{"id":"https://openalex.org/W2059608995","doi":"https://doi.org/10.1061/(asce)0887-3801(2010)24:1(35)","title":"Integrating Neurofuzzy System with Conceptual Cost Estimation to Discover Cost-Related Knowledge from Residential Construction Projects","display_name":"Integrating Neurofuzzy System with Conceptual Cost Estimation to Discover Cost-Related Knowledge from Residential Construction Projects","publication_year":2009,"publication_date":"2009-12-22","ids":{"openalex":"https://openalex.org/W2059608995","doi":"https://doi.org/10.1061/(asce)0887-3801(2010)24:1(35)","mag":"2059608995"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)0887-3801(2010)24:1(35)","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)0887-3801(2010)24:1(35)","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","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/A5064998664","display_name":"Wen\u2010der Yu","orcid":"https://orcid.org/0000-0002-4724-4745"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wen-der Yu","raw_affiliation_strings":["A. James Clark Chair Professor, Dept. of Civil and Environmental Engineering, 1188 Glenn L. Martin Hall, Univ. of Maryland, College Park, MD 20742-3021; presently, Member, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences; Foreign Member, Russian Academy of Engineering","Professor, Institute of Construction Management, Chung Hua Univ., 707, Wu-Fu Rd., Sec. 2, Tung-Shiang, Shiang-Sang, Hsinchu 30012, Taiwan (corresponding author)"],"affiliations":[{"raw_affiliation_string":"A. James Clark Chair Professor, Dept. of Civil and Environmental Engineering, 1188 Glenn L. Martin Hall, Univ. of Maryland, College Park, MD 20742-3021; presently, Member, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences; Foreign Member, Russian Academy of Engineering","institution_ids":[]},{"raw_affiliation_string":"Professor, Institute of Construction Management, Chung Hua Univ., 707, Wu-Fu Rd., Sec. 2, Tung-Shiang, Shiang-Sang, Hsinchu 30012, Taiwan (corresponding author)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037363327","display_name":"Miros\u0142aw J. Skibniewski","orcid":"https://orcid.org/0000-0002-7102-753X"},"institutions":[{"id":"https://openalex.org/I4210106329","display_name":"Russian Engineering Academy","ror":"https://ror.org/01fvvak72","country_code":"RU","type":"other","lineage":["https://openalex.org/I4210106329"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Miros\u0142aw J. Skibniewski","raw_affiliation_strings":["A. James Clark Chair Professor, Dept. of Civil and Environmental Engineering, 1188 Glenn L. Martin Hall, Univ. of Maryland, College Park, MD 20742-3021; presently, Member, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences; Foreign Member, Russian Academy of Engineering","Professor, Institute of Construction Management, Chung Hua Univ., 707, Wu-Fu Rd., Sec. 2, Tung-Shiang, Shiang-Sang, Hsinchu 30012, Taiwan (corresponding author)","Foreign Member, Russian Academy of Engineering"],"affiliations":[{"raw_affiliation_string":"A. James Clark Chair Professor, Dept. of Civil and Environmental Engineering, 1188 Glenn L. Martin Hall, Univ. of Maryland, College Park, MD 20742-3021; presently, Member, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences; Foreign Member, Russian Academy of Engineering","institution_ids":[]},{"raw_affiliation_string":"Professor, Institute of Construction Management, Chung Hua Univ., 707, Wu-Fu Rd., Sec. 2, Tung-Shiang, Shiang-Sang, Hsinchu 30012, Taiwan (corresponding author)","institution_ids":[]},{"raw_affiliation_string":"Foreign Member, Russian Academy of Engineering","institution_ids":["https://openalex.org/I4210106329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064998664"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8724,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.7973776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"35","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9753999710083008,"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/T10320","display_name":"Neural Networks and Applications","score":0.9753999710083008,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9718000292778015,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9545999765396118,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cost-estimate","display_name":"Cost