{"id":"https://openalex.org/W1510089261","doi":"https://doi.org/10.1109/icsm.2004.1357862","title":"A neuro-fuzzy tool for software estimation","display_name":"A neuro-fuzzy tool for software estimation","publication_year":2004,"publication_date":"2004-12-23","ids":{"openalex":"https://openalex.org/W1510089261","doi":"https://doi.org/10.1109/icsm.2004.1357862","mag":"1510089261"},"language":"en","primary_location":{"id":"doi:10.1109/icsm.2004.1357862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2004.1357862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"20th IEEE International Conference on Software Maintenance, 2004. Proceedings.","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/A5102943715","display_name":"Xishi Huang","orcid":"https://orcid.org/0000-0003-4639-663X"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I4210141720","display_name":"Motorola (Canada)","ror":"https://ror.org/047zhzq42","country_code":"CA","type":"company","lineage":["https://openalex.org/I1333370159","https://openalex.org/I4210141720"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"X. Huang","raw_affiliation_strings":["Toronto Design Center, Motorola Canada Limited, Canada","Western Ontario Univ., Canada"],"affiliations":[{"raw_affiliation_string":"Toronto Design Center, Motorola Canada Limited, Canada","institution_ids":["https://openalex.org/I4210141720"]},{"raw_affiliation_string":"Western Ontario Univ., Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072824702","display_name":"Danny Ho","orcid":"https://orcid.org/0000-0002-3748-6345"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]},{"id":"https://openalex.org/I1333370159","display_name":"Motorola (United States)","ror":"https://ror.org/01hafxd32","country_code":"US","type":"company","lineage":["https://openalex.org/I1333370159"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"D. Ho","raw_affiliation_strings":["University of Western Ontario, Canada","Motorola Canada Ltd"],"affiliations":[{"raw_affiliation_string":"University of Western Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Motorola Canada Ltd","institution_ids":["https://openalex.org/I1333370159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098494340","display_name":"J. Renand","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J. Renand","raw_affiliation_strings":["University of Western Ontario"],"affiliations":[{"raw_affiliation_string":"University of Western Ontario","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043333026","display_name":"Luiz Fernando Capretz","orcid":"https://orcid.org/0000-0001-6966-2369"},"institutions":[{"id":"https://openalex.org/I4210141720","display_name":"Motorola (Canada)","ror":"https://ror.org/047zhzq42","country_code":"CA","type":"company","lineage":["https://openalex.org/I1333370159","https://openalex.org/I4210141720"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"L.F. Capretz","raw_affiliation_strings":["Toronto Design Center, Motorola Canada Limited, Canada","University of Western Ontario"],"affiliations":[{"raw_affiliation_string":"Toronto Design Center, Motorola Canada Limited, Canada","institution_ids":["https://openalex.org/I4210141720"]},{"raw_affiliation_string":"University of Western Ontario","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102943715"],"corresponding_institution_ids":["https://openalex.org/I125749732","https://openalex.org/I4210141720"],"apc_list":null,"apc_paid":null,"fwci":2.3672,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.90685787,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"520","last_page":"520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.993399977684021,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9929999709129333,"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":0.8074281811714172},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5796507000923157},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5787425637245178},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5731644630432129},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5513052940368652},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5342041254043579},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5076669454574585},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5069244503974915},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4808979034423828},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4789029657840729},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.4711797535419464},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.4605954885482788},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4355073571205139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3848726451396942},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.32725411653518677},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3174688220024109},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08481913805007935},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08267337083816528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074281811714172},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5796507000923157},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5787425637245178},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5731644630432129},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5513052940368652},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5342041254043579},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5076669454574585},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5069244503974915},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4808979034423828},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4789029657840729},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.4711797535419464},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4605954885482788},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4355073571205139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3848726451396942},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.32725411653518677},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3174688220024109},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08481913805007935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08267337083816528},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"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/icsm.2004.1357862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2004.1357862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"20th IEEE International Conference on Software Maintenance, 2004. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1537033052","https://openalex.org/W2127209331","https://openalex.org/W2259005471","https://openalex.org/W6692652336"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W3014179099","https://openalex.org/W2022223561","https://openalex.org/W2785395359","https://openalex.org/W3089083001","https://openalex.org/W1549951490","https://openalex.org/W2916359391","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635"],"abstract_inverted_index":{"Accurate":[0],"software":[1,17,119],"estimation":[2,8],"such":[3],"as":[4],"cost":[5],"estimation,":[6],"quality":[7],"and":[9,46],"risk":[10],"analysis":[11],"is":[12,101],"a":[13,22,34,59,89,98],"major":[14],"issue":[15],"in":[16],"project":[18,106],"management.":[19],"We":[20,31],"present":[21],"soft":[23],"computing":[24],"framework":[25,74,111],"to":[26,39,62,71,117],"tackle":[27],"this":[28],"challenging":[29],"problem.":[30],"first":[32],"use":[33,58],"preprocessing":[35],"neuro-fuzzy":[36,60],"inference":[37],"system":[38],"handle":[40],"the":[41,48,51,64,110],"dependencies":[42],"among":[43],"contributing":[44,52,67],"factors":[45,53],"decouple":[47],"effects":[49],"of":[50,66,79,84],"into":[54,75],"individuals.":[55],"Then":[56],"we":[57,87],"bank":[61],"calibrate":[63],"parameters":[65],"factors.":[68],"In":[69],"order":[70],"extend":[72],"our":[73],"fields":[76],"that":[77,93,109],"lack":[78],"an":[80],"appropriate":[81],"algorithmic":[82,91],"model":[83,92,100],"their":[85],"own,":[86],"propose":[88],"default":[90],"can":[94],"be":[95],"replaced":[96],"when":[97,115],"better":[99],"available.":[102],"Validation":[103],"using":[104],"industry":[105],"data":[107],"shows":[108],"produces":[112],"good":[113],"results":[114],"used":[116],"predict":[118],"cost.":[120]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}