{"id":"https://openalex.org/W7160965554","doi":"https://doi.org/10.1109/access.2026.3691938","title":"YOLO-BIM-LSTM: An Auditable Integration Framework for Real-Time Construction Site Monitoring, BIM Semantic Linking, and Cost Forecasting","display_name":"YOLO-BIM-LSTM: An Auditable Integration Framework for Real-Time Construction Site Monitoring, BIM Semantic Linking, and Cost Forecasting","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7160965554","doi":"https://doi.org/10.1109/access.2026.3691938"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3691938","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3691938","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3691938","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100686709","display_name":"Tan Liu","orcid":"https://orcid.org/0000-0001-5656-9552"},"institutions":[{"id":"https://openalex.org/I4210124822","display_name":"State Development & Investment Corporation (China)","ror":"https://ror.org/030mq9680","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210124822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Liu","raw_affiliation_strings":["Enshi State Investment Construction and Development Company Ltd., Enshi, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Enshi State Investment Construction and Development Company Ltd., Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210124822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125572239","display_name":"Li Zong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106563","display_name":"Hubei University for Nationalities","ror":"https://ror.org/01q349q17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106563"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zong","raw_affiliation_strings":["College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0003-2461-4031","affiliations":[{"raw_affiliation_string":"College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210106563","https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135959196","display_name":"Yuan Xiang Jie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106563","display_name":"Hubei University for Nationalities","ror":"https://ror.org/01q349q17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106563"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Xiang Jie","raw_affiliation_strings":["College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210106563","https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135951638","display_name":"Tan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106563","display_name":"Hubei University for Nationalities","ror":"https://ror.org/01q349q17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106563"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Li","raw_affiliation_strings":["College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210106563","https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125535076","display_name":"Shen Ji Nan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106563","display_name":"Hubei University for Nationalities","ror":"https://ror.org/01q349q17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106563"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Ji Nan","raw_affiliation_strings":["College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210106563","https://openalex.org/I75900474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125483618","display_name":"Hu Jun Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106563","display_name":"Hubei University for Nationalities","ror":"https://ror.org/01q349q17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106563"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Jun Peng","raw_affiliation_strings":["College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Intelligent Science and Engineering, Hubei University for Nationalities, Enshi, Hubei, China","institution_ids":["https://openalex.org/I4210106563","https://openalex.org/I75900474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53394338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"73130","last_page":"73152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9035999774932861,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11006","display_name":"BIM and Construction Integration","score":0.9035999774932861,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.025800000876188278,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3176000118255615},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.2883000075817108},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.26350000500679016},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.25600001215934753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7138000130653381},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4284999966621399},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3278999924659729},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29660001397132874},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2897999882698059},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2883000075817108},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26570001244544983},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3691938","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3691938","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:141122b594b049e8af062f9574039542","is_oa":true,"landing_page_url":"https://doaj.org/article/141122b594b049e8af062f9574039542","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 73130-73152 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3691938","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3691938","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1404704123","display_name":null,"funder_award_id":"62262020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Construction":[0],"cost":[1,49],"governance":[2],"is":[3,66,110],"limited":[4],"by":[5],"delayed":[6],"field":[7],"observations,":[8],"weak":[9],"semantic":[10,43,86,160],"alignment":[11],"between":[12],"computer-vision":[13],"outputs":[14],"and":[15,21,46,95,116,128,154,175],"Building":[16],"Information":[17],"Modeling":[18],"(BIM)":[19],"entities,":[20],"forecasting":[22,51,164],"pipelines":[23],"that":[24,38,136,158],"provide":[25],"point":[26,108,180],"estimates":[27],"without":[28,178],"decision-oriented":[29],"uncertainty.":[30],"We":[31],"present":[32],"YOLO-BIM-LSTM,":[33],"an":[34,84,106],"auditable":[35],"integration":[36],"framework":[37,57],"couples":[39],"site":[40,142],"perception,":[41],"IFC-compliant":[42,99],"BIM":[44,91,152],"write-back,":[45],"visually":[47],"observable":[48],"(VOC)":[50],"within":[52],"a":[53,63,69,146],"single":[54],"workflow.":[55],"The":[56],"contains":[58],"three":[59],"coordinated":[60],"components.":[61],"First,":[62],"YOLO11-style":[64],"detector":[65,89],"refined":[67],"with":[68,112,151],"Dual-Gated":[70],"C2PSA":[71],"(DG-C2PSA)":[72],"block":[73],"to":[74,121],"strengthen":[75],"deep-stage":[76],"contextual":[77],"representation":[78],"in":[79,140],"dense":[80],"construction":[81,148],"scenes.":[82],"Second,":[83],"explicit":[85],"crosswalk":[87],"links":[88],"classes,":[90],"targets,":[92],"aggregation":[93],"rules,":[94],"VOC":[96,163],"codes,":[97],"enabling":[98],"write-back":[100],"of":[101],"traceable":[102],"operational":[103],"states.":[104],"Third,":[105],"LSTM":[107],"forecaster":[109],"combined":[111],"fuzzy":[113,170],"risk":[114],"modulation":[115,171],"temporally":[117],"calibrated":[118],"prediction":[119],"intervals":[120],"support":[122],"governance-oriented":[123],"uncertainty":[124],"reporting.":[125],"SAHI":[126],"slicing":[127],"identity-stable":[129],"tracking":[130],"are":[131],"incorporated":[132],"as":[133],"deployment-oriented":[134],"supports":[135],"improve":[137],"observation":[138],"robustness":[139],"complex":[141],"environments.":[143],"Experiments":[144],"on":[145],"multi-site":[147],"dataset":[149],"synchronized":[150],"models":[153],"project-control":[155],"records":[156],"show":[157],"BIM-grounded":[159],"filtering":[161],"improves":[162,172],"beyond":[165],"raw":[166],"visual":[167],"counts,":[168],"while":[169],"interval":[173],"reliability":[174],"alert":[176],"quality":[177],"altering":[179],"prediction.":[181]},"counts_by_year":[],"updated_date":"2026-05-19T06:13:58.757530","created_date":"2026-05-13T00:00:00"}
