{"id":"https://openalex.org/W4296700166","doi":"https://doi.org/10.1016/j.asoc.2022.109642","title":"Intelligent candlestick forecast system for financial time-series analysis using metaheuristics-optimized multi-output machine learning","display_name":"Intelligent candlestick forecast system for financial time-series analysis using metaheuristics-optimized multi-output machine learning","publication_year":2022,"publication_date":"2022-09-23","ids":{"openalex":"https://openalex.org/W4296700166","doi":"https://doi.org/10.1016/j.asoc.2022.109642"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2022.109642","doi":"https://doi.org/10.1016/j.asoc.2022.109642","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2022.109642","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"Applied Soft Computing","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/A5043651248","display_name":"Jui\u2010Sheng Chou","orcid":"https://orcid.org/0000-0002-8372-9934","observed_orcids":["https://orcid.org/0000-0002-8372-9934"]},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jui-Sheng Chou","raw_affiliation_strings":["National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006482018","display_name":"Ngoc\u2010Mai Nguyen","orcid":"https://orcid.org/0000-0002-0465-7021","observed_orcids":["https://orcid.org/0000-0002-0465-7021"]},"institutions":[{"id":"https://openalex.org/I143003336","display_name":"Minghsin University of Science and Technology","ror":"https://ror.org/054etzm63","country_code":"TW","type":"education","lineage":["https://openalex.org/I143003336"]},{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ngoc-Mai Nguyen","raw_affiliation_strings":["Minghsin University of Science and Technology, Hsinchu, Taiwan","National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Minghsin University of Science and Technology, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I143003336"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040673067","display_name":"Chih-Pin Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Pin Chang","raw_affiliation_strings":["National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043651248"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":{"value":3250,"currency":"USD","value_usd":3250},"apc_paid":null,"fwci":4.0997,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94601866,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"130","issue":null,"first_page":"109642","last_page":"109642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0,"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9890000224113464},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.7960000038146973},{"id":"https://openalex.org/keywords/teaching-learning-based-optimization","display_name":"teaching-learning-based optimization","score":0.9200000166893005},{"id":"https://openalex.org/keywords/symbiotic-organisms-search","display_name":"symbiotic organisms search","score":0.9900000095367432},{"id":"https://openalex.org/keywords/sliding-window","display_name":"sliding window","score":0.4259999990463257},{"id":"https://openalex.org/keywords/prediction-intervals","display_name":"prediction intervals","score":0.6290000081062317},{"id":"https://openalex.org/keywords/trend-forecasting","display_name":"trend forecasting","score":0.9259999990463257},{"id":"https://openalex.org/keywords/dollar-cost-averaging","display_name":"dollar-cost averaging","score":0.9020000100135803},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.7269999980926514},{"id":"https://openalex.org/keywords/taiwan-stock-market","display_name":"Taiwan stock market","score":0.8029999732971191},{"id":"https://openalex.org/keywords/exchange-traded-funds","display_name":"exchange-traded funds","score":0.9490000009536743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662665605545044},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6055375337600708},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4997594356536865},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.48950421810150146},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4324607849121094},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4119732677936554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3925473988056183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3518778681755066},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.30123698711395264},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2161296308040619},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2022.109642","doi":"https://doi.org/10.1016/j.asoc.2022.109642","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2022.109642","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1024511229","https://openalex.org/W1881670176","https://openalex.org/W1982147649","https://openalex.org/W1988748730","https://openalex.org/W1999284878","https://openalex.org/W2019044447","https://openalex.org/W2031034601","https://openalex.org/W2061209835","https://openalex.org/W2091638274","https://openalex.org/W2108591703","https://openalex.org/W2151554678","https://openalex.org/W2156909104","https://openalex.org/W2287814884","https://openalex.org/W2347175495","https://openalex.org/W2516768646","https://openalex.org/W2538830880","https://openalex.org/W2624385633","https://openalex.org/W2764249671","https://openalex.org/W2765776117","https://openalex.org/W2784381726","https://openalex.org/W2800569739","https://openalex.org/W2802800902","https://openalex.org/W2833425706","https://openalex.org/W2884322849","https://openalex.org/W2887213425","https://openalex.org/W2892260033","https://openalex.org/W2892341584","https://openalex.org/W2902408730","https://openalex.org/W2920837034","https://openalex.org/W2963751193","https://openalex.org/W2998186396","https://openalex.org/W3011016572","https://openalex.org/W3012705751","https://openalex.org/W3022139725","https://openalex.org/W3033899148","https://openalex.org/W3086222092","https://openalex.org/W3094796981","https://openalex.org/W3105037699","https://openalex.org/W3124778156","https://openalex.org/W3134611816","https://openalex.org/W3174514786","https://openalex.org/W3198357836","https://openalex.org/W3203708991","https://openalex.org/W4205201424","https://openalex.org/W4280516511","https://openalex.org/W4281482929","https://openalex.org/W4281490929","https://openalex.org/W4382288775"],"related_works":["https://openalex.org/W4388824121","https://openalex.org/W4389451201","https://openalex.org/W6922748902","https://openalex.org/W246897730","https://openalex.org/W7218162724","https://openalex.org/W2762976654","https://openalex.org/W2946545439","https://openalex.org/W7100311244","https://openalex.org/W2784381726","https://openalex.org/W7096119852"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-09-23T00:00:00"}