{"id":"https://openalex.org/W2626888769","doi":"https://doi.org/10.1007/978-3-540-45224-9_147","title":"Utilization of AI & GAs to Improve the Traditional Technical Analysis in the Financial Markets","display_name":"Utilization of AI & GAs to Improve the Traditional Technical Analysis in the Financial Markets","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2626888769","doi":"https://doi.org/10.1007/978-3-540-45224-9_147","mag":"2626888769"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-45224-9_147","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45224-9_147","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5113967419","display_name":"Norio Baba","orcid":null},"institutions":[{"id":"https://openalex.org/I141479679","display_name":"Osaka Kyoiku University","ror":"https://ror.org/051j8zv27","country_code":"JP","type":"education","lineage":["https://openalex.org/I141479679"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Norio Baba","raw_affiliation_strings":["Information Science, Osaka Kyoiku University, 582-8582, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, Osaka Kyoiku University, 582-8582, Japan","institution_ids":["https://openalex.org/I141479679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042899463","display_name":"Yaai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I141479679","display_name":"Osaka Kyoiku University","ror":"https://ror.org/051j8zv27","country_code":"JP","type":"education","lineage":["https://openalex.org/I141479679"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Yaai Wang","raw_affiliation_strings":["Information Science, Osaka Kyoiku University, On one year and half leave from Control Engineering, Harbin Institute of Technology, 150001, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, Osaka Kyoiku University, On one year and half leave from Control Engineering, Harbin Institute of Technology, 150001, P.R.China","institution_ids":["https://openalex.org/I141479679","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031097837","display_name":"Tomoko Kawachi","orcid":null},"institutions":[{"id":"https://openalex.org/I141479679","display_name":"Osaka Kyoiku University","ror":"https://ror.org/051j8zv27","country_code":"JP","type":"education","lineage":["https://openalex.org/I141479679"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoko Kawachi","raw_affiliation_strings":["Information Science, Osaka Kyoiku University, 582-8582, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, Osaka Kyoiku University, 582-8582, Japan","institution_ids":["https://openalex.org/I141479679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456680","display_name":"Lina Xu","orcid":"https://orcid.org/0000-0001-5503-4046"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Xu","raw_affiliation_strings":["Control Engineering, Harbin Institute of Technology, 150001, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Engineering, Harbin Institute of Technology, 150001, P.R.China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016643895","display_name":"Zhenglong Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenglong Deng","raw_affiliation_strings":["Control Engineering, Harbin Institute of Technology, 150001, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Engineering, Harbin Institute of Technology, 150001, P.R.China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1095","last_page":"1099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9939000010490417,"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":0.9939000010490417,"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":0.9897000193595886,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9595999717712402,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sma*","display_name":"SMA*","score":0.6242179274559021},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6024444699287415},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5364651679992676},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.511041522026062},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.49935007095336914},{"id":"https://openalex.org/keywords/moving-average","display_name":"Moving average","score":0.46291831135749817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42559126019477844},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4211251735687256},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.41743916273117065},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3266012668609619},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32319796085357666},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.312874972820282},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.28540992736816406},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2597189247608185},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20534101128578186},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12144836783409119},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10244369506835938},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09920302033424377},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.0634867250919342}],"concepts":[{"id":"https://openalex.org/C161921814","wikidata":"https://www.wikidata.org/wiki/Q493743","display_name":"SMA*","level":2,"score":0.6242179274559021},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6024444699287415},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5364651679992676},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.511041522026062},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.49935007095336914},{"id":"https://openalex.org/C175706884","wikidata":"https://www.wikidata.org/wiki/Q1130194","display_name":"Moving average","level":2,"score":0.46291831135749817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42559126019477844},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4211251735687256},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.41743916273117065},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3266012668609619},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32319796085357666},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.312874972820282},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.28540992736816406},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2597189247608185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20534101128578186},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12144836783409119},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10244369506835938},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09920302033424377},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0634867250919342},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-45224-9_147","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45224-9_147","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1490101707","https://openalex.org/W1504118426","https://openalex.org/W1831295956","https://openalex.org/W2029949252","https://openalex.org/W2035331087","https://openalex.org/W2039317118","https://openalex.org/W2110503982","https://openalex.org/W2111556359","https://openalex.org/W2115929981","https://openalex.org/W2152150600","https://openalex.org/W2154637546","https://openalex.org/W2159219354","https://openalex.org/W3151666377","https://openalex.org/W3207342693","https://openalex.org/W6676496625"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W1963569934","https://openalex.org/W2353627471","https://openalex.org/W3125839596","https://openalex.org/W3123865512","https://openalex.org/W2031104990","https://openalex.org/W1552949247","https://openalex.org/W1567992464","https://openalex.org/W54181938","https://openalex.org/W1565505975"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}