{"id":"https://openalex.org/W4205991777","doi":"https://doi.org/10.1109/ist50367.2021.9651468","title":"A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers","display_name":"A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W4205991777","doi":"https://doi.org/10.1109/ist50367.2021.9651468"},"language":"en","primary_location":{"id":"doi:10.1109/ist50367.2021.9651468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist50367.2021.9651468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010618188","display_name":"Antonios Vogiatzis","orcid":"https://orcid.org/0000-0002-1756-4502"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Vogiatzis","raw_affiliation_strings":["School of ECE, Technical Univ. of Crete, Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, Technical Univ. of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029088756","display_name":"Georgios Chalkiadakis","orcid":"https://orcid.org/0000-0002-0716-2972"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Chalkiadakis","raw_affiliation_strings":["School of ECE, Technical Univ. of Crete, Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, Technical Univ. of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028930909","display_name":"Konstantia Moirogiorgou","orcid":"https://orcid.org/0000-0003-4826-6388"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantia Moirogiorgou","raw_affiliation_strings":["School of ECE, Technical Univ. of Crete, Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, Technical Univ. of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031391584","display_name":"Michalis Zervakis","orcid":"https://orcid.org/0000-0002-0705-631X"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michalis Zervakis","raw_affiliation_strings":["School of ECE, Technical Univ. of Crete, Chania, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, Technical Univ. of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","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/T11689","display_name":"Adversarial Robustness in Machine Learning","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9965000152587891,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9944000244140625,"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/class","display_name":"Class (philosophy)","score":0.7867513298988342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7503734827041626},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.7433403134346008},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.637570858001709},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5793957710266113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5385310649871826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42936721444129944},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42433348298072815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3429129123687744},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3360610008239746},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22205814719200134}],"concepts":[{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.7867513298988342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503734827041626},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.7433403134346008},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.637570858001709},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5793957710266113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5385310649871826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42936721444129944},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42433348298072815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3429129123687744},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3360610008239746},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22205814719200134},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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":1,"locations":[{"id":"doi:10.1109/ist50367.2021.9651468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist50367.2021.9651468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W571200655","https://openalex.org/W1506806321","https://openalex.org/W2014610539","https://openalex.org/W2025720061","https://openalex.org/W2101156862","https://openalex.org/W2194775991","https://openalex.org/W2338318698","https://openalex.org/W4243367342","https://openalex.org/W4296288933"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W3093339210","https://openalex.org/W2990774877","https://openalex.org/W3015037427"],"abstract_inverted_index":{"We":[0,120],"put":[1],"forward":[2],"a":[3,14,37,131],"generic":[4],"classification":[5,137],"architecture":[6],"of":[7,27,73,95,124],"independent":[8],"parallel":[9],"CNNs":[10],"that":[11,30,57],"explicitly":[12],"exploits":[13],"\u201cmutual":[15],"exclusivity\u201d":[16],"or":[17,66],"\u201cclassifiers\u2019":[18],"mutually":[19],"supported":[20],"decisions\u201d":[21],"property":[22,64],"underlying":[23],"many":[24,32],"dataset":[25,39,133],"domains":[26],"interest,":[28],"namely":[29],"in":[31,36,83],"cases":[33],"an":[34],"image":[35],"given":[38],"might":[40],"almost":[41],"unquestionably":[42],"belong":[43],"to":[44,107],"one":[45],"class":[46,97,115],"only.":[47],"Our":[48,88],"framework":[49,89],"incorporates":[50],"several":[51],"designed-to-purpose":[52],"opinion":[53],"aggregation":[54],"decision":[55],"rules":[56],"are":[58],"triggered":[59],"when":[60,99,113],"the":[61,78,122,135],"mutual":[62],"exclusivity":[63],"is":[65,67],"not":[68,118],"satisfied;":[69],"and":[70,102],"makes":[71],"use":[72],"\u201cweights\u201d":[74],"which":[75],"intuitively":[76],"mirror":[77],"confidence":[79],"each":[80],"CNN":[81],"has":[82],"identifying":[84],"its":[85],"corresponding":[86],"class.":[87],"can":[90],"thus":[91],"(a)":[92],"take":[93],"advantage":[94],"clear":[96,114],"boundaries":[98,116],"these":[100],"exist,":[101],"(b)":[103],"effectively":[104],"assign":[105],"items":[106],"classes":[108],"with":[109],"increased":[110],"confidence,":[111],"even":[112],"do":[117],"exist.":[119],"confirm":[121],"effectiveness":[123],"our":[125],"approach":[126],"via":[127],"experiments":[128],"conducted":[129],"on":[130],"well-known":[132],"from":[134],"waste":[136],"domain.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
