{"id":"https://openalex.org/W4410153042","doi":"https://doi.org/10.1109/tcss.2024.3410872","title":"Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment","display_name":"Zero-Shot Recognition for Healthcare Social Networks via Tensor-Based Vision-Semantic Manifold Alignment","publication_year":2025,"publication_date":"2025-05-07","ids":{"openalex":"https://openalex.org/W4410153042","doi":"https://doi.org/10.1109/tcss.2024.3410872"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3410872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3410872","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012121138","display_name":"Bocheng Ren","orcid":"https://orcid.org/0000-0002-6594-1421"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bocheng Ren","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"raw_orcid":"https://orcid.org/0000-0002-6594-1421","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009280196","display_name":"Yuanyuan Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Yi","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"raw_orcid":"https://orcid.org/0009-0008-5076-6828","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-7986-4244","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073845165","display_name":"Xin Nie","orcid":"https://orcid.org/0000-0003-0300-9185"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Nie","raw_affiliation_strings":["School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0300-9185","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007184959","display_name":"Zecan Yang","orcid":"https://orcid.org/0000-0003-2403-6078"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zecan Yang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2403-6078","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002937692","display_name":"Jun Feng","orcid":"https://orcid.org/0000-0001-9917-1819"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Feng","raw_affiliation_strings":["School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-9917-1819","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03293622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"4","first_page":"1880","last_page":"1889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9239000082015991,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9239000082015991,"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/zero","display_name":"Zero (linguistics)","score":0.6491599678993225},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5697441697120667},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5531458258628845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5169841051101685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5157885551452637},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4696444869041443},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45570170879364014},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43512454628944397},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2534683346748352},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.19018703699111938},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13621371984481812},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.09432771801948547}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6491599678993225},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5697441697120667},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5531458258628845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5169841051101685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5157885551452637},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4696444869041443},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45570170879364014},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43512454628944397},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2534683346748352},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.19018703699111938},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13621371984481812},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.09432771801948547},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3410872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3410872","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3801741216","display_name":null,"funder_award_id":"62372195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G576546066","display_name":null,"funder_award_id":"61932010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W652269744","https://openalex.org/W1787224781","https://openalex.org/W1972344647","https://openalex.org/W2012659293","https://openalex.org/W2070148066","https://openalex.org/W2098411764","https://openalex.org/W2152772232","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2552383788","https://openalex.org/W2611632661","https://openalex.org/W2611650229","https://openalex.org/W2887567284","https://openalex.org/W2899867883","https://openalex.org/W2911489562","https://openalex.org/W2948162522","https://openalex.org/W2955087950","https://openalex.org/W2962858109","https://openalex.org/W2963499153","https://openalex.org/W2963960318","https://openalex.org/W2964105864","https://openalex.org/W2979571231","https://openalex.org/W2982407353","https://openalex.org/W2986692991","https://openalex.org/W2990947836","https://openalex.org/W2991813857","https://openalex.org/W2998708909","https://openalex.org/W3002728158","https://openalex.org/W3033009913","https://openalex.org/W3034359780","https://openalex.org/W3034379915","https://openalex.org/W3089741414","https://openalex.org/W3096741441","https://openalex.org/W3109728025","https://openalex.org/W3126212240","https://openalex.org/W3143107425","https://openalex.org/W3163842339","https://openalex.org/W3171926364","https://openalex.org/W3182605419","https://openalex.org/W4229482837","https://openalex.org/W4285603042","https://openalex.org/W4292829113","https://openalex.org/W4311967393","https://openalex.org/W4312737157","https://openalex.org/W4315631856","https://openalex.org/W4360595145","https://openalex.org/W6638319203","https://openalex.org/W6678470764","https://openalex.org/W6736057607","https://openalex.org/W6749074686","https://openalex.org/W6762466240","https://openalex.org/W6781630272","https://openalex.org/W6802136708"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2383239174","https://openalex.org/W2362829263","https://openalex.org/W3159953198","https://openalex.org/W49725993","https://openalex.org/W2380477800","https://openalex.org/W2347974653","https://openalex.org/W2766342722","https://openalex.org/W2380996235","https://openalex.org/W2573981081"],"abstract_inverted_index":{"Healthcare":[0],"social":[1],"networks":[2],"(HSNs)":[3],"are":[4],"pivotal":[5],"in":[6,27,76,90,130,226],"spreading":[7],"healthcare":[8,21],"knowledge,":[9],"providing":[10],"support":[11],"to":[12,34,62,122,157],"both":[13],"potential":[14,221],"patients":[15],"and":[16,19,40,59,69,88,140,181,189,201],"medical":[17,198],"professionals,":[18],"enhancing":[20],"services.":[22],"However,":[23],"identifying":[24],"unseen":[25,128],"data":[26],"HSN":[28,131],"poses":[29],"a":[30,57,107],"significant":[31],"challenge":[32],"due":[33],"their":[35],"intrinsic":[36],"heterogeneity,":[37],"dynamic":[38],"characteristics,":[39],"the":[41,66,91,100,115,124,151,159,168,172,185,206,220],"scarcity":[42],"of":[43,126,163,171,210,222],"labeled":[44],"data.":[45],"Employing":[46],"semantic":[47,133,188],"knowledge":[48],"transfer":[49],"for":[50,112,144],"class-agnostic":[51],"zero-shot":[52,77,81,109,203,224],"recognition":[53,78,110],"stands":[54],"out":[55],"as":[56],"promising":[58],"innovative":[60],"solution":[61],"this":[63],"problem,":[64],"but":[65],"visual-semantic":[67],"gap":[68],"domain":[70],"shift":[71],"problems":[72,225],"considerably":[73],"hinder":[74],"advancements":[75],"capabilities.":[79],"Previous":[80],"models":[82],"often":[83],"impose":[84],"constraints":[85],"between":[86,187],"vision":[87],"semantics":[89],"loss":[92,179],"part":[93],"without":[94],"explicitly":[95,149],"injecting":[96],"intermodality":[97],"guidance":[98],"into":[99],"feature":[101],"refinement":[102],"process.":[103],"This":[104],"article":[105],"yields":[106],"novel":[108],"framework":[111],"HSN,":[113],"named":[114],"dual":[116,145,173],"tensor":[117,146],"prototype":[118,147,160,174],"graph":[119,161],"network,":[120],"devoted":[121],"improving":[123],"performance":[125],"recognizing":[127],"objects":[129],"leveraging":[132,150],"knowledge.":[134],"We":[135,166],"have":[136],"developed":[137],"an":[138],"iterative":[139],"interactive":[141],"updating":[142],"strategy":[143],"graphs,":[148],"distribution":[152],"information":[153],"from":[154],"one":[155],"modality":[156],"guide":[158],"updates":[162],"another":[164],"modality.":[165],"constrain":[167],"update":[169],"process":[170],"graphs":[175],"by":[176],"several":[177],"tailored":[178],"functions":[180],"episodic":[182],"training,":[183],"alleviating":[184],"inconsistency":[186],"visual":[190],"manifolds.":[191],"Extensive":[192],"comparative":[193],"experiments":[194],"conducted":[195],"on":[196],"two":[197],"imaging":[199],"datasets":[200],"five":[202],"benchmarks":[204],"affirm":[205],"stronger":[207],"generalization":[208],"ability":[209],"our":[211],"proposed":[212],"method":[213],"compared":[214],"with":[215],"other":[216],"advanced":[217],"approaches,":[218],"showing":[219],"addressing":[223],"HSN.":[227]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
