{"id":"https://openalex.org/W2159814641","doi":"https://doi.org/10.1109/fuzzy.2009.5277047","title":"Evolutionary hypernetworks for learning to generate music from examples","display_name":"Evolutionary hypernetworks for learning to generate music from examples","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2159814641","doi":"https://doi.org/10.1109/fuzzy.2009.5277047","mag":"2159814641"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-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/A5100330209","display_name":"Hyun-Woo Kim","orcid":"https://orcid.org/0000-0002-9286-6164"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyun-Woo Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Byoung-Hee Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byoung-Hee Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050928023","display_name":"Byoung\u2010Tak Zhang","orcid":"https://orcid.org/0000-0001-9890-0389"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byoung-Tak Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Seoul National University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100330209"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":0.3571,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.61518568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9987000226974487,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9984999895095825,"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/melody","display_name":"Melody","score":0.8108619451522827},{"id":"https://openalex.org/keywords/evolutionary-music","display_name":"Evolutionary music","score":0.754422664642334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6770729422569275},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6230133771896362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5984600186347961},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5971486568450928},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5649403929710388},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5343140363693237},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45341193675994873},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44249463081359863},{"id":"https://openalex.org/keywords/fraction","display_name":"Fraction (chemistry)","score":0.42564627528190613},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.3636096119880676},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33063772320747375},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.15526962280273438},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.11730960011482239},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.11432412266731262},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09037056565284729},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.07259640097618103}],"concepts":[{"id":"https://openalex.org/C43803900","wikidata":"https://www.wikidata.org/wiki/Q170412","display_name":"Melody","level":3,"score":0.8108619451522827},{"id":"https://openalex.org/C157741563","wikidata":"https://www.wikidata.org/wiki/Q5418712","display_name":"Evolutionary music","level":5,"score":0.754422664642334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770729422569275},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6230133771896362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5984600186347961},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5971486568450928},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5649403929710388},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5343140363693237},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45341193675994873},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44249463081359863},{"id":"https://openalex.org/C149629883","wikidata":"https://www.wikidata.org/wiki/Q660926","display_name":"Fraction (chemistry)","level":2,"score":0.42564627528190613},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.3636096119880676},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33063772320747375},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.15526962280273438},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.11730960011482239},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.11432412266731262},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09037056565284729},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.07259640097618103},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.8457","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.8457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bi.snu.ac.kr/~scai/Publications/Conferences/International/FUZZ_IEEE09_HWKim.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1556886304","https://openalex.org/W1558876551","https://openalex.org/W1972684956","https://openalex.org/W2030511115","https://openalex.org/W2046513060","https://openalex.org/W2062030044","https://openalex.org/W2063114259","https://openalex.org/W2089876151","https://openalex.org/W2110644158","https://openalex.org/W2118512514","https://openalex.org/W2123316636","https://openalex.org/W2133820971","https://openalex.org/W2137619888","https://openalex.org/W2142821922","https://openalex.org/W2142996485","https://openalex.org/W2154184095","https://openalex.org/W2174443198","https://openalex.org/W6633376872","https://openalex.org/W6633396040","https://openalex.org/W6679783772","https://openalex.org/W6682495255"],"related_works":["https://openalex.org/W2262534660","https://openalex.org/W2700390682","https://openalex.org/W2514348589","https://openalex.org/W2026918478","https://openalex.org/W2980033274","https://openalex.org/W2348559559","https://openalex.org/W1573864769","https://openalex.org/W27866687","https://openalex.org/W2489997402","https://openalex.org/W4255921774"],"abstract_inverted_index":{"Evolutionary":[0],"hypernetworks":[1],"(EHNs)":[2],"are":[3],"recently":[4],"introduced":[5],"models":[6],"for":[7],"learning":[8],"higher-order":[9],"probabilistic":[10],"relations":[11],"of":[12,58,74,86,106],"data":[13],"by":[14,49],"an":[15,63],"evolutionary":[16],"self-organizing":[17],"process.":[18],"We":[19],"present":[20],"a":[21,54,72,79,104],"method":[22,82],"that":[23,108],"enables":[24],"EHNs":[25],"to":[26,43],"learn":[27],"and":[28,34,41,61],"generate":[29,44],"music":[30,45,55,69,91],"from":[31],"examples.":[32],"Short-term":[33],"long-term":[35],"sequential":[36],"patterns":[37],"can":[38,102],"be":[39],"extracted":[40],"combined":[42],"with":[46],"various":[47],"styles":[48],"our":[50],"method.":[51],"Based":[52],"on":[53],"corpus":[56],"consisting":[57],"several":[59],"genres":[60],"artists,":[62],"EHN":[64],"generates":[65],"genre-specific":[66],"or":[67],"artist-dependent":[68],"fragments":[70],"when":[71],"fraction":[73],"score":[75],"is":[76],"given":[77],"as":[78],"cue.":[80],"Our":[81],"shows":[83],"about":[84],"88%":[85],"success":[87],"rate":[88],"in":[89,97,112],"partial":[90],"completion":[92],"task.":[93],"By":[94],"inspecting":[95],"hyperedges":[96],"the":[98],"trained":[99],"hypernetworks,":[100],"we":[101],"extract":[103],"set":[105],"arguments":[107],"constitutes":[109],"melodic":[110],"structures":[111],"music.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
