{"title":"高层建筑成本预测的组合机器学习方法及其可解释性分析","authors":"Zenghui Liu, Jing Lin","doi":"10.1080/13467581.2024.2378001","DOIUrl":null,"url":null,"abstract":"This study focuses on addressing housing gaps in populous southern countries by emphasizing the importance of accurate early cost estimation in construction projects. It compares individual cost pr...","PeriodicalId":54876,"journal":{"name":"Journal of Asian Architecture and Building Engineering","volume":"38 1","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis\",\"authors\":\"Zenghui Liu, Jing Lin\",\"doi\":\"10.1080/13467581.2024.2378001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study focuses on addressing housing gaps in populous southern countries by emphasizing the importance of accurate early cost estimation in construction projects. It compares individual cost pr...\",\"PeriodicalId\":54876,\"journal\":{\"name\":\"Journal of Asian Architecture and Building Engineering\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2024-07-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Asian Architecture and Building Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/13467581.2024.2378001\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"ARCHITECTURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Asian Architecture and Building Engineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/13467581.2024.2378001","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ARCHITECTURE","Score":null,"Total":0}
Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis
This study focuses on addressing housing gaps in populous southern countries by emphasizing the importance of accurate early cost estimation in construction projects. It compares individual cost pr...
期刊介绍：
Journal of Asian Architecture and Building Engineering is a refereed international Open Access journal, serving researchers in academic and research organizations and all practitioners in the building sector. The journal is jointly-edited by the Architectural Institute of Japan (AIJ), the Architectural Institute of Korea (AIK), and the Architectural Society of China (ASC) and published bi-monthly.
Asian academics and professionals have made efforts to find solutions to the themes derived from natural, geographical, socio-economical and cultural conditions in Asia. Their achievements have contributed to the evolution of research in the field of architecture and building engineering. For instance, achievements in structural engineering have contributed to the world by developing technology to assure safety of buildings in earthquake-prone areas.
Asia has the largest share of the world''s population with high densities in urban areas. It is a growing and the most energetic region in terms of building activities, which produces valuable empirical knowledge and lessons to architects and building engineers in Asia. It is quite significant to contribute to global architecture and building engineering by presenting the knowledge and lessons beyond linguistic barriers.
By publishing the journal in English, it is expected that Asian wisdom and experience will be disseminated to the world. In the countries where these institutions are based, building professions can enjoy the collaborative and holistic approach because the three institutions distinctively possess the whole range of expertise relating to architecture and building engineering.
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