{"id":"https://openalex.org/W2293337560","doi":"https://doi.org/10.18293/seke2015-125","title":"A Framework Based on Learning Techniques for Decision-making in Self-adaptive Software","display_name":"A Framework Based on Learning Techniques for Decision-making in Self-adaptive Software","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2293337560","doi":"https://doi.org/10.18293/seke2015-125","mag":"2293337560"},"language":"en","primary_location":{"id":"doi:10.18293/seke2015-125","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-125","pdf_url":"https://doi.org/10.18293/seke2015-125","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2015-125","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033912438","display_name":"Frank Jos\u00e9 Affonso","orcid":"https://orcid.org/0000-0002-5784-6248"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Frank Jos\u00e9 Affonso","raw_affiliation_strings":["Dept. of Statistics, Applied Mathematics and Computation Univ Estadual Paulista -UNESP Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. of Statistics, Applied Mathematics and Computation Univ Estadual Paulista -UNESP Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030671229","display_name":"Gustavo Leite","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gustavo Leite","raw_affiliation_strings":["Dept. of Statistics, Applied Mathematics and Computation Univ Estadual Paulista -UNESP Rio Claro, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. of Statistics, Applied Mathematics and Computation Univ Estadual Paulista -UNESP Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002814904","display_name":"Rafael Oliveira","orcid":"https://orcid.org/0000-0002-1312-8682"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210153843","display_name":"Instituto do Sono","ror":"https://ror.org/053n8e896","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I4210153843"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael A. P. Oliveira","raw_affiliation_strings":["Dept. of Computer Systems University of So Paulo -USP So Carlos, SP, Brazil","Dept. of Computer Systems University of S\u00e3o Paulo -USP S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Systems University of So Paulo -USP So Carlos, SP, Brazil","institution_ids":["https://openalex.org/I4210153843"]},{"raw_affiliation_string":"Dept. of Computer Systems University of S\u00e3o Paulo -USP S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051850325","display_name":"Elisa Yumi Nakagawa","orcid":"https://orcid.org/0000-0002-7754-4298"},"institutions":[{"id":"https://openalex.org/I4210153843","display_name":"Instituto do Sono","ror":"https://ror.org/053n8e896","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I4210153843"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elisa Yumi Nakagawa","raw_affiliation_strings":["Dept. of Computer Systems University of So Paulo -USP So Carlos, SP, Brazil","Dept. of Computer Systems University of S\u00e3o Paulo -USP S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Systems University of So Paulo -USP So Carlos, SP, Brazil","institution_ids":["https://openalex.org/I4210153843"]},{"raw_affiliation_string":"Dept. of Computer Systems University of S\u00e3o Paulo -USP S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030671229"],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":1.7804,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89335027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2015","issue":null,"first_page":"24","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9986000061035156,"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/T10260","display_name":"Software Engineering Research","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7715576887130737},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4187990427017212},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.417331337928772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4053025543689728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3433101177215576},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11813575029373169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7715576887130737},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4187990427017212},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.417331337928772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4053025543689728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3433101177215576},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11813575029373169}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18293/seke2015-125","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-125","pdf_url":"https://doi.org/10.18293/seke2015-125","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.unesp.br:11449/178035","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/178035","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.18293/seke2015-125","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2015-125","pdf_url":"https://doi.org/10.18293/seke2015-125","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1950316668","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G3331681876","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3601516360","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4600047395","display_name":null,"funder_award_id":"FAPESP","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5079005330","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G692611148","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320325879","display_name":"Universidade Estadual Paulista","ror":"https://ror.org/00987cb86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2293337560.pdf","grobid_xml":"https://content.openalex.org/works/W2293337560.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1488213719","https://openalex.org/W1565377632","https://openalex.org/W1573807423","https://openalex.org/W1649645444","https://openalex.org/W1938740620","https://openalex.org/W1964164789","https://openalex.org/W1978184239","https://openalex.org/W2013437002","https://openalex.org/W2018538061","https://openalex.org/W2040923512","https://openalex.org/W2042944586","https://openalex.org/W2043258212","https://openalex.org/W2055504431","https://openalex.org/W2057143752","https://openalex.org/W2110447529","https://openalex.org/W2126531423","https://openalex.org/W2142178032","https://openalex.org/W2142416285","https://openalex.org/W2154663323","https://openalex.org/W2158849671","https://openalex.org/W2163784380","https://openalex.org/W2166559705","https://openalex.org/W2482589566","https://openalex.org/W2907251206","https://openalex.org/W2947020922","https://openalex.org/W2980711094","https://openalex.org/W6634207911","https://openalex.org/W6655209067","https://openalex.org/W6945246211"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W3209574120"],"abstract_inverted_index":{"The":[0,169],"development":[1],"of":[2,17,29,63,91,127,135,151,176,185,194],"Self-adaptive":[3],"Software":[4],"(SaS)":[5],"presents":[6,98],"specific":[7],"innovative":[8],"features":[9],"compared":[10],"to":[11,45,73,87,110,147,181,187,206],"traditional":[12],"ones":[13],"since":[14,39,76],"this":[15,123,136],"type":[16],"software":[18,195],"constantly":[19],"deals":[20],"with":[21,84],"structural":[22],"and/or":[23],"behavioral":[24],"changes":[25],"at":[26],"runtime.":[27],"Capabilities":[28],"human":[30,56,94],"administration":[31],"are":[32],"showing":[33],"a":[34,60,68,99,128,157,161],"decrease":[35],"in":[36,71,138],"relative":[37],"effectiveness,":[38],"some":[40],"tasks":[41],"have":[42,65,155,171],"been":[43],"difficult":[44],"manage":[46],"introducing":[47],"potential":[48],"problems,":[49],"such":[50,77],"as":[51,67],"change":[52],"management":[53,74],"and":[54,105,191,197,201],"simple":[55],"error.":[57],"Self-healing":[58],"systems,":[59,196],"system":[61,78],"class":[62],"SaS,":[64],"emerged":[66],"feasible":[69],"solution":[70],"contrast":[72],"complexity,":[75],"often":[79],"combines":[80],"machine":[81],"learning":[82,103],"techniques":[83,104],"control":[85,107],"loops":[86],"reduce":[88],"the":[89,106,112,133,149,188],"number":[90],"situations":[92],"requiring":[93],"intervention.":[95],"This":[96],"paper":[97,137],"framework":[100,124],"based":[101],"on":[102],"loop":[108],"(MAPE-K)":[109],"support":[111],"decision-making":[113],"activity":[114],"for":[115,144,165],"SaS.":[116],"In":[117],"addition,":[118],"it":[119],"is":[120,125],"noteworthy":[121],"that":[122],"part":[126],"wider":[129],"project":[130,182],"developed":[131],"by":[132],"authors":[134],"previous":[139],"work":[140],"(i.e.,":[141],"reference":[142],"architecture":[143],"SaS":[145,189],"Aiming":[146],"present":[148],"viability":[150],"our":[152],"framework,":[153],"we":[154],"conducted":[156],"case":[158],"study":[159],"using":[160],"flight":[162],"plan":[163],"module":[164],"Unmanned":[166],"Aerial":[167],"Vehicles.":[168],"results":[170],"shown":[172],"an":[173],"environment":[174],"accuracy":[175],"about":[177],"80%,":[178],"enabling":[179,198],"us":[180],"good":[183],"perspectives":[184],"contribution":[186],"area":[190],"other":[192],"domains":[193],"knowledge":[199],"sharing":[200],"technology":[202],"transfer":[203],"from":[204],"academia":[205],"industry.":[207]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
