{"id":"https://openalex.org/W2402283990","doi":"https://doi.org/10.1145/2659118.2659141","title":"Evaluation of neural networks for software development effort estimation using a new criterion","display_name":"Evaluation of neural networks for software development effort estimation using a new criterion","publication_year":2014,"publication_date":"2014-09-17","ids":{"openalex":"https://openalex.org/W2402283990","doi":"https://doi.org/10.1145/2659118.2659141","mag":"2402283990"},"language":"en","primary_location":{"id":"doi:10.1145/2659118.2659141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2659118.2659141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2659118.2659141?download=true","source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2659118.2659141?download=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079593310","display_name":"S. K. Pillai","orcid":null},"institutions":[{"id":"https://openalex.org/I96797292","display_name":"Noorul Islam University","ror":"https://ror.org/01y2gf490","country_code":"IN","type":"education","lineage":["https://openalex.org/I96797292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. K. Pillai","raw_affiliation_strings":["Noorul Islam University, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Noorul Islam University, Tamilnadu, India","institution_ids":["https://openalex.org/I96797292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066597197","display_name":"M. K. Jeyakumar","orcid":"https://orcid.org/0000-0001-9703-4685"},"institutions":[{"id":"https://openalex.org/I96797292","display_name":"Noorul Islam University","ror":"https://ror.org/01y2gf490","country_code":"IN","type":"education","lineage":["https://openalex.org/I96797292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. K. Jeyakumar","raw_affiliation_strings":["Noorul Islam University, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Noorul Islam University, Tamilnadu, India","institution_ids":["https://openalex.org/I96797292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96797292"],"apc_list":null,"apc_paid":null,"fwci":0.8206,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85446248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":"5","first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9983999729156494,"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":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.9922999739646912,"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/T12676","display_name":"Machine Learning and ELM","score":0.9812999963760376,"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/citation","display_name":"Citation","score":0.8248836994171143},{"id":"https://openalex.org/keywords/islam","display_name":"Islam","score":0.6375585198402405},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5703262090682983},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46630680561065674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44955524802207947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36829674243927},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34771448373794556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25637590885162354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22667476534843445},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1792980432510376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15716248750686646},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.09902986884117126}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.8248836994171143},{"id":"https://openalex.org/C4445939","wikidata":"https://www.wikidata.org/wiki/Q432","display_name":"Islam","level":2,"score":0.6375585198402405},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5703262090682983},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46630680561065674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44955524802207947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36829674243927},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34771448373794556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25637590885162354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22667476534843445},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1792980432510376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15716248750686646},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09902986884117126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2659118.2659141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2659118.2659141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2659118.2659141?download=true","source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/2659118.2659141","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2659118.2659141","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2659118.2659141?download=true","source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1537033052","https://openalex.org/W1541789800","https://openalex.org/W1963925578","https://openalex.org/W1968797178","https://openalex.org/W1993717606","https://openalex.org/W2006198120","https://openalex.org/W2037664399","https://openalex.org/W2052829789","https://openalex.org/W2082969037","https://openalex.org/W2087958197","https://openalex.org/W2097670073","https://openalex.org/W2104236502","https://openalex.org/W2104615423","https://openalex.org/W2111072639","https://openalex.org/W2125791732","https://openalex.org/W2131378644","https://openalex.org/W2138428785","https://openalex.org/W2139357103","https://openalex.org/W2149723649","https://openalex.org/W2162442014","https://openalex.org/W2163851162","https://openalex.org/W2167365327","https://openalex.org/W2184990502","https://openalex.org/W4241945909"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2386387936","https://openalex.org/W2394386606","https://openalex.org/W2914402367","https://openalex.org/W2338700700","https://openalex.org/W2104185553","https://openalex.org/W2314842851","https://openalex.org/W2349968655","https://openalex.org/W2247439228","https://openalex.org/W2497983338"],"abstract_inverted_index":{"research-article":[0],"Share":[1],"on":[2,104],"Evaluation":[3],"of":[4],"neural":[5],"networks":[6],"for":[7],"software":[8],"development":[9],"effort":[10],"estimation":[11],"using":[12],"a":[13,90,122],"new":[14],"criterion":[15],"Authors:":[16],"S.":[17],"K.":[18,33],"Pillai":[19],"Noorul":[20,25,35,40],"Islam":[21,26,36,41],"University,":[22,27,37,42],"Tamilnadu,":[23,28,38,43],"India":[24,39],"IndiaView":[29,44],"Profile":[30,45],",":[31],"M.":[32],"Jeyakumar":[34],"Authors":[46],"Info":[47],"&":[48],"Claims":[49],"ACM":[50],"SIGSOFT":[51],"Software":[52],"Engineering":[53],"NotesVolume":[54],"39Issue":[55],"5September":[56],"2014":[57],"pp":[58],"1\u20136https://doi.org/10.1145/2659118.2659141Published:17":[59],"September":[60],"2014Publication":[61],"History":[62],"1citation82DownloadsMetricsTotal":[63],"Citations1Total":[64],"Downloads82Last":[65],"12":[66],"Months5Last":[67],"6":[68],"weeks1":[69],"Get":[70],"Citation":[71,73,110],"AlertsNew":[72,109],"Alert":[74],"added!This":[75],"alert":[76,101],"has":[77,96],"been":[78,97],"successfully":[79],"added":[80],"and":[81],"will":[82,86],"be":[83,87],"sent":[84],"to:You":[85],"notified":[88],"whenever":[89],"record":[91],"that":[92],"you":[93],"have":[94],"chosen":[95],"cited.To":[98],"manage":[99],"your":[100,115],"preferences,":[102],"click":[103],"the":[105],"button":[106],"below.Manage":[107],"my":[108],"Alert!Please":[111],"log":[112],"in":[113],"to":[114,118,120],"account":[116],"Save":[117],"BinderSave":[119],"BinderCreate":[121],"New":[123],"BinderNameCancelCreateExport":[124],"CitationPublisher":[125],"SiteGet":[126],"Access":[127]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
