{"id":"https://openalex.org/W1895254346","doi":"https://doi.org/10.3233/ida-140675","title":"A probabilistic methodology for multilabel classification","display_name":"A probabilistic methodology for multilabel classification","publication_year":2014,"publication_date":"2014-07-16","ids":{"openalex":"https://openalex.org/W1895254346","doi":"https://doi.org/10.3233/ida-140675","mag":"1895254346"},"language":"en","primary_location":{"id":"doi:10.3233/ida-140675","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-140675","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","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/A5000459620","display_name":"Alfonso E. Romero","orcid":"https://orcid.org/0000-0001-8855-5569"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alfonso E. Romero","raw_affiliation_strings":["Centre for Systems and Synthetic Biology, and Department of Computer Science, Royal Holloway, University of London, Egham, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Systems and Synthetic Biology, and Department of Computer Science, Royal Holloway, University of London, Egham, UK","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053339158","display_name":"Luis M. de Campos","orcid":"https://orcid.org/0000-0001-9125-1195"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis M. de Campos","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, E.T.S.I. Inform\u00e1tica y de Telecomunicaci\u00f3n, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, E.T.S.I. Inform\u00e1tica y de Telecomunicaci\u00f3n, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000459620"],"corresponding_institution_ids":["https://openalex.org/I184558857"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79353738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"18","issue":"5","first_page":"911","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9628999829292297,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.6704734563827515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5223163962364197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4824007749557495},{"id":"https://openalex.org/keywords/probabilistic-classification","display_name":"Probabilistic classification","score":0.4320324957370758},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35653483867645264},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34325122833251953},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.13819736242294312},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.13097110390663147}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6704734563827515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5223163962364197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4824007749557495},{"id":"https://openalex.org/C189119545","wikidata":"https://www.wikidata.org/wiki/Q5128022","display_name":"Probabilistic classification","level":4,"score":0.4320324957370758},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35653483867645264},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34325122833251953},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.13819736242294312},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.13097110390663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-140675","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-140675","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W66588809","https://openalex.org/W146125889","https://openalex.org/W1507852567","https://openalex.org/W1550206324","https://openalex.org/W1570448133","https://openalex.org/W1618905105","https://openalex.org/W1753402186","https://openalex.org/W1979495886","https://openalex.org/W1990182801","https://openalex.org/W2005422315","https://openalex.org/W2023492421","https://openalex.org/W2061351061","https://openalex.org/W2071664212","https://openalex.org/W2088920469","https://openalex.org/W2100696764","https://openalex.org/W2110264407","https://openalex.org/W2118020653","https://openalex.org/W2129414564","https://openalex.org/W2131848854","https://openalex.org/W2145827727","https://openalex.org/W2146241755","https://openalex.org/W2149684865","https://openalex.org/W2150102617","https://openalex.org/W2153635508","https://openalex.org/W2161824996","https://openalex.org/W2163293471","https://openalex.org/W2165766797","https://openalex.org/W2166183437","https://openalex.org/W2166985665","https://openalex.org/W2188400996","https://openalex.org/W2966207845","https://openalex.org/W3015464002","https://openalex.org/W3153661842"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W2033914206","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Multilabel":[0],"classification":[1],"is":[2,31],"a":[3],"relatively":[4],"recent":[5],"subfield":[6],"of":[7,29],"machine":[8],"learning.":[9],"Unlike":[10],"to":[11,33],"the":[12],"classical":[13],"approach,":[14],"where":[15],"instances":[16],"are":[17],"labeled":[18],"with":[19],"only":[20],"one":[21],"category,":[22],"in":[23],"multilabel":[24],"classification,":[25],"an":[26,35],"arbitrary":[27],"number":[28],"categories":[30],"chosen":[32],"label":[34]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
