/W1991675125","https://openalex.org/W1999182244","https://openalex.org/W2010681793","https://openalex.org/W2018641581","https://openalex.org/W2029056003","https://openalex.org/W2038254485","https://openalex.org/W2062631526","https://openalex.org/W2063707594","https://openalex.org/W2070225810","https://openalex.org/W2080961381","https://openalex.org/W2087271001","https://openalex.org/W2097529207","https://openalex.org/W2105304410","https://openalex.org/W2115183519","https://openalex.org/W2142183404","https://openalex.org/W2154935799","https://openalex.org/W2164088260","https://openalex.org/W2171277043","https://openalex.org/W2305769589","https://openalex.org/W2795413297","https://openalex.org/W2798982815","https://openalex.org/W3123750849"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":{"In":[0],"the":[1],"current":[2],"contribution,":[3],"an":[4,20],"application":[5],"for":[6],"constructing":[7],"mutual":[8],"fund":[9],"portfolios":[10],"is":[11],"presented.":[12],"This":[13],"approach":[14],"comprises":[15],"several":[16],"Intelligent":[17],"Methods,":[18],"namely":[19],"argumentation":[21],"based":[22],"decision":[23],"making":[24],"framework":[25],"and":[26],"a":[27],"hybrid":[28],"evolutionary":[29],"forecasting":[30],"algor":[31]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
