{"id":"https://openalex.org/W2757117395","doi":"https://doi.org/10.1007/978-3-319-68474-1_19","title":"On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique","display_name":"On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2757117395","doi":"https://doi.org/10.1007/978-3-319-68474-1_19","mag":"2757117395"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-68474-1_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-68474-1_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.itu.dk/portal/da/publications/4ff4fe1b-a40d-4ecf-81b4-d66131c72636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051055026","display_name":"Haukur P\u00e1lmason","orcid":null},"institutions":[{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":true,"raw_author_name":"Haukur P\u00e1lmason","raw_affiliation_strings":["Reykjav\u00edk University, Reykjavik, Iceland"],"affiliations":[{"raw_affiliation_string":"Reykjav\u00edk University, Reykjavik, Iceland","institution_ids":["https://openalex.org/I123185442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086391323","display_name":"Bj\u00f6rn \u00de\u00f3r J\u00f3nsson","orcid":"https://orcid.org/0000-0003-0889-3491"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]},{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["DK","IS"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn \u00de\u00f3r J\u00f3nsson","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark","Reykjav\u00edk University, Reykjavik, Iceland"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"Reykjav\u00edk University, Reykjavik, Iceland","institution_ids":["https://openalex.org/I123185442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112422144","display_name":"Laurent Amsaleg","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Amsaleg","raw_affiliation_strings":["CNRS\u2013IRISA, Rennes, France"],"affiliations":[{"raw_affiliation_string":"CNRS\u2013IRISA, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091259315","display_name":"Markus Schedl","orcid":"https://orcid.org/0000-0003-1706-3406"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Schedl","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079362815","display_name":"Peter Knees","orcid":"https://orcid.org/0000-0003-3906-1292"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Knees","raw_affiliation_strings":["TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051055026"],"corresponding_institution_ids":["https://openalex.org/I123185442"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0053,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88971615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"275","last_page":"283"},"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":0.9984999895095825,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9944000244140625,"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/computer-science","display_name":"Computer science","score":0.7895444631576538},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.7366045713424683},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6331759095191956},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.5790024995803833},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.5654749870300293},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5252190232276917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5037543177604675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4714718163013458},{"id":"https://openalex.org/keywords/best-bin-first","display_name":"Best bin first","score":0.4709870517253876},{"id":"https://openalex.org/keywords/large-margin-nearest-neighbor","display_name":"Large margin nearest neighbor","score":0.4629873037338257},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43399202823638916},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35143452882766724},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08383914828300476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7895444631576538},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.7366045713424683},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6331759095191956},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.5790024995803833},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.5654749870300293},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5252190232276917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5037543177604675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4714718163013458},{"id":"https://openalex.org/C161986146","wikidata":"https://www.wikidata.org/wiki/Q4896845","display_name":"Best bin first","level":3,"score":0.4709870517253876},{"id":"https://openalex.org/C94475309","wikidata":"https://www.wikidata.org/wiki/Q6489154","display_name":"Large margin nearest neighbor","level":3,"score":0.4629873037338257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43399202823638916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35143452882766724},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08383914828300476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-68474-1_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-68474-1_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire/4ff4fe1b-a40d-4ecf-81b4-d66131c72636","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/4ff4fe1b-a40d-4ecf-81b4-d66131c72636","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"P\u00e1lmason, H, J\u00f3nsson, B T, Amsaleg, L, Schedl, M & Knees, P 2017, On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. in C Beecks, F Borutta, P Kr\u00f6ger & T Seidl (eds), Proceedings of the International Conference on Similarity Search and Applications (SISAP). Springer, Munich, Germany, Lecture Notes in Computer Science, vol. 10609, pp. 275-283. https://doi.org/10.1007/978-3-319-68474-1_19","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/4ff4fe1b-a40d-4ecf-81b4-d66131c72636","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/4ff4fe1b-a40d-4ecf-81b4-d66131c72636","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"P\u00e1lmason, H, J\u00f3nsson, B T, Amsaleg, L, Schedl, M & Knees, P 2017, On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. in C Beecks, F Borutta, P Kr\u00f6ger & T Seidl (eds), Proceedings of the International Conference on Similarity Search and Applications (SISAP). Springer, Munich, Germany, Lecture Notes in Computer Science, vol. 10609, pp. 275-283. https://doi.org/10.1007/978-3-319-68474-1_19","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W64396020","https://openalex.org/W1878565453","https://openalex.org/W1950706092","https://openalex.org/W1965460773","https://openalex.org/W1985570011","https://openalex.org/W2020901563","https://openalex.org/W2058702651","https://openalex.org/W2099760476","https://openalex.org/W2124509324","https://openalex.org/W2133824856","https://openalex.org/W2137028279","https://openalex.org/W2155944992","https://openalex.org/W2159561775","https://openalex.org/W2163759924","https://openalex.org/W2166742463","https://openalex.org/W2167969117","https://openalex.org/W2171572695","https://openalex.org/W2178339699","https://openalex.org/W2293255527","https://openalex.org/W2394902776","https://openalex.org/W2468923260","https://openalex.org/W2515648830","https://openalex.org/W2604208443","https://openalex.org/W2901378411","https://openalex.org/W2912973966"],"related_works":["https://openalex.org/W4246757943","https://openalex.org/W2381195555","https://openalex.org/W2351157934","https://openalex.org/W2085998272","https://openalex.org/W2182477562","https://openalex.org/W1595303882","https://openalex.org/W2969538544","https://openalex.org/W2795392346","https://openalex.org/W2148008870","https://openalex.org/W2519241726"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}