{"id":"https://openalex.org/W2736779372","doi":"https://doi.org/10.18178/ijmlc.2016.6.2.587","title":"Music Genre Classification Using Feature Subset Search","display_name":"Music Genre Classification Using Feature Subset Search","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2736779372","doi":"https://doi.org/10.18178/ijmlc.2016.6.2.587","mag":"2736779372"},"language":"en","primary_location":{"id":"doi:10.18178/ijmlc.2016.6.2.587","doi":"https://doi.org/10.18178/ijmlc.2016.6.2.587","is_oa":true,"landing_page_url":"https://doi.org/10.18178/ijmlc.2016.6.2.587","pdf_url":"http://www.ijmlc.org/vol6/587-L025.pdf","source":{"id":"https://openalex.org/S2764849349","display_name":"International Journal of Machine Learning and Computing","issn_l":"2010-3700","issn":["2010-3700"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Computing","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2736779372"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.ijmlc.org/vol6/587-L025.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030324053","display_name":"Jihae Yoon","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jihae Yoon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101844562","display_name":"Hyunki Lim","orcid":"https://orcid.org/0000-0002-3741-5010","observed_orcids":["https://orcid.org/0000-0002-3741-5010"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyunki Lim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100764464","display_name":"Dae\u2010Won Kim","orcid":"https://orcid.org/0000-0001-7124-1141","observed_orcids":["https://orcid.org/0000-0001-7124-1141"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dae-Won Kim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4601,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.64191793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"6","issue":"2","first_page":"134","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/music-genre-classification","display_name":"music genre classification","score":0.984000027179718},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8119999766349792},{"id":"https://openalex.org/keywords/acoustic-characteristics","display_name":"acoustic features","score":0.671999990940094},{"id":"https://openalex.org/keywords/genre-recognition","display_name":"genre recognition","score":0.6330000162124634},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"music information retrieval","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8985964059829712},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.59629887342453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4926195740699768},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4358510971069336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41258031129837036},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3848161995410919},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07493036985397339},{"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:10.18178/ijmlc.2016.6.2.587","doi":"https://doi.org/10.18178/ijmlc.2016.6.2.587","is_oa":true,"landing_page_url":"https://doi.org/10.18178/ijmlc.2016.6.2.587","pdf_url":"http://www.ijmlc.org/vol6/587-L025.pdf","source":{"id":"https://openalex.org/S2764849349","display_name":"International Journal of Machine Learning and Computing","issn_l":"2010-3700","issn":["2010-3700"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.18178/ijmlc.2016.6.2.587","doi":"https://doi.org/10.18178/ijmlc.2016.6.2.587","is_oa":true,"landing_page_url":"https://doi.org/10.18178/ijmlc.2016.6.2.587","pdf_url":"http://www.ijmlc.org/vol6/587-L025.pdf","source":{"id":"https://openalex.org/S2764849349","display_name":"International Journal of Machine Learning and Computing","issn_l":"2010-3700","issn":["2010-3700"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2736779372.pdf","grobid_xml":"https://content.openalex.org/works/W2736779372.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1614273937","https://openalex.org/W1826029799","https://openalex.org/W1835965142","https://openalex.org/W1942724189","https://openalex.org/W1968656651","https://openalex.org/W2022468810","https://openalex.org/W2036603454","https://openalex.org/W2061403897","https://openalex.org/W2101315546","https://openalex.org/W2128196382","https://openalex.org/W2146434609","https://openalex.org/W2153719147","https://openalex.org/W2154053567","https://openalex.org/W2182797402"],"related_works":["https://openalex.org/W6991135818","https://openalex.org/W3208120588","https://openalex.org/W2104619451","https://openalex.org/W4311785922","https://openalex.org/W2096262458","https://openalex.org/W7162027777","https://openalex.org/W1605746305","https://openalex.org/W2014868662","https://openalex.org/W2585731795","https://openalex.org/W2539510042"],"abstract_inverted_index":{"With":[0],"the":[1,7,15,32,63,70,76],"growing":[2],"number":[3,23,57],"of":[4,24,58],"digital":[5],"music,":[6],"automatic":[8],"genre":[9,33,71],"recognition":[10,72],"problem":[11],"has":[12],"been":[13],"receiving":[14],"spotlight":[16],"in":[17],"music":[18],"retrieval":[19],"information":[20],"field.A":[21],"large":[22,56],"musical":[25,59],"acoustic":[26],"features":[27],"are":[28],"reported":[29],"to":[30,38,68,75],"degrade":[31],"classification":[34],"performance":[35],"and":[36],"lead":[37],"heavy":[39],"computational":[40],"cost.In":[41],"this":[42],"paper,":[43],"we":[44],"propose":[45],"a":[46,55],"new":[47],"method":[48,65],"for":[49],"selecting":[50],"genre-discriminative":[51],"feature":[52],"subset":[53],"from":[54],"features.We":[60],"show":[61],"that":[62],"proposed":[64],"is":[66],"able":[67],"improve":[69],"accuracy":[73],"compared":[74],"traditional":[77],"selection":[78],"method.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-07-31T00:00:00"}