{"id":"https://openalex.org/W2001751530","doi":"https://doi.org/10.1016/s0167-9236(01)00121-x","title":"Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: a case study in romantic decision support","display_name":"Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: a case study in romantic decision support","publication_year":2002,"publication_date":"2002-03-01","ids":{"openalex":"https://openalex.org/W2001751530","doi":"https://doi.org/10.1016/s0167-9236(01)00121-x","mag":"2001751530"},"language":"en","primary_location":{"id":"doi:10.1016/s0167-9236(01)00121-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0167-9236(01)00121-x","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"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":"Decision Support Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/facultybib2000/3312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006714450","display_name":"William Leigh","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"William Leigh","raw_affiliation_strings":["Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816 1400, USA","Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816-1400, USA"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816 1400, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816-1400, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018829351","display_name":"Russell L. Purvis","orcid":"https://orcid.org/0000-0003-0746-1849"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell Purvis","raw_affiliation_strings":["Clemson University, Clemson, SC, USA","Clemson University, Clemson, SC, USA,"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, SC, USA","institution_ids":["https://openalex.org/I8078737"]},{"raw_affiliation_string":"Clemson University, Clemson, SC, USA,","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004797067","display_name":"James M. Ragusa","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James M. Ragusa","raw_affiliation_strings":["Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816 1400, USA","Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816-1400, USA"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816 1400, USA","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Management Information Systems, College of Business, University of Central Florida, Orlando, FL 32816-1400, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006714450"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":3280,"currency":"USD","value_usd":3280},"apc_paid":null,"fwci":7.4144,"has_fulltext":false,"cited_by_count":276,"citation_normalized_percentile":{"value":0.97228545,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"32","issue":"4","first_page":"361","last_page":"377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9997000098228455,"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":0.9997000098228455,"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":0.994700014591217,"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":0.994700014591217,"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/computer-science","display_name":"Computer science","score":0.676220178604126},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6487860679626465},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.625171959400177},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6058480143547058},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5712165832519531},{"id":"https://openalex.org/keywords/technical-analysis","display_name":"Technical analysis","score":0.5378685593605042},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.4907563626766205},{"id":"https://openalex.org/keywords/earnings","display_name":"Earnings","score":0.46220800280570984},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.44290733337402344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4210337996482849},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4159315228462219},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41115450859069824},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.26080477237701416},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.1476093828678131},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.12597084045410156},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11390230059623718},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1078769862651825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676220178604126},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6487860679626465},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.625171959400177},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6058480143547058},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5712165832519531},{"id":"https://openalex.org/C117245426","wikidata":"https://www.wikidata.org/wiki/Q235038","display_name":"Technical analysis","level":2,"score":0.5378685593605042},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4907563626766205},{"id":"https://openalex.org/C2781426361","wikidata":"https://www.wikidata.org/wiki/Q5326940","display_name":"Earnings","level":2,"score":0.46220800280570984},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.44290733337402344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4210337996482849},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4159315228462219},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41115450859069824},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.26080477237701416},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.1476093828678131},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.12597084045410156},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11390230059623718},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1078769862651825},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/s0167-9236(01)00121-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0167-9236(01)00121-x","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"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":"Decision Support Systems","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:facultybib2000-4311","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2000/3312","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2000s","raw_type":"text"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-3618","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/2619","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:facultybib2000-4311","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/facultybib2000/3312","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Bibliography 2000s","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W78978694","https://openalex.org/W160021815","https://openalex.org/W645857756","https://openalex.org/W1498436455","https://openalex.org/W1515719066","https://openalex.org/W1519102468","https://openalex.org/W1534477342","https://openalex.org/W1556645910","https://openalex.org/W1556826156","https://openalex.org/W1568408271","https://openalex.org/W1573118781","https://openalex.org/W1581560129","https://openalex.org/W1586335931","https://openalex.org/W1589922412","https://openalex.org/W1592371891","https://openalex.org/W1594689798","https://openalex.org/W1909227410","https://openalex.org/W1974578172","https://openalex.org/W1977627101","https://openalex.org/W1978463863","https://openalex.org/W1980003240","https://openalex.org/W1981037543","https://openalex.org/W1985501056","https://openalex.org/W1990667469","https://openalex.org/W1995462114","https://openalex.org/W1998075225","https://openalex.org/W2004162112","https://openalex.org/W2004338242","https://openalex.org/W2007219087","https://openalex.org/W2018774760","https://openalex.org/W2019651770","https://openalex.org/W2022994864","https://openalex.org/W2033626294","https://openalex.org/W2047397429","https://openalex.org/W2054804336","https://openalex.org/W2056830701","https://openalex.org/W2061137367","https://openalex.org/W2066431932","https://openalex.org/W2072664345","https://openalex.org/W2088368893","https://openalex.org/W2093799708","https://openalex.org/W2094835679","https://openalex.org/W2101761628","https://openalex.org/W2105729857","https://openalex.org/W2110450942","https://openalex.org/W2110485445","https://openalex.org/W2116988722","https://openalex.org/W2137983211","https://openalex.org/W2138151720","https://openalex.org/W2142256019","https://openalex.org/W2152761983","https://openalex.org/W2158663270","https://openalex.org/W2327351176","https://openalex.org/W3017143921","https://openalex.org/W3022302007","https://openalex.org/W3122719819","https://openalex.org/W3122727604","https://openalex.org/W3125754252","https://openalex.org/W3146803896","https://openalex.org/W3151666377","https://openalex.org/W3210460373","https://openalex.org/W4239934782","https://openalex.org/W4285719527","https://openalex.org/W6630796126","https://openalex.org/W6633557221","https://openalex.org/W6633942325"],"related_works":["https://openalex.org/W2351217280","https://openalex.org/W2086836292","https://openalex.org/W2354083748","https://openalex.org/W2357949222","https://openalex.org/W2338005294","https://openalex.org/W2104192539","https://openalex.org/W2954733677","https://openalex.org/W2033865166","https://openalex.org/W3109225388","https://openalex.org/W2367704835"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":18}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
