{"id":"https://openalex.org/W2090464137","doi":"https://doi.org/10.1007/s00521-012-0830-8","title":"CARTMAP: a neural network method for automated feature selection in financial time series forecasting","display_name":"CARTMAP: a neural network method for automated feature selection in financial time series forecasting","publication_year":2012,"publication_date":"2012-01-15","ids":{"openalex":"https://openalex.org/W2090464137","doi":"https://doi.org/10.1007/s00521-012-0830-8","mag":"2090464137"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-0830-8","doi":"https://doi.org/10.1007/s00521-012-0830-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-0830-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5055774619","display_name":"Charles Wong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Charles Wong","raw_affiliation_strings":["Department of Cognitive and Neural Systems, Boston University, 677 Beacon Street, Boston, MA, 02215, USA","Department of Cognitive and Neural Systems, Boston University, Boston, USA","Boston University, Department of Cognitive and Neural Systems, 677 Beacon Street, 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cognitive and Neural Systems, Boston University, 677 Beacon Street, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Cognitive and Neural Systems, Boston University, Boston, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Cognitive and Neural Systems, 677 Beacon Street, 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081038130","display_name":"Massimiliano Versace A","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Massimiliano Versace","raw_affiliation_strings":["Department of Cognitive and Neural Systems, Boston University, 677 Beacon Street, Boston, MA, 02215, USA","Department of Cognitive and Neural Systems, Boston University, Boston, USA","Boston University, Department of Cognitive and Neural Systems, 677 Beacon Street, 02215, Boston, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cognitive and Neural Systems, Boston University, 677 Beacon Street, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Cognitive and Neural Systems, Boston University, Boston, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Boston University, Department of Cognitive and Neural Systems, 677 Beacon Street, 02215, Boston, MA, USA#TAB#","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055774619","https://openalex.org/A5081038130"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":5.6943,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.95758512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"21","issue":"5","first_page":"969","last_page":"977"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9961000084877014,"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":0.9961000084877014,"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/T10320","display_name":"Neural Networks and Applications","score":0.003000000026077032,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0005000000237487257,"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/feature-selection","display_name":"feature selection","score":0.8050000071525574},{"id":"https://openalex.org/keywords/financial-time-series-forecasting","display_name":"financial time series forecasting","score":0.8740000128746033},{"id":"https://openalex.org/keywords/adaptive-resonance-theory","display_name":"adaptive resonance theory","score":0.8270000219345093},{"id":"https://openalex.org/keywords/artmap","display_name":"ARTMAP","score":0.9010000228881836},{"id":"https://openalex.org/keywords/model-transparency","display_name":"model transparency","score":0.6489999890327454},{"id":"https://openalex.org/keywords/dow-jones-industrial-average","display_name":"Dow Jones Industrial Average","score":0.8360000252723694},{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.49300000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389289140701294},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7349158525466919},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7329769134521484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6584018468856812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5941352844238281},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5426478981971741},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4796072244644165},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.47887036204338074},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4637644290924072},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.44748103618621826},{"id":"https://openalex.org/C115755159","wikidata":"https://www.wikidata.org/wiki/Q352487","display_name":"Adaptive resonance theory","level":3,"score":0.410224586725235},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3334498405456543},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33161336183547974},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08474463224411011},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-0830-8","doi":"https://doi.org/10.1007/s00521-012-0830-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-0830-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310875","display_name":"Center of Excellence for Learning in Education, Science and Technology","ror":"https://ror.org/05qwgg493"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W79709091","https://openalex.org/W95198679","https://openalex.org/W579662085","https://openalex.org/W1508947067","https://openalex.org/W1560305758","https://openalex.org/W1571851576","https://openalex.org/W1663973292","https://openalex.org/W1763284903","https://openalex.org/W1898724844","https://openalex.org/W1911287656","https://openalex.org/W1983244368","https://openalex.org/W1986771495","https://openalex.org/W1987042009","https://openalex.org/W1989285461","https://openalex.org/W2005452036","https://openalex.org/W2009086942","https://openalex.org/W2012611887","https://openalex.org/W2013704165","https://openalex.org/W2015857587","https://openalex.org/W2028465564","https://openalex.org/W2029056003","https://openalex.org/W2029803196","https://openalex.org/W2034350518","https://openalex.org/W2037064517","https://openalex.org/W2041617740","https://openalex.org/W2044503966","https://openalex.org/W2045845272","https://openalex.org/W2063430821","https://openalex.org/W2073912178","https://openalex.org/W2080265874","https://openalex.org/W2083148578","https://openalex.org/W2083164987","https://openalex.org/W2085573882","https://openalex.org/W2093829413","https://openalex.org/W2101465260","https://openalex.org/W2103739377","https://openalex.org/W2109181216","https://openalex.org/W2110237869","https://openalex.org/W2120911092","https://openalex.org/W2122590186","https://openalex.org/W2129508539","https://openalex.org/W2131773668","https://openalex.org/W2142830469","https://openalex.org/W2144219012","https://openalex.org/W2148999633","https://openalex.org/W2151179877","https://openalex.org/W2153580489","https://openalex.org/W2154440205","https://openalex.org/W2156061353","https://openalex.org/W2161010501","https://openalex.org/W2321687906","https://openalex.org/W2481035499","https://openalex.org/W2771896854","https://openalex.org/W2799061466","https://openalex.org/W2966207845","https://openalex.org/W3122734808","https://openalex.org/W3146166473","https://openalex.org/W4230626546","https://openalex.org/W4230946174","https://openalex.org/W4239488419","https://openalex.org/W4241115065"],"related_works":["https://openalex.org/W4403173924","https://openalex.org/W2995639583","https://openalex.org/W1493314204","https://openalex.org/W7018289720","https://openalex.org/W3201019863","https://openalex.org/W7213948046","https://openalex.org/W2357477633","https://openalex.org/W7166859396","https://openalex.org/W1504903916","https://openalex.org/W1641999427"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}