{"id":"https://openalex.org/W4404030830","doi":"https://doi.org/10.1109/icccnt61001.2024.10724894","title":"Resolving Design Clashes Using Machine Learning","display_name":"Resolving Design Clashes Using Machine Learning","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030830","doi":"https://doi.org/10.1109/icccnt61001.2024.10724894"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5071456183","display_name":"Kumar Abhishek","orcid":"https://orcid.org/0000-0001-6825-2392"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Kumar","raw_affiliation_strings":["Delhi Technological University,Department of Applied Mathematics,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Applied Mathematics,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dheeraj Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dheeraj Kumar","raw_affiliation_strings":["Delhi Technological University,Department of Applied Mathematics,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Applied Mathematics,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114515948","display_name":"Hemaksh Swara","orcid":null},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hemaksh Swara","raw_affiliation_strings":["Delhi Technological University,Department of Applied Mathematics,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Applied Mathematics,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067640234","display_name":"Anjana Gupta","orcid":"https://orcid.org/0000-0002-6514-0851"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjana Gupta","raw_affiliation_strings":["Delhi Technological University,Department of Applied Mathematics,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Applied Mathematics,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084372218","display_name":"Trasha Gupta","orcid":"https://orcid.org/0000-0003-0121-4644"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Trasha Gupta","raw_affiliation_strings":["Delhi Technological University,Department of Applied Mathematics,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University,Department of Applied Mathematics,New Delhi,India","institution_ids":["https://openalex.org/I863896202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I863896202"],"apc_list":null,"apc_paid":null,"fwci":1.086,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79915883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.39149999618530273,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.39149999618530273,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.683173656463623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4275771379470825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33428484201431274}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683173656463623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4275771379470825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33428484201431274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2022308534","https://openalex.org/W2158759314","https://openalex.org/W2200899244","https://openalex.org/W2253093986","https://openalex.org/W2285915673","https://openalex.org/W2340507939","https://openalex.org/W2485853956","https://openalex.org/W2516980728","https://openalex.org/W2981592639","https://openalex.org/W3158578466","https://openalex.org/W3185277446","https://openalex.org/W4376486101","https://openalex.org/W6628301822","https://openalex.org/W6676877785","https://openalex.org/W6771570252"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,110,138],"construction":[1,83],"process":[2],"relies":[3],"heavily":[4],"on":[5],"the":[6,39,60,64,79,132],"collaborative":[7,29],"efforts":[8],"of":[9,82,146],"professionals,":[10],"including":[11],"engineers,":[12],"designers,":[13],"architects,":[14],"and":[15,43,77,125,149],"project":[16],"managers,":[17],"who":[18],"work":[19],"together":[20],"to":[21,26,53,72,86,96,106],"guide":[22],"projects":[23],"from":[24],"start":[25],"finish.":[27],"This":[28,99],"effort":[30],"faces":[31],"numerous":[32],"challenges,":[33],"such":[34],"as":[35],"inadequate":[36],"communication":[37],"among":[38],"stakeholders,":[40],"budgetary":[41],"constraints,":[42],"difficulties":[44],"in":[45,63,90,144],"interdisciplinary":[46],"collaboration.":[47],"These":[48],"challenges":[49],"can":[50,94],"often":[51],"lead":[52,95],"design":[54],"clashes,":[55],"where":[56],"conflicting":[57],"elements":[58],"occupy":[59],"same":[61],"space":[62],"design.":[65],"Addressing":[66],"these":[67,88],"clashes":[68,89],"promptly":[69],"is":[70],"crucial":[71],"minimize":[73],"rework,":[74],"enhance":[75],"efficiency,":[76],"ensure":[78],"smooth":[80],"progression":[81],"projects.":[84],"Failure":[85],"address":[87],"a":[91,102,128],"timely":[92],"manner":[93],"costly":[97],"rework.":[98],"paper":[100],"proposes":[101],"machine":[103],"learning":[104],"algorithm":[105,112,140],"tackle":[107],"this":[108],"issue.":[109],"proposed":[111,139],"trains":[113],"multiple":[114],"bagging":[115],"classifiers":[116],"with":[117],"neural":[118],"network":[119],"base":[120],"models,":[121],"evaluates":[122],"their":[123],"performance,":[124],"finally":[126],"creates":[127],"voting":[129],"classifier":[130],"using":[131],"trained":[133],"models":[134],"for":[135],"ensemble":[136],"prediction.":[137],"exhibits":[141],"noteworthy":[142],"performance":[143],"terms":[145],"both":[147],"accuracy":[148],"computational":[150],"efficiency.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
