{"id":"https://openalex.org/W4310990713","doi":"https://doi.org/10.1111/exsy.13183","title":"Temporal positional lexicon expansion for federated learning based on hyperpatism detection","display_name":"Temporal positional lexicon expansion for federated learning based on hyperpatism detection","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4310990713","doi":"https://doi.org/10.1111/exsy.13183"},"language":"en","primary_location":{"id":"doi:10.1111/exsy.13183","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.13183","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1111/exsy.13183","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091198094","display_name":"Usman Ahmed","orcid":"https://orcid.org/0000-0002-3933-4273"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Usman Ahmed","raw_affiliation_strings":["Department of Computer Science, Electrical Engineering and Mathematical Sciences Western Norway University of Applied Sciences  Bergen Norway","Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0002-3933-4273","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences Western Norway University of Applied Sciences  Bergen Norway","institution_ids":["https://openalex.org/I179863766"]},{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Jerry Chun\u2010Wei Lin","raw_affiliation_strings":["Department of Computer Science, Electrical Engineering and Mathematical Sciences Western Norway University of Applied Sciences  Bergen Norway","Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0001-8768-9709","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences Western Norway University of Applied Sciences  Bergen Norway","institution_ids":["https://openalex.org/I179863766"]},{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]},{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["CA","LB","TW"],"is_corresponding":false,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Department of Computer Science and Math Lebanese American University  Beirut Lebanon","Department of Mathematics & Computer Science Brandon University  Brandon Canada","Research Centre for Interneural Computing China Medical University  Taichung Taiwan","Research Centre for Interneural Computing, China Medical University, Taichung, Taiwan","Department of Computer Science and Math, Lebanese American University, Beirut, Lebanon","Department of Mathematics & Computer Science Brandon University Brandon Canada"],"raw_orcid":"https://orcid.org/0000-0001-9851-4103","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Math Lebanese American University  Beirut Lebanon","institution_ids":["https://openalex.org/I56306041"]},{"raw_affiliation_string":"Department of Mathematics & Computer Science Brandon University  Brandon Canada","institution_ids":["https://openalex.org/I48890080"]},{"raw_affiliation_string":"Research Centre for Interneural Computing China Medical University  Taichung Taiwan","institution_ids":["https://openalex.org/I184693016"]},{"raw_affiliation_string":"Research Centre for Interneural Computing, China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I184693016"]},{"raw_affiliation_string":"Department of Computer Science and Math, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]},{"raw_affiliation_string":"Department of Mathematics & Computer Science Brandon University Brandon Canada","institution_ids":["https://openalex.org/I48890080"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000640263"],"corresponding_institution_ids":["https://openalex.org/I179863766"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":{"value":3860,"currency":"USD","value_usd":3860},"fwci":0.6959,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74677675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"40","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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/T10028","display_name":"Topic Modeling","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9991999864578247,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.996999979019165,"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":0.8723167181015015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6810312867164612},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5936630964279175},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49563443660736084},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.4887709319591522},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4818350076675415},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47862404584884644},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.47547903656959534},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4127953052520752},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35434210300445557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8723167181015015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6810312867164612},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5936630964279175},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49563443660736084},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.4887709319591522},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4818350076675415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47862404584884644},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.47547903656959534},