{"id":"https://openalex.org/W4313435214","doi":"https://doi.org/10.3390/s23010009","title":"Novel Meta-Learning Techniques for the Multiclass Image Classification Problem","display_name":"Novel Meta-Learning Techniques for the Multiclass Image Classification Problem","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4313435214","doi":"https://doi.org/10.3390/s23010009","pmid":"https://pubmed.ncbi.nlm.nih.gov/36616606"},"language":"en","primary_location":{"id":"doi:10.3390/s23010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010009","pdf_url":"https://www.mdpi.com/1424-8220/23/1/9/pdf?version=1672202200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/1/9/pdf?version=1672202200","any_repository_has_fulltext":true},"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":true,"raw_author_name":"Antonios Vogiatzis","raw_affiliation_strings":["School of ECE, Technical University of Crete, 731 00 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE, Technical University of Crete, 731 00 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082825684","display_name":"Stavros Orfanoudakis","orcid":"https://orcid.org/0000-0002-0767-9488"},"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":"Stavros Orfanoudakis","raw_affiliation_strings":["School of ECE, Technical University of Crete, 731 00 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE, Technical University of Crete, 731 00 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 University of Crete, 731 00 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE, Technical University of Crete, 731 00 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 University of Crete, 731 00 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE, Technical University of Crete, 731 00 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 University of Crete, 731 00 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE, Technical University of Crete, 731 00 Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010618188"],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8274,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78273564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"1","first_page":"9","last_page":"9"},"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":0.9983000159263611,"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":0.9983000159263611,"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":0.9973999857902527,"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":0.9918000102043152,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5946146845817566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5612300634384155},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.5509169101715088},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46872270107269287},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4595694839954376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39892929792404175},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2030814290046692}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5946146845817566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5612300634384155},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.5509169101715088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46872270107269287},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4595694839954376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39892929792404175},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2030814290046692}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010009","pdf_url":"https://www.mdpi.com/1424-8220/23/1/9/pdf?version=1672202200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36616606","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36616606","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:2185710ce1a34d03b21a5c6e0fd31e24","is_oa":true,"landing_page_url":"https://doaj.org/article/2185710ce1a34d03b21a5c6e0fd31e24","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 1, p 9 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/1/9/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23010009","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 23; Issue 1; Pages: 9","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9824698","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9824698","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23010009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23010009","pdf_url":"https://www.mdpi.com/1424-8220/23/1/9/pdf?version=1672202200","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313435214.pdf","grobid_xml":"https://content.openalex.org/works/W4313435214.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1967684610","https://openalex.org/W2097089247","https://openalex.org/W2108598243","https://openalex.org/W2141125852","https://openalex.org/W2146194630","https://openalex.org/W2170505850","https://openalex.org/W2194775991","https://openalex.org/W2240326247","https://openalex.org/W2585528949","https://openalex.org/W2592232824","https://openalex.org/W2734403860","https://openalex.org/W2789758093","https://openalex.org/W2970602317","https://openalex.org/W3009073662","https://openalex.org/W3012522686","https://openalex.org/W3014813097","https://openalex.org/W3019878896","https://openalex.org/W3038588235","https://openalex.org/W3135959923","https://openalex.org/W3152825441","https://openalex.org/W3157898411","https://openalex.org/W4205991777","https://openalex.org/W4206503907","https://openalex.org/W4232478844","https://openalex.org/W4280635582","https://openalex.org/W4286277844","https://openalex.org/W4286277949","https://openalex.org/W6631190155","https://openalex.org/W6680007464","https://openalex.org/W6683481412","https://openalex.org/W6683508613"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"Multiclass":[0],"image":[1,210],"classification":[2,81,155,194,211],"is":[3],"a":[4,89,177,203],"complex":[5],"task":[6,161],"that":[7,43,87,175],"has":[8],"been":[9],"thoroughly":[10],"investigated":[11],"in":[12,101,110],"the":[13,27,36,49,56,66,76,97,102,128,139,153,159,167,170,181,199],"past.":[14],"Decomposition-based":[15],"strategies":[16],"are":[17,82,148,186],"commonly":[18],"employed":[19],"to":[20,48,65,138],"address":[21],"it.":[22],"Typically,":[23],"these":[24],"methods":[25,60,73,147,201],"divide":[26],"original":[28,50],"problem":[29],"into":[30,162],"smaller,":[31],"potentially":[32],"simpler":[33],"problems,":[34],"allowing":[35],"application":[37],"of":[38,58,79,91,99,141,169,176,192],"numerous":[39],"well-established":[40],"learning":[41,108],"algorithms":[42],"may":[44],"not":[45],"apply":[46],"directly":[47],"task.":[51],"This":[52],"work":[53],"focuses":[54],"on":[55,124,188],"efficiency":[57],"decomposition-based":[59,111],"and":[61,165],"proposes":[62],"several":[63],"improvements":[64],"meta-learning":[67,184],"level.":[68],"In":[69,196],"this":[70],"paper,":[71],"four":[72,189],"for":[74,113,119,151],"optimizing":[75],"ensemble":[77],"phase":[78,104],"multiclass":[80,114,178],"introduced.":[83],"The":[84,116],"first":[85],"demonstrates":[86],"employing":[88],"mixture":[90],"experts":[92],"scheme":[93],"can":[94],"drastically":[95],"reduce":[96],"number":[98,140],"operations":[100],"training":[103,135],"by":[105,157],"eliminating":[106],"redundant":[107],"processes":[109],"techniques":[112,185],"problems.":[115],"second":[117],"technique":[118],"combining":[120],"learner-based":[121],"outcomes":[122],"relies":[123],"Bayes'":[125],"theorem.":[126],"Combining":[127],"Bayes":[129],"rule":[130],"with":[131,174],"arbitrary":[132],"decompositions":[133],"reduces":[134],"complexity":[136],"relative":[137],"classifiers":[142],"even":[143],"further.":[144],"Two":[145],"additional":[146],"also":[149],"proposed":[150,182,200],"increasing":[152],"final":[154],"accuracy":[156,205],"decomposing":[158],"initial":[160],"smaller":[163],"ones":[164],"ensembling":[166],"output":[168],"base":[171],"learners":[172],"along":[173],"classifier.":[179],"Finally,":[180],"novel":[183],"evaluated":[187],"distinct":[190],"datasets":[191],"varying":[193],"difficulty.":[195],"every":[197],"case,":[198],"present":[202],"substantial":[204],"improvement":[206],"over":[207],"existing":[208],"traditional":[209],"techniques.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}