Cost and material quantities prediction models for the construction of underground metro stations

F Antoniou, G Aretoulis, D Giannoulakis… - Buildings, 2023‏ - mdpi.com
This paper addresses the gap in the scientific literature regarding construction cost
estimates for the construction of underground metro stations. It provides preliminary cost …

Accident factors per construction type and stage: A synthesis of scientific research and professional experience

F Antoniou, M Merkouri - International journal of injury control and …, 2021‏ - Taylor & Francis
Following manufacturing, construction is the industry that is responsible for the majority of
work-related accidents due to the complexity and uniqueness of each construction site. The …

[PDF][PDF] Conceptual estimation of construction duration and cost of public highway projects.

B Mohamed, O Moselhi - J. Inf. Technol. Constr., 2022‏ - itcon.org
State Highway Agencies (SHAs) and Departments of Transportation (DOTs) allocate their
limited resources to thousands of competing projects in multi-year transportation programs …

A taxonomy of machine learning techniques for construction cost estimation

P Karadimos, L Anthopoulos - Innovative Infrastructure Solutions, 2024‏ - Springer
Construction projects require significant funding and are exposed to several risks. Public
construction projects require a major proportion of the annual government budget. Their …

Machine learning algorithms for constructions cost prediction: A systematic review

Y Ghadbhan Abed, TM Hasan… - International Journal of …, 2022‏ - ijnaa.semnan.ac.ir
Machine learning plays a vital role in construction estimation which could make improve the
project's safety, and reliability. Many studies have been proposed to explore the potential …

Machine Learning-Based Energy Consumption Estimation of Wastewater Treatment Plants in Greece

P Karadimos, L Anthopoulos - Energies, 2023‏ - mdpi.com
Amidst a global discourse on energy resources, it is imperative to provide decision makers
with a comprehensive overview of energy consumption (EC) associated with various …

Predicting the schedule and cost performance in public school building projects in Taiwan

YK Juan, LE Liou - Journal of Civil Engineering and Management, 2022‏ - ijspm.vgtu.lt
Abstract The Ministry of Education (MOE) of Taiwan invests about NTD 30 billion a year in
Public School Building Projects (PSBPs). However, 95% of the PSBPs have been extended …

Forecasting the Final Contract Cost on the Basis of the Owner's Cost Estimation Using an Artificial Neural Network

AM Alsugair, NM Alsanabani, KS Al-Gahtani - Buildings, 2023‏ - mdpi.com
Raising the final contract cost (FCC) is a significant risk for project owners. This study
hypothesizes that the factors that cause owner's cost estimation (OCE) accuracy and FCC …

Predicting Roundabout Lane Capacity using Artificial Neural Networks.

A Anagnostopoulos, F Kehagia… - Journal of …, 2021‏ - search.ebscohost.com
Several roundabout capacity methods and approaches have been proposed until now. They
are mainly based either on regression equations of observed capacity and gap acceptance …

A cost estimation recommendation system for improved contingency management in construction projects

F Mostofi, V Toğan, OB Tokdemir, Y Arayici - Neural Computing and …, 2024‏ - Springer
Management of contingency reserves involves identifying and prioritizing potential high-cost
impact events, serving as a cushion for absorbing the financial risks of projects. Machine …