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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
... within three weeks. In contrast, those with incomplete payments see 70% of payments completed within eight weeks. Approximately 50% of owners with complete payment behavior were classified as having favorable payment behavior, while around 29% of owners with incomplete payment behavior demonstrated...
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