{"id":"https://openalex.org/W2167969117","doi":"https://doi.org/10.1007/s10994-006-9019-7","title":"Aggregate features and ADABOOST for music classification","display_name":"Aggregate features and ADABOOST for music classification","publication_year":2006,"publication_date":"2006-06-30","ids":{"openalex":"https://openalex.org/W2167969117","doi":"https://doi.org/10.1007/s10994-006-9019-7","mag":"2167969117"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-006-9019-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-006-9019-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-006-9019-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-006-9019-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057264590","display_name":"James Bergstra","orcid":null},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"James Bergstra","raw_affiliation_strings":["Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047134953","display_name":"Norman Casagrande","orcid":null},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Norman Casagrande","raw_affiliation_strings":["Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084125668","display_name":"Dumitru Erhan","orcid":"https://orcid.org/0000-0001-7650-1475"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dumitru Erhan","raw_affiliation_strings":["Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055592482","display_name":"Douglas Eck","orcid":null},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas Eck","raw_affiliation_strings":["Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada","institution_ids":["https://openalex.org/I70931966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051459492","display_name":"Bal\u00e1zs K\u00e9gl","orcid":"https://orcid.org/0000-0001-5610-1060"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bal\u00e1zs K\u00e9gl","raw_affiliation_strings":["Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Montreal, Montreal, Quebec, H3C 3J7, Canada","institution_ids":["https://openalex.org/I70931966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057264590"],"corresponding_institution_ids":["https://openalex.org/I70931966"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":13.5418,"has_fulltext":true,"cited_by_count":276,"citation_normalized_percentile":{"value":0.99300954,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"65","issue":"2-3","first_page":"473","last_page":"484"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9966999888420105,"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":0.9957000017166138,"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/adaboost","display_name":"AdaBoost","score":0.7859240770339966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429101467132568},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6186407208442688},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5992975831031799},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5659777522087097},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5504056215286255},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.5227125883102417},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44031086564064026},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40264877676963806},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3216501474380493},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.2534372806549072}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7859240770339966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429101467132568},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6186407208442688},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5992975831031799},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5659777522087097},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5504056215286255},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.5227125883102417},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44031086564064026},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40264877676963806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3216501474380493},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.2534372806549072},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10994-006-9019-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-006-9019-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-006-9019-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.117.640","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informatik.uni-freiburg.de/~ml/teaching/ss07/MLDMApps/papers/musicology/2006_ml_draft.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.119.3877","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.119.3877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iro.umontreal.ca/~eckdoug/papers/2006_ml_draft.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.70.9119","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.70.9119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.iro.umontreal.ca/~kegl/research/publications/bergstraCasagrandeErhanEckKegl06.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inria-00176062v1","is_oa":false,"landing_page_url":"https://inria.hal.science/inria-00176062","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, 2006","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s10994-006-9019-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-006-9019-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-006-9019-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8284766523","display_name":null,"funder_award_id":"(NSERC)","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320321747","display_name":"Fonds Qu\u00e9b\u00e9cois de la Recherche sur la Nature et les Technologies","ror":"https://ror.org/00b9f9778"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2167969117.pdf","grobid_xml":"https://content.openalex.org/works/W2167969117.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W22549796","https://openalex.org/W48943499","https://openalex.org/W1480544121","https://openalex.org/W1508121828","https://openalex.org/W1554663460","https://openalex.org/W1562529351","https://openalex.org/W1607425652","https://openalex.org/W1797428404","https://openalex.org/W1861213619","https://openalex.org/W1966264494","https://openalex.org/W1988790447","https://openalex.org/W2032210760","https://openalex.org/W2060895888","https://openalex.org/W2097807493","https://openalex.org/W2099760476","https://openalex.org/W2117717972","https://openalex.org/W2119821739","https://openalex.org/W2126410803","https://openalex.org/W2133824856","https://openalex.org/W2134746435","https://openalex.org/W2136564616","https://openalex.org/W2140266719","https://openalex.org/W2140304104","https://openalex.org/W2155776568","https://openalex.org/W2159561775","https://openalex.org/W2912934387","https://openalex.org/W3021310968","https://openalex.org/W3045007984","https://openalex.org/W4285719527","https://openalex.org/W4388297464","https://openalex.org/W6602025118","https://openalex.org/W6808111085","https://openalex.org/W6821113053","https://openalex.org/W7046519267"],"related_works":["https://openalex.org/W2002351707","https://openalex.org/W2035096001","https://openalex.org/W4293699968","https://openalex.org/W4312843811","https://openalex.org/W2923621274","https://openalex.org/W2327035729","https://openalex.org/W4210778126","https://openalex.org/W3112414093","https://openalex.org/W4210319752","https://openalex.org/W2101918547"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":28},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":29},{"year":2012,"cited_by_count":12}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}