{"id":"https://openalex.org/W1599149709","doi":"https://doi.org/10.1007/978-3-642-04020-7_32","title":"Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting","display_name":"Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1599149709","doi":"https://doi.org/10.1007/978-3-642-04020-7_32","mag":"1599149709"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04020-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04020-7_32","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":"book-chapter","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/A5070519744","display_name":"Pei\u2010Chann Chang","orcid":"https://orcid.org/0000-0002-9900-3513"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Pei-Chann Chang","raw_affiliation_strings":["Department of Information Management, Yuan Ze University, Taoyuan, 32026, Taiwan","Department of Information Management, Yuan Ze University, Taoyuan, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University, Taoyuan, 32026, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Information Management, Yuan Ze University, Taoyuan, Taiwan#TAB#","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102136666","display_name":"Chi-Yang Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Yang Tsai","raw_affiliation_strings":["Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, 32026, Taiwan","Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, 32026, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059206552","display_name":"Chiung-Hua Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I14780663","display_name":"MingDao University","ror":"https://ror.org/01nrk6j30","country_code":"TW","type":"education","lineage":["https://openalex.org/I14780663"]},{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chiung-Hua Huang","raw_affiliation_strings":["Department of Business Innovation and Development, Ming Dao University, Changhua, 52345, Taiwan","Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, 32026, Taiwan","Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, Taiwan and Department of Business Innovation and Development, Ming Dao University, Changhua, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Business Innovation and Development, Ming Dao University, Changhua, 52345, Taiwan","institution_ids":["https://openalex.org/I14780663"]},{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, 32026, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Industrial Engineering and Management, Yuan Ze University, Taoyuan, Taiwan and Department of Business Innovation and Development, Ming Dao University, Changhua, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012408376","display_name":"Chin-Yuan Fan","orcid":"https://orcid.org/0000-0001-6478-9619"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yuan Fan","raw_affiliation_strings":["Department of Information Management, Yuan Ze University, Taoyuan, 32026, Taiwan","Department of Information Management, Yuan Ze University, Taoyuan, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Yuan Ze University, Taoyuan, 32026, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Information Management, Yuan Ze University, Taoyuan, Taiwan#TAB#","institution_ids":["https://openalex.org/I99908691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070519744"],"corresponding_institution_ids":["https://openalex.org/I99908691"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1939,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88564669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"294","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9868999719619751,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7924805283546448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.776964545249939},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7435569763183594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5205634236335754},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.45868587493896484},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4572567045688629},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4504842758178711},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4503142833709717},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.44410985708236694},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.42725738883018494},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.40159088373184204},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.33860448002815247},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06298401951789856}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7924805283546448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.776964545249939},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7435569763183594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5205634236335754},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.45868587493896484},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4572567045688629},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4504842758178711},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4503142833709717},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.44410985708236694},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.42725738883018494},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.40159088373184204},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.33860448002815247},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06298401951789856},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-04020-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04020-7_32","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":[{"score":0.6100000143051147,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1491302875","https://openalex.org/W1563088657","https://openalex.org/W1599836326","https://openalex.org/W1912074493","https://openalex.org/W1983220355","https://openalex.org/W2012079387","https://openalex.org/W2017128157","https://openalex.org/W2032170121","https://openalex.org/W2057674658","https://openalex.org/W2116152205","https://openalex.org/W2135021377","https://openalex.org/W2156909104","https://openalex.org/W2164568344","https://openalex.org/W2496227153"],"related_works":["https://openalex.org/W247222457","https://openalex.org/W1488120909","https://openalex.org/W3124131549","https://openalex.org/W3008476150","https://openalex.org/W2152348935","https://openalex.org/W2887069341","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W4240248738","https://openalex.org/W2093710055"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
