{"id":"https://openalex.org/W2029972622","doi":"https://doi.org/10.1017/s0956796804005301","title":"Models for machine learning and data mining in functional programming","display_name":"Models for machine learning and data mining in functional programming","publication_year":2004,"publication_date":"2004-12-08","ids":{"openalex":"https://openalex.org/W2029972622","doi":"https://doi.org/10.1017/s0956796804005301","mag":"2029972622"},"language":"en","primary_location":{"id":"doi:10.1017/s0956796804005301","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796804005301","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/0E075DBAAD53F0868560C3DD93698440/S0956796804005301a.pdf/div-class-title-models-for-machine-learning-and-data-mining-in-functional-programming-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/0E075DBAAD53F0868560C3DD93698440/S0956796804005301a.pdf/div-class-title-models-for-machine-learning-and-data-mining-in-functional-programming-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065385022","display_name":"Lloyd Allison","orcid":"https://orcid.org/0000-0002-9020-3164"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"LLOYD ALLISON","raw_affiliation_strings":["School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia 3800 (e-mail:","School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia 3800 (e-mail: lloyd@bruce.cs.monash.edu.au)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia 3800 (e-mail:","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"School of Computer Science and Software Engineering, Monash University, Clayton, Victoria, Australia 3800 (e-mail: lloyd@bruce.cs.monash.edu.au)","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065385022"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":2.6905,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9196351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"1","first_page":"15","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.9855999946594238,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8794759511947632},{"id":"https://openalex.org/keywords/haskell","display_name":"Haskell","score":0.8053333759307861},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5819041132926941},{"id":"https://openalex.org/keywords/functional-programming","display_name":"Functional programming","score":0.543201208114624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5424081087112427},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.47565266489982605},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4728189706802368},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.46253445744514465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35188376903533936},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3285084068775177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8794759511947632},{"id":"https://openalex.org/C2780624054","wikidata":"https://www.wikidata.org/wiki/Q34010","display_name":"Haskell","level":3,"score":0.8053333759307861},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5819041132926941},{"id":"https://openalex.org/C42383842","wikidata":"https://www.wikidata.org/wiki/Q193076","display_name":"Functional programming","level":2,"score":0.543201208114624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5424081087112427},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.47565266489982605},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4728189706802368},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.46253445744514465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35188376903533936},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3285084068775177},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0956796804005301","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796804005301","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/0E075DBAAD53F0868560C3DD93698440/S0956796804005301a.pdf/div-class-title-models-for-machine-learning-and-data-mining-in-functional-programming-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/s0956796804005301","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0956796804005301","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/0E075DBAAD53F0868560C3DD93698440/S0956796804005301a.pdf/div-class-title-models-for-machine-learning-and-data-mining-in-functional-programming-div.pdf","source":{"id":"https://openalex.org/S12266929","display_name":"Journal of Functional Programming","issn_l":"0956-7968","issn":["0956-7968","1469-7653"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Functional Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2029972622.pdf","grobid_xml":"https://content.openalex.org/works/W2029972622.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W159185672","https://openalex.org/W170307911","https://openalex.org/W175031066","https://openalex.org/W1513618424","https://openalex.org/W1570256083","https://openalex.org/W1594279870","https://openalex.org/W1864487875","https://openalex.org/W1990495631","https://openalex.org/W1999905104","https://openalex.org/W2015245929","https://openalex.org/W2020580827","https://openalex.org/W2026831454","https://openalex.org/W2029972622","https://openalex.org/W2058815839","https://openalex.org/W2062950667","https://openalex.org/W2110381504","https://openalex.org/W2113018255","https://openalex.org/W2125055259","https://openalex.org/W2156243284","https://openalex.org/W2166822586","https://openalex.org/W2411921399","https://openalex.org/W2993383518","https://openalex.org/W3083113686","https://openalex.org/W4242212377","https://openalex.org/W4301880108"],"related_works":["https://openalex.org/W1602185604","https://openalex.org/W2132325017","https://openalex.org/W1671914757","https://openalex.org/W1966969028","https://openalex.org/W2112263414","https://openalex.org/W2493130382","https://openalex.org/W2145738007","https://openalex.org/W2971609332","https://openalex.org/W2110095505","https://openalex.org/W2779713464"],"abstract_inverted_index":{"The":[0,50,65],"functional":[1],"programming":[2,74],"language":[3],"Haskell":[4],"and":[5,13,20,25,30,47,61,63,73],"its":[6],"type":[7],"system":[8],"are":[9,35],"used":[10],"to":[11,40,68],"define":[12],"analyse":[14],"the":[15],"nature":[16],"of":[17,71,79],"some":[18],"problems":[19],"tools":[21],"in":[22,43],"machine":[23],"learning":[24],"data":[26],"mining.":[27],"Data":[28],"types":[29],"type-classes":[31],"for":[32],"statistical":[33,51],"models":[34,39,52],"developed":[36],"that":[37],"allow":[38],"be":[41],"manipulated":[42],"a":[44],"precise,":[45],"type-safe":[46],"flexible":[48],"way.":[49],"considered":[53],"include":[54],"probability":[55],"distributions,":[56],"mixture":[57],"models,":[58,76],"function-models,":[59],"time-series,":[60],"classification-":[62],"function-model-trees.":[64],"aim":[66],"is":[67],"improve":[69],"ways":[70],"designing":[72],"with":[75],"not":[77],"only":[78],"applying":[80],"them.":[81]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
