{"id":"https://openalex.org/W2555668463","doi":"https://doi.org/10.5281/zenodo.1179038","title":"Ml.Lib: Robust, Cross-Platform, Open-Source Machine Learning For Max And Pure Data","display_name":"Ml.Lib: Robust, Cross-Platform, Open-Source Machine Learning For Max And Pure Data","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2555668463","doi":"https://doi.org/10.5281/zenodo.1179038","mag":"2555668463"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.1179038","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1179038","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.1179038","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016585506","display_name":"Jamie Bullock","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bullock, Jamie","raw_affiliation_strings":["Birmingham Conservatoire#TAB#"],"affiliations":[{"raw_affiliation_string":"Birmingham Conservatoire#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079275314","display_name":"Ali Momeni","orcid":"https://orcid.org/0000-0001-9707-8290"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Momeni, Ali","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016585506"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0102,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.882106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9965000152587891,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9965000152587891,"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/T11309","display_name":"Music and Audio Processing","score":0.9909999966621399,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9901000261306763,"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":0.8129734992980957},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.6782759428024292},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4995567798614502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47036051750183105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44329044222831726},{"id":"https://openalex.org/keywords/maintainability","display_name":"Maintainability","score":0.43606311082839966},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4352298080921173},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.43089181184768677},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4291417598724365},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.34030747413635254},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24687203764915466},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2431977093219757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8129734992980957},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.6782759428024292},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4995567798614502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47036051750183105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44329044222831726},{"id":"https://openalex.org/C160713754","wikidata":"https://www.wikidata.org/wiki/Q1389965","display_name":"Maintainability","level":2,"score":0.43606311082839966},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4352298080921173},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.43089181184768677},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4291417598724365},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34030747413635254},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24687203764915466},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2431977093219757},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.1179038","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1179038","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2555668463","is_oa":false,"landing_page_url":"http://www.nime.org/proceedings/2015/nime2015_201.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306420611","display_name":"New Interfaces for Musical Expression","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"New Interfaces for Musical Expression","raw_type":null}],"best_oa_location":{"id":"doi:10.5281/zenodo.1179038","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1179038","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W148882126","https://openalex.org/W172974767","https://openalex.org/W1487013726","https://openalex.org/W1494846899","https://openalex.org/W1514400885","https://openalex.org/W1515617868","https://openalex.org/W1538529147","https://openalex.org/W1545496177","https://openalex.org/W1596790865","https://openalex.org/W1960489487","https://openalex.org/W1996249104","https://openalex.org/W2018030803","https://openalex.org/W2033754556","https://openalex.org/W2051806308","https://openalex.org/W2059322641","https://openalex.org/W2106469967","https://openalex.org/W2109018459","https://openalex.org/W2120080783","https://openalex.org/W2120202836","https://openalex.org/W2141349222","https://openalex.org/W2145727671","https://openalex.org/W2151889438","https://openalex.org/W2153635508","https://openalex.org/W2287649557","https://openalex.org/W2295089622","https://openalex.org/W2330655694","https://openalex.org/W2395679313","https://openalex.org/W2404134237"],"related_works":["https://openalex.org/W2151889438","https://openalex.org/W2161012827","https://openalex.org/W2918033599","https://openalex.org/W2963301897","https://openalex.org/W2623992906","https://openalex.org/W2980077985","https://openalex.org/W2797198882","https://openalex.org/W3169512395","https://openalex.org/W2884637572","https://openalex.org/W2268730392","https://openalex.org/W2579330355","https://openalex.org/W2567853407","https://openalex.org/W2992216616","https://openalex.org/W2183556176","https://openalex.org/W2340719674","https://openalex.org/W2154248236","https://openalex.org/W1490828233","https://openalex.org/W2539965101","https://openalex.org/W2942221627","https://openalex.org/W2094326051"],"abstract_inverted_index":{"This":[0],"paper":[1],"documents":[2],"the":[3,162],"development":[4],"of":[5,9,18,53,147],"ml.lib:":[6],"a":[7,15,35,45,50,145],"set":[8],"open-source":[10],"tools":[11],"designed":[12],"for":[13,64,169],"employing":[14],"wide":[16,51],"range":[17,52,146],"machine":[19,57,165],"learning":[20,58,102,166],"techniques":[21,63,103],"within":[22,67,84,104],"two":[23],"popular":[24,68],"real-time":[25,65],"programming":[26],"environments,":[27],"namely":[28],"Max":[29,170],"and":[30,56,74,81,99,116,132,138,158,171],"Pure":[31,172],"Data.":[32,173],"ml.lib":[33,60,88,142],"is":[34],"cross-platform,":[36],"lightweight":[37],"wrapper":[38],"around":[39],"Nick":[40],"Gillian's":[41],"Gesture":[42],"Recognition":[43],"Toolkit,":[44],"C++":[46],"library":[47],"that":[48],"includes":[49],"data":[54],"processing":[55],"techniques.":[59],"adapts":[61],"these":[62],"use":[66],"data-flow":[69],"IDEs,":[70],"allowing":[71],"instrument":[72],"designers":[73],"performers":[75],"to":[76,93,96,129,143],"integrate":[77],"robust":[78],"learning,":[79],"classification":[80],"mapping":[82],"approaches":[83],"their":[85],"existing":[86],"workflows.":[87],"has":[89,120,140],"been":[90,121],"carefully":[91],"de-signed":[92],"allow":[94],"users":[95],"experiment":[97],"with":[98,109],"incorporate":[100],"ma-chine":[101],"an":[105],"interactive":[106],"arts":[107],"context":[108],"minimal":[110],"prior":[111],"knowledge.":[112],"A":[113,134],"simple,":[114],"logical":[115],"consistent,":[117],"scalable":[118],"interface":[119],"provided":[122],"across":[123],"over":[124],"sixteen":[125],"exter-nals":[126],"in":[127],"order":[128],"maximize":[130],"learnability":[131],"discoverability.":[133],"focus":[135],"on":[136],"portability":[137],"maintainability":[139],"enabled":[141],"support":[144],"computing":[148],"architectures---including":[149],"ARM---and":[150],"operating":[151],"systems":[152],"such":[153],"as":[154],"Mac":[155],"OS,":[156],"GNU/Linux":[157],"Win-dows,":[159],"making":[160],"it":[161],"most":[163],"comprehensive":[164],"implementation":[167],"available":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
