{"id":"https://openalex.org/W2115566858","doi":"https://doi.org/10.1109/icsmc.2009.5346380","title":"Nearest-neighborhood linear regression in an application with software effort estimation","display_name":"Nearest-neighborhood linear regression in an application with software effort estimation","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2115566858","doi":"https://doi.org/10.1109/icsmc.2009.5346380","mag":"2115566858"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346380","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 Systems, Man and Cybernetics","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/A5033757008","display_name":"Luciana Q. Leal","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Luciana Q. Leal","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110467386","display_name":"Roberta A.A. Fagundes","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roberta A.A. Fagundes","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056928312","display_name":"Renata M.C.R. de Souza","orcid":"https://orcid.org/0000-0002-2849-1273"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renata M.C.R. de Souza","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022901220","display_name":"Hermano Perrelli de Moura","orcid":"https://orcid.org/0000-0001-5992-2171"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hermano P. Moura","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033006976","display_name":"Cristine Martins Gomes de Gusm\u00e3o","orcid":"https://orcid.org/0000-0001-8831-217X"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristine M.G. Gusmao","raw_affiliation_strings":["Departamento de Sistemas de Computa\u00e7\u00e3o, Escola Polit\u00e9cnica de Engenharia Universidade Estadual de Pernambuco, Recife - PE, Brazil","Departamento de Sistemas de Computa\u00e7\u00e3o, Escola Polit\u00e9cnica de Engenharia, Universidade Estadual de Pernambuco, Recife - PE, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Sistemas de Computa\u00e7\u00e3o, Escola Polit\u00e9cnica de Engenharia Universidade Estadual de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I71437568"]},{"raw_affiliation_string":"Departamento de Sistemas de Computa\u00e7\u00e3o, Escola Polit\u00e9cnica de Engenharia, Universidade Estadual de Pernambuco, Recife - PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033757008"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":1.4806,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88624928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5030","last_page":"5034"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9993000030517578,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10923","display_name":"Force Microscopy Techniques and Applications","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6736714839935303},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.57963627576828},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5585644841194153},{"id":"https://openalex.org/keywords/proper-linear-model","display_name":"Proper linear model","score":0.5276773571968079},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5176320672035217},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.511216402053833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5053966045379639},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48519542813301086},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4751988649368286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4682784080505371},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44182658195495605},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41490650177001953},{"id":"https://openalex.org/keywords/bayesian-multivariate-linear-regression","display_name":"Bayesian multivariate linear regression","score":0.2934608459472656},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22060683369636536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14589223265647888}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736714839935303},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.57963627576828},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5585644841194153},{"id":"https://openalex.org/C32224588","wikidata":"https://www.wikidata.org/wiki/Q7250175","display_name":"Proper linear model","level":4,"score":0.5276773571968079},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5176320672035217},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.511216402053833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5053966045379639},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48519542813301086},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4751988649368286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4682784080505371},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44182658195495605},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41490650177001953},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.2934608459472656},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22060683369636536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14589223265647888},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2009.5346380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346380","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 Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W45362603","https://openalex.org/W409166618","https://openalex.org/W1987979080","https://openalex.org/W2075848956","https://openalex.org/W2094198523","https://openalex.org/W2104615423","https://openalex.org/W2131378644","https://openalex.org/W2159919030"],"related_works":["https://openalex.org/W1519288722","https://openalex.org/W31220157","https://openalex.org/W2379898021","https://openalex.org/W267133670","https://openalex.org/W2376794814","https://openalex.org/W3216594821","https://openalex.org/W1915333409","https://openalex.org/W4226066678","https://openalex.org/W2288557197","https://openalex.org/W2363493500"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"nearest-neighborhood":[3],"linear":[4],"regression":[5,47],"methods":[6,48],"in":[7],"a":[8,35],"statistical":[9],"view":[10],"of":[11,17,27],"learning":[12],"and":[13],"present":[14],"an":[15],"application":[16],"these":[18],"models":[19,29],"to":[20],"software":[21,38],"project":[22,39],"effort":[23],"estimation.":[24],"The":[25],"usefulness":[26],"the":[28],"is":[30,61],"highlighted":[31],"through":[32],"experiments":[33],"with":[34,45],"well-known":[36],"NASA":[37],"data":[40],"set.":[41],"A":[42],"comparative":[43],"study":[44],"global":[46],"such":[49],"as":[50],"bagging":[51],"predictors,":[52],"support":[53],"vector":[54],"regression,":[55],"radial":[56],"basis":[57],"functions":[58],"neural":[59],"networks":[60],"also":[62],"introduced.":[63]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}