{"id":"https://openalex.org/W4283325546","doi":"https://doi.org/10.1007/s40747-022-00729-2","title":"Intelligent depression detection with asynchronous federated optimization","display_name":"Intelligent depression detection with asynchronous federated optimization","publication_year":2022,"publication_date":"2022-06-23","ids":{"openalex":"https://openalex.org/W4283325546","doi":"https://doi.org/10.1007/s40747-022-00729-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/35761865"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-022-00729-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00729-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00729-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00729-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101757885","display_name":"Jinli Li","orcid":"https://orcid.org/0009-0000-2177-5209"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinli Li","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047319512","display_name":"Jiang Ming","orcid":"https://orcid.org/0000-0001-5945-4304"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Jiang","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102826393","display_name":"Yunbai Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunbai Qin","raw_affiliation_strings":["College of Electronic Engineering, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439282","display_name":"Ran Zhang","orcid":"https://orcid.org/0000-0001-7666-0599"},"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":"Ran Zhang","raw_affiliation_strings":["Business and Law School, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Business and Law School, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079852457","display_name":"Sai Ho Ling","orcid":"https://orcid.org/0000-0003-0849-5098"},"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":"Sai Ho Ling","raw_affiliation_strings":["Faculty of Engineering and IT, University of Technology, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101757885"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":5.1473,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95705485,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"115","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.983299970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7687055468559265},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7141103744506836},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5374377965927124},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48185718059539795},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.46835413575172424},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.4675872325897217},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.44354769587516785},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4071333408355713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40218162536621094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38219910860061646},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.36408287286758423},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34593793749809265},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25263893604278564},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19443097710609436},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11709100008010864},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10328379273414612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7687055468559265},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7141103744506836},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5374377965927124},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48185718059539795},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.46835413575172424},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.4675872325897217},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.44354769587516785},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4071333408355713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40218162536621094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38219910860061646},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.36408287286758423},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34593793749809265},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25263893604278564},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19443097710609436},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11709100008010864},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10328379273414612},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s40747-022-00729-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00729-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00729-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmid:35761865","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35761865","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & intelligent systems","raw_type":null},{"id":"pmh:oai:doaj.org/article:cdc0e699a8974dbea59ff567c07e9b83","is_oa":true,"landing_page_url":"https://doaj.org/article/cdc0e699a8974dbea59ff567c07e9b83","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 1, Pp 115-131 (2022)","raw_type":"article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30174735","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/20583462","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Intelligent_depression_detection_with_asynchronous_federated_optimization/20583462","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:9217731","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9217731","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Complex Intell Systems","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s40747-022-00729-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00729-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00729-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283325546.pdf","grobid_xml":"https://content.openalex.org/works/W4283325546.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2000053835","https://openalex.org/W2288128171","https://openalex.org/W2587770880","https://openalex.org/W2769128147","https://openalex.org/W2889097229","https://openalex.org/W2898967081","https://openalex.org/W2912213068","https://openalex.org/W2946396904","https://openalex.org/W2963626623","https://openalex.org/W2977678469","https://openalex.org/W3015987833","https://openalex.org/W3016500926","https://openalex.org/W3033403733","https://openalex.org/W3046518446","https://openalex.org/W3101177651","https://openalex.org/W3101718285","https://openalex.org/W3127327879","https://openalex.org/W3136022984","https://openalex.org/W4205228770","https://openalex.org/W6600009415","https://openalex.org/W6600103761","https://openalex.org/W6600195515","https://openalex.org/W6601198272","https://openalex.org/W6684701029"],"related_works":["https://openalex.org/W590788508","https://openalex.org/W2053241453","https://openalex.org/W2611974471","https://openalex.org/W2017590198","https://openalex.org/W4313233093","https://openalex.org/W2358082531","https://openalex.org/W2275433313","https://openalex.org/W2978974359","https://openalex.org/W2589976903","https://openalex.org/W1805578373"],"abstract_inverted_index":{"The":[0,33,192],"growth":[1],"of":[2,17,19,35,121,125,141,186,190,212],"population":[3],"and":[4,26,43,49,64,100,113,168],"the":[5,12,89,97,106,119,135,139,165,184,188,198],"various":[6],"intensive":[7],"life":[8],"pressures":[9],"everyday":[10],"deepen":[11],"competitions":[13],"among":[14,216],"people.":[15],"Tens":[16],"millions":[18],"people":[20],"each":[21],"year":[22],"suffer":[23],"from":[24],"depression":[25,77,82,136],"only":[27],"a":[28,51,122],"fraction":[29],"receives":[30],"adequate":[31],"treatment.":[32],"development":[34],"social":[36,79,85],"networks":[37,86],"such":[38],"as":[39,110,151],"Facebook,":[40],"Twitter,":[41],"Weibo,":[42],"QQ":[44],"provides":[45,50,72],"more":[46],"convenient":[47],"communication":[48,166],"new":[52],"emotional":[53],"vent":[54],"window.":[55],"People":[56],"communicate":[57],"with":[58],"their":[59,62,69],"friends,":[60],"sharing":[61],"opinions,":[63],"shooting":[65],"videos":[66],"to":[67,75,163],"reflect":[68],"feelings.":[70],"It":[71,171],"an":[73,111,142],"opportunity":[74],"detect":[76],"in":[78,128],"networks.":[80],"Although":[81],"detection":[83],"using":[84],"has":[87],"reflected":[88],"established":[90],"connectivity":[91],"across":[92],"users,":[93],"fewer":[94],"researchers":[95],"consider":[96],"data":[98],"security":[99],"privacy-preserving":[101],"schemes.":[102],"Therefore,":[103],"we":[104,133],"advocate":[105],"federated":[107,161],"learning":[108,162,206],"technique":[109],"efficient":[112],"scalable":[114],"method,":[115],"where":[116],"it":[117],"enables":[118],"handling":[120],"massive":[123],"number":[124],"edge":[126],"devices":[127],"parallel.":[129],"In":[130],"this":[131],"study,":[132],"conduct":[134],"analysis":[137],"on":[138,160],"basis":[140],"online":[143],"microblog":[144],"called":[145],"Weibo.":[146],"A":[147],"novel":[148],"algorithm":[149],"termed":[150],"CNN":[152],"Asynchronous":[153],"Federated":[154,199,205],"optimization":[155],"(CAFed)":[156],"is":[157,172],"proposed":[158,176,193],"based":[159],"improve":[164],"cost":[167],"convergence":[169],"rate.":[170],"shown":[173],"that":[174],"our":[175],"method":[177,194],"can":[178,208],"effectively":[179],"protect":[180],"users'":[181],"privacy":[182],"under":[183],"premise":[185],"ensuring":[187],"accuracy":[189],"prediction.":[191],"converges":[195],"faster":[196],"than":[197],"Averaging":[200],"(FedAvg)":[201],"for":[202],"non-convex":[203],"problems.":[204],"techniques":[207],"identify":[209],"quality":[210],"solutions":[211],"mental":[213],"health":[214],"problems":[215],"Weibo":[217],"users.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
