{"id":"https://openalex.org/W2145174161","doi":"https://doi.org/10.1109/icpr.2014.488","title":"Multiple One-Class Classifier Combination for Multi-class Classification","display_name":"Multiple One-Class Classifier Combination for Multi-class Classification","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2145174161","doi":"https://doi.org/10.1109/icpr.2014.488","mag":"2145174161"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2014.488","doi":"https://doi.org/10.1109/icpr.2014.488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2014.488","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Pattern Recognition","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5024916356","display_name":"Bilal Hadjadji","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bilal Hadjadji","raw_affiliation_strings":["Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065021759","display_name":"Youcef Chibani","orcid":"https://orcid.org/0000-0002-7957-7456","observed_orcids":["https://orcid.org/0000-0002-7957-7456"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Youcef Chibani","raw_affiliation_strings":["Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046891545","display_name":"Yasmine Guerbai","orcid":"https://orcid.org/0000-0002-8962-2185","observed_orcids":["https://orcid.org/0000-0002-8962-2185"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Yasmine Guerbai","raw_affiliation_strings":["Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Computer Science, University of Science and Technology Houari Boumediene (USTHB), Bab Ezzouar, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"Speech Commun. & Signal Process. Lab., Univ. of Sci. & Technol. Houari Boumediene (USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157169809"],"apc_list":null,"apc_paid":null,"fwci":0.1896,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.32155054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2832","last_page":"2837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.4000999927520752,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.4000999927520752,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.1476999968290329,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.11649999767541885,"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/one-class-classifiers","display_name":"one-class classifiers","score":0.9190000295639038},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"multi-class classification","score":0.9419999718666077},{"id":"https://openalex.org/keywords/ensemble-classifiers","display_name":"ensemble classifiers","score":0.9010000228881836},{"id":"https://openalex.org/keywords/classifier-combination","display_name":"classifier combination","score":0.6830000281333923},{"id":"https://openalex.org/keywords/combination-rules","display_name":"combination rules","score":0.8339999914169312},{"id":"https://openalex.org/keywords/open-world-learning","display_name":"open-world learning","score":0.5149999856948853}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7300940752029419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.712300181388855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6630033254623413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5069108605384827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4883803725242615},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4222952425479889},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4068417251110077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2014.488","doi":"https://doi.org/10.1109/icpr.2014.488","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2014.488","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 22nd International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"mag:2953000490","doi":null,"is_oa":false,"landing_page_url":"https://vixra.org/pdf/1411.0420v1.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2883122597","display_name":"viXra","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"viXra","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W188409594","https://openalex.org/W1488833649","https://openalex.org/W1494223030","https://openalex.org/W1503432700","https://openalex.org/W1506281249","https://openalex.org/W1514182922","https://openalex.org/W2055178087","https://openalex.org/W2083793682","https://openalex.org/W2097458404","https://openalex.org/W2100659887","https://openalex.org/W2111734525","https://openalex.org/W2116025399","https://openalex.org/W2132870739","https://openalex.org/W2140685796","https://openalex.org/W2142354000","https://openalex.org/W2155867588","https://openalex.org/W2158869137","https://openalex.org/W2161151719","https://openalex.org/W2799061466","https://openalex.org/W2982720039","https://openalex.org/W3112020351","https://openalex.org/W4244494905"],"related_works":["https://openalex.org/W2733190730","https://openalex.org/W2162957394","https://openalex.org/W3179947397","https://openalex.org/W80095652","https://openalex.org/W2232381307","https://openalex.org/W4406714623","https://openalex.org/W4396819414","https://openalex.org/W4288068377","https://openalex.org/W7120317787","https://openalex.org/W2061237952"],"abstract_inverted_index":{"The":[0],"One-Class":[1],"Classifier":[2,71],"(OCC)":[3],"has":[4],"been":[5],"widely":[6],"used":[7],"for":[8,19,118,149],"solving":[9],"the":[10,38,41,57,61,83,93,115,130,134,140,146,153,158],"one-class":[11],"and":[12,26,59,157],"multi-class":[13,20,42,50],"classification":[14,43],"problems.":[15],"Its":[16],"main":[17],"advantage":[18,63],"is":[21,75,85,97],"offering":[22],"an":[23],"open":[24],"system":[25,138],"therefore":[27],"allows":[28],"easily":[29],"extending":[30,37],"new":[31],"classes":[32],"without":[33],"retraining":[34],"OCCs.":[35],"However,":[36],"OCC":[39],"to":[40,48,55],"achieves":[44,145],"less":[45],"accuracy":[46,58],"comparatively":[47],"other":[49],"classifiers.":[51],"Hence,":[52],"in":[53,66],"order":[54],"improve":[56],"keep":[60],"offered":[62],"we":[64,106],"propose":[65,107],"this":[67,104],"paper":[68,105],"a":[69,108],"Multiple":[70],"System":[72],"(MCS),":[73],"which":[74],"composed":[76],"of":[77,80,133],"different":[78],"types":[79],"OCC.":[81],"Usually,":[82],"combination":[84,101],"performed":[86],"using":[87],"fixed":[88],"or":[89],"trained":[90],"rules.":[91,162],"Generally,":[92],"static":[94,159],"weighted":[95,110,142,160],"average":[96,111,143,161],"considered":[98],"as":[99],"straightforward":[100],"rule.":[102],"In":[103],"dynamic":[109,141],"rule":[112,144],"that":[113],"calculates":[114],"appropriate":[116],"weights":[117],"each":[119],"test":[120],"sample.":[121],"Experimental":[122],"results":[123,148],"conducted":[124],"on":[125],"several":[126],"real-world":[127],"datasets":[128,151],"proves":[129],"effective":[131],"use":[132],"proposed":[135],"multiple":[136],"classifier":[137],"where":[139],"best":[147],"most":[150],"versus":[152],"mean,":[154],"max,":[155],"product":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}