{"id":"https://openalex.org/W4376480448","doi":"https://doi.org/10.1109/access.2023.3275743","title":"Quad-Channel Contrastive Prototype Networks for Open-Set Recognition in Domain-Specific Tasks","display_name":"Quad-Channel Contrastive Prototype Networks for Open-Set Recognition in Domain-Specific Tasks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4376480448","doi":"https://doi.org/10.1109/access.2023.3275743"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3275743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10123937.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10123937.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069618424","display_name":"Gusti Ahmad Fanshuri Alfarisy","orcid":"https://orcid.org/0000-0002-0689-7002"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]},{"id":"https://openalex.org/I4210113440","display_name":"Institut Teknologi Kalimantan","ror":"https://ror.org/01xcgh759","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210113440"]}],"countries":["BN","ID"],"is_corresponding":false,"raw_author_name":"Gusti Ahmad Fanshuri Alfarisy","raw_affiliation_strings":["School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam","Department of Informatics, Institut Teknologi Kalimantan, Balikpapan, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-0689-7002","affiliations":[{"raw_affiliation_string":"School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam","institution_ids":["https://openalex.org/I189462010"]},{"raw_affiliation_string":"Department of Informatics, Institut Teknologi Kalimantan, Balikpapan, Indonesia","institution_ids":["https://openalex.org/I4210113440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007781856","display_name":"Owais Ahmed Malik","orcid":"https://orcid.org/0000-0002-4888-5448"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Owais Ahmed Malik","raw_affiliation_strings":["School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam"],"raw_orcid":"https://orcid.org/0000-0002-4888-5448","affiliations":[{"raw_affiliation_string":"School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007392788","display_name":"Wee-Hong Ong","orcid":"https://orcid.org/0000-0003-2667-1980"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Ong Wee Hong","raw_affiliation_strings":["School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam"],"raw_orcid":"https://orcid.org/0000-0003-2667-1980","affiliations":[{"raw_affiliation_string":"School of Digital Science, Unversiti Brunei Darussaslam, Gadong BE, Brunei Darussalam","institution_ids":["https://openalex.org/I189462010"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6316,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86618326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"48578","last_page":"48592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9997000098228455,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9997000098228455,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9983999729156494,"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/T12676","display_name":"Machine Learning and ELM","score":0.9975000023841858,"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":0.8005799651145935},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4994487762451172},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.47751206159591675},{"id":"https://openalex.org/keywords/open-set","display_name":"Open set","score":0.44587212800979614},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4415450692176819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35219743847846985},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24610614776611328},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11694341897964478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8005799651145935},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4994487762451172},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.47751206159591675},{"id":"https://openalex.org/C42357961","wikidata":"https://www.wikidata.org/wiki/Q213363","display_name":"Open set","level":2,"score":0.44587212800979614},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4415450692176819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35219743847846985},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24610614776611328},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11694341897964478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3275743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10123937.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:69edff6d41214ac5bcc5694a5981d1f1","is_oa":true,"landing_page_url":"https://doaj.org/article/69edff6d41214ac5bcc5694a5981d1f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 48578-48592 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3275743","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275743","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10123937.