{"id":"https://openalex.org/W2883136744","doi":"https://doi.org/10.1155/2018/7861860","title":"Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real\u2010World Applications","display_name":"Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real\u2010World Applications","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883136744","doi":"https://doi.org/10.1155/2018/7861860","mag":"2883136744"},"language":"en","primary_location":{"id":"doi:10.1155/2018/7861860","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/7861860","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/7861860.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/complexity/2018/7861860.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007475662","display_name":"Jia Wu","orcid":"https://orcid.org/0000-0002-1371-5801"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jia Wu","raw_affiliation_strings":["Macquarie University, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008056593","display_name":"Shirui Pan","orcid":"https://orcid.org/0000-0003-0794-527X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shirui Pan","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085319576","display_name":"Chuan Zhou","orcid":"https://orcid.org/0000-0001-9958-8673"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Zhou","raw_affiliation_strings":["Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438769","display_name":"Gang Li","orcid":"https://orcid.org/0000-0003-1583-641X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["Deakin University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Deakin University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082039703","display_name":"Wu He","orcid":"https://orcid.org/0000-0002-4699-7710"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wu He","raw_affiliation_strings":["Old Dominion University, Norfolk, VA, USA"],"affiliations":[{"raw_affiliation_string":"Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438525","display_name":"Chengqi Zhang","orcid":"https://orcid.org/0000-0001-5715-7154"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chengqi Zhang","raw_affiliation_strings":["University of Technology Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007475662"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":13.8764,"has_fulltext":true,"cited_by_count":82,"citation_normalized_percentile":{"value":0.98957438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"2018","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9896000027656555,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9896000027656555,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9864000082015991,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7855685949325562},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5923336148262024},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.586455762386322},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5111680626869202},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.47701025009155273},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4534183144569397},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4460137188434601},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42535626888275146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28431108593940735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7855685949325562},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5923336148262024},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.586455762386322},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5111680626869202},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.47701025009155273},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4534183144569397},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4460137188434601},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42535626888275146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28431108593940735}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1155/2018/7861860","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/7861860","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/7861860.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.odu.edu:itds_facpubs-1025","is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/itds_facpubs/26","pdf_url":null,"source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"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 Technology & Decision Sciences Faculty Publications","raw_type":"text"},{"id":"pmh:oai:RePEc:hin:complx:7861860","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2018/7861860.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:bfdf32ddcf46434b9f7db064b491c8c0","is_oa":true,"landing_page_url":"https://doaj.org/article/bfdf32ddcf46434b9f7db064b491c8c0","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":"Complexity, Vol 2018 (2018)","raw_type":"article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30112362","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20796130","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Advances_in_Processing_Mining_and_Learning_Complex_Data_From_Foundations_to_Real-World_Applications/20796130","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2018/7861860","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/7861860","pdf_url":"http://downloads.hindawi.com/journals/complexity/2018/7861860.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2883136744.pdf","grobid_xml":"https://content.openalex.org/works/W2883136744.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2524046867","https://openalex.org/W2591291103","https://openalex.org/W2741257866","https://openalex.org/W2791785237","https://openalex.org/W2796679234","https://openalex.org/W2797376532"],"related_works":["https://openalex.org/W2908411463","https://openalex.org/W2700330155","https://openalex.org/W1994660869","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W4372291825"],"abstract_inverted_index":{"Processing,":[0],"mining,":[1,90,213],"and":[2,15,21,28,52,66,80,91,130,144,174,214],"learning":[3,29,92,215],"complex":[4,35,201,216,223],"data":[5,13,32,57,70,78,95,101,109,143,178,185,198,224],"refer":[6],"to":[7,102,190,207],"an":[8],"advanced":[9,195],"study":[10],"area":[11],"of":[12,23,56,157,222],"mining":[14,79],"knowledge":[16,81,193],"discovery":[17,82],"concerning":[18],"the":[19,100,154,158,170,177,208,220],"development":[20],"analysis":[22,96,221],"approaches":[24],"for":[25,74,88],"discovering":[26],"patterns":[27],"models":[30],"from":[31,181,197],"with":[33,200],"a":[34,148],"structure":[36,138,155],"(e.g.,":[37,140],"multirelational":[38],"data,":[39,41,43,45,51,125,135,217],"XML":[40],"text":[42],"image":[44],"time":[46],"series,":[47],"sequences,":[48],"graphs,":[49],"streaming":[50],"trees)":[53],"These":[54],"kinds":[55],"are":[58,172,188],"commonly":[59],"encountered":[60],"in":[61,77,111,118,122,127,133,194,211],"many":[62,108],"social,":[63],"economic,":[64],"scientific,":[65],"engineering":[67],"applications.":[68],"Complex":[69],"pose":[71],"new":[72,86],"challenges":[73],"current":[75],"research":[76,210],"as":[83,105,115],"they":[84],"require":[85,99],"methods":[87,97,187],"processing,":[89,212],"them.":[93],"Traditional":[94],"often":[98],"be":[103],"represented":[104],"vectors":[106],"However,":[107],"objects":[110,162,171,199],"real-world":[112],"applications,":[113],"such":[114],"chemical":[116],"compounds":[117],"biopharmacy,":[119],"brain":[120,123],"regions":[121],"health":[124],"users":[126],"business":[128],"networks,":[129],"time-series":[131],"information":[132,139,156],"medical":[134],"contain":[136],"rich":[137],"relationships":[141],"between":[142],"temporal":[145],"structures).":[146],"Such":[147],"simple":[149],"feature-vector":[150],"representation":[151],"inherently":[152],"loses":[153],"objects.":[159],"In":[160],"reality,":[161],"may":[163,179],"have":[164],"complicated":[165],"characteristics,":[166],"depending":[167],"on":[168,219],"how":[169],"assessed":[173],"characterized.":[175],"Meanwhile,":[176],"come":[180],"heterogeneous":[182],"domains":[183],"Novel":[184],"analytics":[186],"desired":[189],"discover":[191],"meaningful":[192],"applications":[196],"characteristics.":[202],"This":[203],"special":[204],"issue":[205],"contributes":[206],"fundamental":[209],"focusing":[218],"sources.":[225]},"counts_by_year":[{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":23},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}