{"id":"https://openalex.org/W2887514502","doi":"https://doi.org/10.3390/info9080202","title":"Construction of Complex Network with Multiple Time Series Relevance","display_name":"Construction of Complex Network with Multiple Time Series Relevance","publication_year":2018,"publication_date":"2018-08-07","ids":{"openalex":"https://openalex.org/W2887514502","doi":"https://doi.org/10.3390/info9080202","mag":"2887514502"},"language":"en","primary_location":{"id":"doi:10.3390/info9080202","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9080202","pdf_url":"https://www.mdpi.com/2078-2489/9/8/202/pdf","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/2078-2489/9/8/202/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031304309","display_name":"Zongwen Huang","orcid":null},"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":"Zongwen Huang","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/A5101471665","display_name":"Lingyu Xu","orcid":"https://orcid.org/0000-0002-1120-2957"},"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/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 644300, China"],"affiliations":[{"raw_affiliation_string":"East Sea Information Center, SOA China, Shanghai 644300, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103105886","display_name":"Gaowei Zhang","orcid":"https://orcid.org/0000-0002-8112-4552"},"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":"Gaowei Zhang","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/A5101544380","display_name":"Yaya Liu","orcid":"https://orcid.org/0000-0001-9695-4260"},"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":"Yaya Liu","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031304309"],"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":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10667099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"8","first_page":"202","last_page":"202"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6743674278259277},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6430758237838745},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5935423374176025},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5350882411003113},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5300039052963257},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5062671899795532},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45936813950538635},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.450344979763031},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.430902361869812},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.41592782735824585},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3669853210449219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2567850351333618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2124234139919281},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14778217673301697},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09285798668861389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743674278259277},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6430758237838745},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5935423374176025},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5350882411003113},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5300039052963257},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5062671899795532},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45936813950538635},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.450344979763031},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.430902361869812},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.41592782735824585},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3669853210449219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2567850351333618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2124234139919281},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14778217673301697},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09285798668861389},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info9080202","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9080202","pdf_url":"https://www.mdpi.com/2078-2489/9/8/202/pdf","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:0ac9a6d1683642e883f822e7af2dd176","is_oa":true,"landing_page_url":"https://doaj.org/article/0ac9a6d1683642e883f822e7af2dd176","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 9, Iss 8, p 202 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/9/8/202/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info9080202","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/info9080202","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info9080202","pdf_url":"https://www.mdpi.com/2078-2489/9/8/202/pdf","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887514502.pdf","grobid_xml":"https://content.openalex.org/works/W2887514502.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1526303254","https://openalex.org/W1980059182","https://openalex.org/W1985978480","https://openalex.org/W2004824191","https://openalex.org/W2008620264","https://openalex.org/W2017987256","https://openalex.org/W2026143061","https://openalex.org/W2030223245","https://openalex.org/W2030841755","https://openalex.org/W2031869443","https://openalex.org/W2049719481","https://openalex.org/W2059940975","https://openalex.org/W2060464767","https://openalex.org/W2070722739","https://openalex.org/W2072010802","https://openalex.org/W2080925589","https://openalex.org/W2085712123","https://openalex.org/W2094688862","https://openalex.org/W2096727866","https://openalex.org/W2100422602","https://openalex.org/W2107696474","https://openalex.org/W2112804935","https://openalex.org/W2123199877","https://openalex.org/W2124637492","https://openalex.org/W2133665775","https://openalex.org/W2134590358","https://openalex.org/W2148606196","https://openalex.org/W2164721942","https://openalex.org/W2173587936","https://openalex.org/W2197473678","https://openalex.org/W2313182682","https://openalex.org/W2320166798","https://openalex.org/W2540274639","https://openalex.org/W2587108256","https://openalex.org/W2762115787","https://openalex.org/W3105441689","https://openalex.org/W3105517623","https://openalex.org/W6679671506"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W1991765889","https://openalex.org/W1990068454","https://openalex.org/W2472172556","https://openalex.org/W2324780611","https://openalex.org/W2280920478","https://openalex.org/W1570805059","https://openalex.org/W2357266745","https://openalex.org/W1578824628","https://openalex.org/W3122321533"],"abstract_inverted_index":{"Multivariate":[0],"time":[1,36,46,92],"series":[2,47,93],"data,":[3],"which":[4],"comprise":[5],"a":[6,41,79,87,96,113,146],"set":[7],"of":[8,27,44,71,90,165],"ordered":[9],"observations":[10],"for":[11],"multiple":[12,35,69,91],"variables,":[13],"are":[14],"pervasively":[15],"generated":[16],"in":[17,128],"weather":[18],"conditions,":[19],"traffic,":[20],"financial":[21,82],"stocks,":[22],"etc.":[23],"Therefore,":[24],"it":[25],"is":[26],"great":[28],"significance":[29],"to":[30,53,107,155],"analyze":[31],"the":[32,68,104,109,119,125,129,136,152,157,163],"correlation":[33],"between":[34],"series.":[37],"Financial":[38],"stocks":[39,72],"generate":[40],"significant":[42],"amount":[43],"multivariate":[45],"data":[48],"that":[49,56,135],"can":[50],"be":[51],"used":[52],"build":[54,156],"networks":[55,64],"reflect":[57],"market":[58],"behavior.":[59],"However,":[60],"traditional":[61,153],"commercial":[62],"complex":[63],"cannot":[65],"fully":[66],"utilize":[67],"attributes":[70],"and":[73,77,94,159],"redundant":[74],"filter":[75],"relationships":[76],"reveal":[78],"more":[80,147],"authentic":[81],"stock":[83],"market.":[84],"We":[85],"propose":[86],"fusion":[88],"similarity":[89],"construct":[95],"threshold":[97,130],"network":[98,117,121,137],"with":[99,118],"similarity.":[100],"Furthermore,":[101],"we":[102,132],"define":[103],"connectivity":[105,115],"efficiency":[106,116],"choose":[108],"best":[110],"threshold,":[111],"establishing":[112],"high":[114],"optimal":[120],"threshold.":[122],"By":[123],"searching":[124],"central":[126],"node":[127],"network,":[131],"have":[133,145],"found":[134],"center":[138],"nodes":[139],"constructed":[140],"by":[141],"our":[142],"proposed":[143],"method":[144],"comprehensive":[148],"industry":[149],"coverage":[150],"than":[151],"techniques":[154],"systems,":[158],"this":[160,166],"also":[161],"proves":[162],"superiority":[164],"method.":[167]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