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G521310048","display_name":null,"funder_award_id":"UBD/RSCH/1.18/FICBF(a)/2022/006","funder_id":"https://openalex.org/F4320311019","funder_display_name":"Universiti Brunei Darussalam"},{"id":"https://openalex.org/G7997077601","display_name":null,"funder_award_id":"RSCH/1","funder_id":"https://openalex.org/F4320311019","funder_display_name":"Universiti Brunei Darussalam"}],"funders":[{"id":"https://openalex.org/F4320311019","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376480448.pdf","grobid_xml":"https://content.openalex.org/works/W4376480448.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1977295328","https://openalex.org/W2101807845","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2119880843","https://openalex.org/W2144730066","https://openalex.org/W2158698691","https://openalex.org/W2467139031","https://openalex.org/W2531327146","https://openalex.org/W2617703913","https://openalex.org/W2894176037","https://openalex.org/W2895752198","https://openalex.org/W2897795150","https://openalex.org/W2901114541","https://openalex.org/W2904509905","https://openalex.org/W2914023516","https://openalex.org/W2963149653","https://openalex.org/W2963314614","https://openalex.org/W2963775347","https://openalex.org/W2963875483","https://openalex.org/W2963924212","https://openalex.org/W2965989958","https://openalex.org/W2973218493","https://openalex.org/W2982083293","https://openalex.org/W3012137532","https://openalex.org/W3018953709","https://openalex.org/W3022061250","https://openalex.org/W3095099350","https://openalex.org/W3102785203","https://openalex.org/W3106653142","https://openalex.org/W3114632476","https://openalex.org/W3124894877","https://openalex.org/W3134961575","https://openalex.org/W3135935488","https://openalex.org/W3172942063","https://openalex.org/W3177034761","https://openalex.org/W3186973095","https://openalex.org/W3190879149","https://openalex.org/W3195126467","https://openalex.org/W3199851520","https://openalex.org/W4221166731","https://openalex.org/W4226029274","https://openalex.org/W4226489086","https://openalex.org/W4292387575","https://openalex.org/W6600609147","https://openalex.org/W6728622933","https://openalex.org/W6732990564","https://openalex.org/W6777265123","https://openalex.org/W6786394082","https://openalex.org/W6789722080","https://openalex.org/W6791774990","https://openalex.org/W6799617189","https://openalex.org/W6809913471","https://openalex.org/W6811341590","https://openalex.org/W6842013815","https://openalex.org/W6929070279","https://openalex.org/W6929528611"],"related_works":["https://openalex.org/W2381457774","https://openalex.org/W4313233182","https://openalex.org/W4309570356","https://openalex.org/W3034998010","https://openalex.org/W4283819694","https://openalex.org/W4307413935","https://openalex.org/W2369921616","https://openalex.org/W2387644738","https://openalex.org/W4293744028","https://openalex.org/W4327768022"],"abstract_inverted_index":{"A":[0],"traditional":[1],"deep":[2,95],"neural":[3],"network-based":[4],"classifier":[5],"assumes":[6],"that":[7,157],"only":[8],"training":[9],"classes":[10,33,61,167],"appear":[11],"during":[12,37],"testing":[13],"in":[14,58,89,164,168],"closed-world":[15],"settings.":[16],"In":[17],"most":[18],"real-world":[19,117],"applications,":[20],"an":[21],"open-set":[22,56,71,120],"environment":[23],"is":[24],"more":[25],"realistic":[26],"than":[27],"a":[28,91,100,169,180],"conventional":[29],"approach":[30],"where":[31],"unseen":[32,166],"are":[34],"potentially":[35],"present":[36],"the":[38,45,48,110,124,173],"model\u2019s":[39],"lifetime.":[40],"Open-set":[41],"recognition":[42],"(OSR)":[43],"provides":[44],"model":[46],"with":[47,112,149],"capability":[49],"to":[50,129,141],"address":[51],"this":[52],"issue":[53],"by":[54],"reducing":[55],"risk,":[57],"which":[59,84],"unknown":[60],"could":[62,178],"be":[63],"recognized":[64],"as":[65],"known":[66],"classes.":[67],"Unfortunately,":[68],"many":[69],"proposed":[70,151],"techniques":[72,121,163],"evaluate":[73,146],"performance":[74,93,148],"using":[75,106,172],"\u201ctoy\u201d":[76],"datasets":[77],"and":[78,145,177],"do":[79],"not":[80],"consider":[81],"transfer":[82],"learning,":[83],"has":[85],"become":[86,179],"common":[87],"practice":[88],"deriving":[90],"strong":[92,181],"from":[94],"learning":[96],"models.":[97],"We":[98],"propose":[99],"quad-channel":[101,107],"contrastive":[102,113],"prototype":[103,114],"network":[104],"(QC-CPN)":[105],"views":[108],"of":[109,126],"input":[111],"loss":[115],"for":[116,183],"applications.":[118],"These":[119],"also":[122],"require":[123],"tuning":[125],"new":[127],"hyperparameters":[128,144],"justify":[130],"their":[131,147],"performance,":[132],"so":[133],"we":[134],"first":[135],"employ":[136],"evolutionary":[137],"simulated":[138],"annealing":[139],"(EvoSA)":[140],"find":[142],"good":[143],"our":[150],"approach.":[152],"The":[153],"comparison":[154],"results":[155],"show":[156],"QC-CPN":[158],"effectively":[159],"outperforms":[160],"other":[161],"state-of-the-art":[162],"rejecting":[165],"domain-specific":[170],"dataset":[171],"same":[174],"backbone":[175],"(MNetV3-Large)":[176],"baseline":[182],"future":[184],"study.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