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4127953052520752},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35434210300445557},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1111/exsy.13183","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.13183","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},{"id":"pmh:oai:hvlopen.brage.unit.no:11250/3062011","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3062011","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"14","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1111/exsy.13183","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.13183","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1837843568","https://openalex.org/W1972647581","https://openalex.org/W2085680808","https://openalex.org/W2250539671","https://openalex.org/W2296547479","https://openalex.org/W2307440124","https://openalex.org/W2470673105","https://openalex.org/W2489487449","https://openalex.org/W2604264634","https://openalex.org/W2618285232","https://openalex.org/W2782032413","https://openalex.org/W2791544114","https://openalex.org/W2798888217","https://openalex.org/W2806698193","https://openalex.org/W2807623398","https://openalex.org/W2885765547","https://openalex.org/W2891946729","https://openalex.org/W2901530646","https://openalex.org/W2903263808","https://openalex.org/W2955041501","https://openalex.org/W2955213239","https://openalex.org/W2963205619","https://openalex.org/W2981647022","https://openalex.org/W2996035354","https://openalex.org/W3006380840","https://openalex.org/W3099910226","https://openalex.org/W3125182500","https://openalex.org/W3173052482","https://openalex.org/W3173544627","https://openalex.org/W3177927102","https://openalex.org/W3184342513","https://openalex.org/W3197507259","https://openalex.org/W3203212172","https://openalex.org/W3209793556","https://openalex.org/W3210887046","https://openalex.org/W3217156445","https://openalex.org/W4200302203","https://openalex.org/W4200367444","https://openalex.org/W4212964822","https://openalex.org/W4214607237","https://openalex.org/W4226530281","https://openalex.org/W4285666859","https://openalex.org/W4287824654"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2140536630","https://openalex.org/W3195005284","https://openalex.org/W2391730868","https://openalex.org/W4394659737","https://openalex.org/W2759814045","https://openalex.org/W2118055728","https://openalex.org/W4399756845","https://openalex.org/W2736760277","https://openalex.org/W4386940087"],"abstract_inverted_index":{"Abstract":[0],"Internet\u2010based":[1],"information":[2,67],"exchange":[3],"has":[4],"resulted":[5],"in":[6,77,137,221],"the":[7,24,63,85,92,111,114,128,141,144,161,179,187,197],"propagation":[8],"of":[9,28,68,87,94,113,130,140,165],"false":[10],"and":[11,20,26,45,65,72,195],"misleading":[12],"information,":[13],"which":[14,41,158],"is":[15,42,135,183],"highly":[16],"detrimental":[17],"to":[18,23,80,159,170,177],"individuals":[19],"humankind.":[21],"Due":[22],"speed":[25],"volume":[27],"social":[29],"media":[30],"news":[31,70,193,223],"production,":[32],"supervised":[33],"artificial":[34],"intelligence":[35],"algorithms":[36],"require":[37],"many":[38],"annotated":[39,69],"data,":[40],"difficult,":[43],"costly,":[44],"time\u2010consuming.":[46],"To":[47],"address":[48],"this":[49],"issue,":[50],"we":[51],"offer":[52],"a":[53,104,125,172,205,217],"novel":[54],"federated":[55],"semi\u2010supervised":[56,198,236],"framework":[57],"based":[58,200],"on":[59,175,201],"self\u2010ensembling":[60],"that":[61,215],"utilizes":[62,151],"linguistic":[64],"stylometric":[66],"articles":[71,194,224],"searches":[73],"for":[74,107,127,204,210,225],"hidden":[75],"patterns":[76],"unlabeled":[78,88,131,166],"data":[79,89],"denoise":[81],"labels.":[82],"Self\u2010ensembling":[83],"predicts":[84],"labels":[86,109,129],"by":[90],"using":[91,185],"outcomes":[93],"network\u2010in\u2010training":[95],"from":[96,143,191],"earlier":[97],"epochs.":[98],"These":[99],"cumulative":[100],"predictions":[101],"should":[102],"be":[103,122],"stronger":[105],"predictor":[106],"unknown":[108],"than":[110],"output":[112,163],"most":[115],"recent":[116],"training":[117,148],"epoch;":[118],"hence,":[119],"they":[120],"may":[121],"utilized":[123],"as":[124,153],"substitute":[126],"data.":[132],"The":[133,181,228],"approach":[134],"distinctive":[136],"collecting":[138],"all":[139],"outputs":[142],"neural":[145,206],"network's":[146],"past":[147],"periods.":[149],"It":[150],"them":[152],"an":[154],"unsupervised":[155],"target":[156],"against":[157],"assess":[160],"current":[162],"prediction":[164],"articles.":[167],"We":[168],"intend":[169],"create":[171],"dataset":[173,182],"centred":[174],"denoising":[176],"forward":[178],"study.":[180],"mapped":[184],"(1)":[186],"shifting":[188],"focus":[189,218],"time":[190],"published":[192],"(2)":[196],"method":[199],"coincidence":[202],"contexts":[203],"contrast":[207],"embedding":[208],"model":[209,229],"learning":[211],"low\u2010dimensional":[212],"continuous":[213],"vectors":[214],"generate":[216],"time\u2010based":[219],"query":[220],"sequential":[222],"temporal":[226],"comprehension.":[227],"achieved":[230],"0.83%":[231],"F\u2010measure":[232],"with":[233],"lexicon":[234],"expansion":[235],"learning.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}