{"id":"https://openalex.org/W2900093790","doi":"https://doi.org/10.3390/info9110276","title":"Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network","display_name":"Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network","publication_year":2018,"publication_date":"2018-11-08","ids":{"openalex":"https://openalex.org/W2900093790","doi":"https://doi.org/10.3390/info9110276","mag":"2900093790"},"language":"en","primary_location":{"id":"doi:10.3390/info9110276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9110276","pdf_url":"https://www.mdpi.com/2078-2489/9/11/276/pdf?version=1541659416","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/9/11/276/pdf?version=1541659416","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100940148","display_name":"Lingyu Xu","orcid":"https://orcid.org/0000-0002-6818-530X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyu Xu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101817121","display_name":"Huan Xu","orcid":"https://orcid.org/0000-0003-2145-8240"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Xu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780324","display_name":"Jie Yu","orcid":"https://orcid.org/0000-0001-9674-0449"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Yu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435751","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-6690-8423"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["East Sea Information Center, SOA China, Shanghai 200136, China"],"affiliations":[{"raw_affiliation_string":"East Sea Information Center, SOA China, Shanghai 200136, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100780324"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.9337,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84233719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9","issue":"11","first_page":"276","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9955000281333923,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.9732999801635742,"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/stock-market","display_name":"Stock market","score":0.7918591499328613},{"id":"https://openalex.org/keywords/linkage","display_name":"Linkage (software)","score":0.6577372550964355},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5111146569252014},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4951883852481842},{"id":"https://openalex.org/keywords/stock-market-bubble","display_name":"Stock market bubble","score":0.43312332034111023},{"id":"https://openalex.org/keywords/technical-analysis","display_name":"Technical analysis","score":0.4268037676811218},{"id":"https://openalex.org/keywords/crash","display_name":"Crash","score":0.4264662265777588},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.42552292346954346},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.41614261269569397},{"id":"https://openalex.org/keywords/stock-market-crash","display_name":"Stock market crash","score":0.4135698974132538},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.35198381543159485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3420092463493347},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1315554678440094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08633631467819214}],"concepts":[{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.7918591499328613},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.6577372550964355},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5111146569252014},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4951883852481842},{"id":"https://openalex.org/C12747933","wikidata":"https://www.wikidata.org/wiki/Q13405082","display_name":"Stock market bubble","level":4,"score":0.43312332034111023},{"id":"https://openalex.org/C117245426","wikidata":"https://www.wikidata.org/wiki/Q235038","display_name":"Technical analysis","level":2,"score":0.4268037676811218},{"id":"https://openalex.org/C183469790","wikidata":"https://www.wikidata.org/wiki/Q333501","display_name":"Crash","level":2,"score":0.4264662265777588},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.42552292346954346},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.41614261269569397},{"id":"https://openalex.org/C2777209242","wikidata":"https://www.wikidata.org/wiki/Q1020018","display_name":"Stock market crash","level":4,"score":0.4135698974132538},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.35198381543159485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3420092463493347},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1315554678440094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08633631467819214},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info9110276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9110276","pdf_url":"https://www.mdpi.com/2078-2489/9/11/276/pdf?version=1541659416","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c6c261addaa342928618d05561b11b58","is_oa":true,"landing_page_url":"https://doaj.org/article/c6c261addaa342928618d05561b11b58","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 9, Iss 11, p 276 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/9/11/276/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info9110276","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info9110276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9110276","pdf_url":"https://www.mdpi.com/2078-2489/9/11/276/pdf?version=1541659416","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900093790.pdf","grobid_xml":"https://content.openalex.org/works/W2900093790.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W325157914","https://openalex.org/W334228768","https://openalex.org/W1963187276","https://openalex.org/W1975637537","https://openalex.org/W2002353362","https://openalex.org/W2017186882","https://openalex.org/W2089458547","https://openalex.org/W2095184674","https://openalex.org/W2131681506","https://openalex.org/W2168759360","https://openalex.org/W2204816828","https://openalex.org/W2335301180","https://openalex.org/W2393304088","https://openalex.org/W2410300876","https://openalex.org/W2474601267","https://openalex.org/W2586793055","https://openalex.org/W2607162077","https://openalex.org/W2633618984","https://openalex.org/W2739075388","https://openalex.org/W2750701175","https://openalex.org/W2751122381","https://openalex.org/W2759189148","https://openalex.org/W2771312460","https://openalex.org/W2771915725","https://openalex.org/W2785689376","https://openalex.org/W3160677747","https://openalex.org/W4237078129","https://openalex.org/W6639136306","https://openalex.org/W6641425348","https://openalex.org/W6679686813","https://openalex.org/W6741388313","https://openalex.org/W6795602515"],"related_works":["https://openalex.org/W2090451503","https://openalex.org/W3122456044","https://openalex.org/W2125779004","https://openalex.org/W2273250454","https://openalex.org/W3121208348","https://openalex.org/W1998326200","https://openalex.org/W2500233784","https://openalex.org/W1975360001","https://openalex.org/W2042171911","https://openalex.org/W2158580072"],"abstract_inverted_index":{"Previous":[0],"research":[1],"on":[2,8,46],"financial":[3,32],"time-series":[4],"data":[5],"mainly":[6],"focused":[7],"the":[9,27,31,54,58,76,90,128],"analysis":[10,44,50],"of":[11,30,41,57,97,127],"market":[12,33,64,78],"evolution":[13,28,125],"and":[14,22,37,65,74,92,100,105,115],"trends,":[15,88],"ignoring":[16],"its":[17],"characteristics":[18,29,126],"in":[19,34,61,123],"different":[20,35,86],"resolutions":[21],"stages.":[23],"This":[24],"paper":[25],"discusses":[26],"resolutions,":[36],"presents":[38],"a":[39],"method":[40,51],"complex":[42],"network":[43],"based":[45],"wavelet":[47],"transform.":[48],"The":[49,95],"has":[52,66],"proven":[53],"linkage":[55,98],"effects":[56],"plate":[59,69,99],"sector":[60],"China\u2019s":[62],"stock":[63,77,129],"that":[67],"found":[68],"drift":[70,101],"phenomenon":[71],"occurred":[72],"before":[73],"after":[75],"crash.":[79],"In":[80],"addition,":[81],"we":[82],"also":[83],"find":[84],"two":[85],"evolutionary":[87],"namely":[89],"W-type":[91],"M-type":[93],"trends.":[94],"discovery":[96],"phenomena":[102],"are":[103],"important":[104,118],"referential":[106],"for":[107,120],"enterprise":[108],"investors":[109],"to":[110],"build":[111],"portfolio":[112],"investment":[113],"strategy,":[114],"play":[116],"an":[117],"role":[119],"policy":[121],"makers":[122],"analyzing":[124],"market.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
