Page 1 | Search Results | Smart and Sustainable Built Environment

1-1 of 1

Sort by

Sort Order Select

Journal Articles

Forecasting construction costs with small datasets: a decision-making framework with ensemble learning approach

Furkan Uysal, Rifat Sönmez, Algan Tezel, Taimoor Razi, Samer El-Zahab

Smart and Sustainable Built Environment 1–21.

https://doi.org/10.1108/SASBE-06-2025-0317

Published: 19 March 2026

... – an enduring limitation in construction data practices. Design/methodology/approach The research proposes a decision-making framework that applies a bagging-based ensemble learning (EL) approach using Support Vector Regression (SVR) and Artificial Neural Networks (ANN) as base learners. The framework...

View article titled, Forecasting construction costs with small datasets: a decision-making framework with ensemble learning approach

Add to Citation Manager for Forecasting construction costs with small datasets: a decision-making framework with ensemble learning approach

Update search

NARROW

Format

Journal

Type

Date

Availability

Forecasting construction costs with small datasets: a decision-making framework with ensemble learning approach

Email alerts