{"id":"https://openalex.org/W2113600673","doi":"https://doi.org/10.4304/jsw.6.8.1452-1459","title":"The Application of SOFM Fuzzy Neural Network in Project Cost Estimate","display_name":"The Application of SOFM Fuzzy Neural Network in Project Cost Estimate","publication_year":2011,"publication_date":"2011-08-11","ids":{"openalex":"https://openalex.org/W2113600673","doi":"https://doi.org/10.4304/jsw.6.8.1452-1459","mag":"2113600673"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.6.8.1452-1459","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.6.8.1452-1459","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-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/A5101581683","display_name":"Wenfeng Feng","orcid":"https://orcid.org/0000-0002-4085-6896"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"WenFeng Feng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067942864","display_name":"Wenjuan Zhu","orcid":"https://orcid.org/0000-0003-2724-4825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"WenJuan Zhu","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101581683"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.14209428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9811999797821045,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9715999960899353,"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/computer-science","display_name":"Computer science","score":0.9268573522567749},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6111852526664734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5245097875595093},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5182940363883972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46799060702323914},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4143974781036377},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3691558241844177},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.19964545965194702}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9268573522567749},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6111852526664734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5245097875595093},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5182940363883972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46799060702323914},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4143974781036377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3691558241844177},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.19964545965194702}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.6.8.1452-1459","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.6.8.1452-1459","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.550000011920929,"display_name":"No poverty"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W44465109","https://openalex.org/W1999380910","https://openalex.org/W2059227292","https://openalex.org/W2090690741","https://openalex.org/W2097460058","https://openalex.org/W2124290836","https://openalex.org/W2416056664","https://openalex.org/W6716369506"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2391251536","https://openalex.org/W4286629047","https://openalex.org/W2465918047","https://openalex.org/W2362198218","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2375008505","https://openalex.org/W2086348228","https://openalex.org/W2350679292"],"abstract_inverted_index":{"Applications":[0],"of":[1,16,64,88],"neural":[2,25,42,67,110],"network":[3,26,68,111],"were":[4],"widely":[5],"used":[6],"in":[7,116],"construct":[8,70,135],"project":[9,71,136],"cost":[10,72,137],"estimate.":[11,138],"Aim":[12],"at":[13],"handling":[14,134],"weakness":[15],"poor":[17,57],"convergence":[18,58],"and":[19,59,95,121,126],"insufficient":[20,60],"forecast,":[21],"an":[22],"improved":[23],"fuzzy":[24,41,66,109],"method":[27,45],"based":[28],"on":[29],"SOFM":[30,50,108],"(self-organizing":[31],"feature":[32],"map)":[33],"was":[34,82,105],"proposed":[35],"to":[36,48,51],"replace":[37],"the":[38,53,80,86,100,118],"fashionable":[39],"T-S":[40,65],"network.":[43],"The":[44],"illustrated":[46],"how":[47],"apply":[49],"improve":[52],"fault":[54],"such":[55],"as":[56],"forecast.":[61],"After":[62],"optimizing":[63],"model,":[69],"estimate":[73],"model":[74,81,130],"had":[75,112],"been":[76],"built":[77],"up.":[78],"Finally,":[79],"set":[83],"up":[84],"with":[85],"purpose":[87],"comparing":[89],"generalization":[90],"ability":[91],"by":[92],"18":[93],"examples":[94],"2":[96],"testing":[97],"samples.":[98],"Comparing":[99],"simulation,":[101],"a":[102,113],"positive":[103],"result":[104],"found":[106],"that":[107],"better":[114],"performance":[115],"reducing":[117],"forecast":[119],"error":[120],"iterating":[122],"times":[123],"than":[124],"BP,":[125],"GA-BP.":[127],"Therefore,":[128],"this":[129],"is":[131],"fit":[132],"for":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
