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Journal Articles

Assessing owner payment reliability in construction using combined supervised and unsupervised machine learning algorithms

Nima Hojat, S. Mahdi Hosseinian
Journal: Engineering, Construction and Architectural Management
Engineering, Construction and Architectural Management 1–33.
https://doi.org/10.1108/ECAM-10-2024-1390
Published: 31 October 2025
... behaviors, particularly in response to contractor claims. Design/methodology/approach Owners are categorized based on their payment behaviors using a payment profile that tracks response times to claims. A total of 364 potential payment behaviors are modeled. Both supervised (regression trees...
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