estimate","score":0.6756362915039062},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.599923312664032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5523425936698914},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5423505902290344},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4609203338623047},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45923078060150146},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4375927746295929},{"id":"https://openalex.org/keywords/conceptual-design","display_name":"Conceptual design","score":0.41209641098976135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3394436836242676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3018907904624939},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2909564971923828},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.17207127809524536}],"concepts":[{"id":"https://openalex.org/C93983250","wikidata":"https://www.wikidata.org/wiki/Q795053","display_name":"Cost estimate","level":2,"score":0.6756362915039062},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.599923312664032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5523425936698914},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5423505902290344},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4609203338623047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45923078060150146},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4375927746295929},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.41209641098976135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3394436836242676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3018907904624939},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2909564971923828},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.17207127809524536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)0887-3801(2010)24:1(35)","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)0887-3801(2010)24:1(35)","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W37058475","https://openalex.org/W1531110464","https://openalex.org/W1576064560","https://openalex.org/W1968752331","https://openalex.org/W1975279733","https://openalex.org/W1992176519","https://openalex.org/W2007163879","https://openalex.org/W2019207321","https://openalex.org/W2024897438","https://openalex.org/W2029392898","https://openalex.org/W2046738003","https://openalex.org/W2054644187","https://openalex.org/W2060315002","https://openalex.org/W2092722895","https://openalex.org/W2103414828","https://openalex.org/W2120505807","https://openalex.org/W2128890213","https://openalex.org/W2129833317","https://openalex.org/W2160322334","https://openalex.org/W2252701863","https://openalex.org/W3196096060","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W4206424612","https://openalex.org/W3196669561","https://openalex.org/W2110481160","https://openalex.org/W2375951064","https://openalex.org/W2782153775","https://openalex.org/W4390863616","https://openalex.org/W1531621365","https://openalex.org/W3196555713","https://openalex.org/W2994086224","https://openalex.org/W4200227359"],"abstract_inverted_index":{"Cost":[0],"estimation":[1,50,62,72,113],"during":[2],"early":[3],"stage":[4],"of":[5,60,87],"a":[6,41],"building":[7,89],"construction":[8],"project":[9],"plays":[10],"an":[11,27],"important":[12],"role":[13],"for":[14,58,70,120],"feasibility":[15],"analysis":[16],"in":[17,35,91],"the":[18,36,46,53,97,105],"planning":[19],"and":[20,128],"design":[21],"phase.":[22],"Traditional":[23],"knowledge-based":[24,82],"approaches":[25],"suffer":[26],"essential":[28],"difficulty":[29],"due":[30],"to":[31,77,95],"resource":[32],"price":[33],"fluctuation":[34],"market.":[37],"This":[38],"paper":[39],"presents":[40],"hybrid":[42],"method":[43,51,66,107],"that":[44,74,104],"integrates":[45],"principal":[47],"items":[48],"ratio":[49],"with":[52],"adaptive":[54],"neurofuzzy":[55],"inference":[56],"system":[57],"mining":[59,71],"cost":[61],"data.":[63],"The":[64,100],"proposed":[65,98,106],"provides":[67],"exceptional":[68],"capability":[69],"knowledge":[73],"is":[75,93],"difficult":[76],"be":[78],"discovered":[79],"by":[80],"traditional":[81],"approaches.":[83],"A":[84],"case":[85],"study":[86],"residential":[88],"projects":[90],"China":[92],"conducted":[94],"demonstrate":[96],"method.":[99],"testing":[101],"results":[102],"show":[103],"does":[108],"not":[109],"only":[110],"achieve":[111],"high":[112],"accuracy,":[114],"but":[115],"also":[116],"provide":[117],"desirable":[118],"features":[119],"estimators,":[121],"such":[122],"as":[123],"explicit":[124],"fuzzy":[125],"decision":[126],"rules":[127],"graphical":[129],"presentations.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}