Applying Machine Learning and Particle Swarm Optimization for predictive modeling and cost optimization in construction project management
Author:
Publisher
Springer Science and Business Media LLC
Subject
Civil and Structural Engineering
Link
https://link.springer.com/content/pdf/10.1007/s42107-023-00843-7.pdf
Reference55 articles.
1. Akinosho, T. D., Oyedele, L. O., Bilal, M., Ajayi, A. O., Delgado, M. D., Akinade, O. O., & Ahmed, A. A. (2020). Deep learning in the construction industry: a review of present status and future innovations. Journal of Building Engineering, 32, 101827. https://doi.org/10.1016/j.jobe.2020.101827
2. Al Khazaleh, M., & Bisharah, M. (2023). Ann-based prediction of cone tip resistance with tabu-search optimization for geotechnical engineering applications. Asian Journal of Civil Engineering. https://doi.org/10.1007/s42107-023-00693-3
3. Ali, Z. H., & Burhan, A. M. (2023). Hybrid machine learning approach for construction cost estimation: an evaluation of extreme gradient boosting model. Asian Journal of Civil Engineering. https://doi.org/10.1007/s42107-023-00651-z
4. Ali, Z. H., Burhan, A. M., Kassim, M., & Al-Khafaji, Z. (2022). Developing an integrative data intelligence model for construction cost estimation. Complexity, 2022, 1–18. https://doi.org/10.1155/2022/4285328
5. Alkhdour, A., Khazaleh, M. A., Mnaseer, R. A., Bisharah, M., Alkhadrawi, S., & Al-Bdour, H. (2023). Optimizing soil settlement/consolidation prediction in Finland clays: Machine learning regressions with Bayesian hyperparameter selection. Asian Journal of Civil Engineering. https://doi.org/10.1007/s42107-023-00704-3
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