Improving accuracy in predicting city-level construction cost indices by combining linear ARIMA and nonlinear ANNs
Accurate cost forecasting in budget planning and contract bidding is crucial for the success
of construction projects. Linear models such as the autoregressive integrated moving …
of construction projects. Linear models such as the autoregressive integrated moving …
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 …
estimates for the construction of underground metro stations. It provides preliminary cost …
Forecasting the architecture billings index (ABI) using machine learning predictive models
Purpose This research aims to forecast the ABI as a leading indicator of US construction
activities, applying multivariate machine learning predictive models over different horizons …
activities, applying multivariate machine learning predictive models over different horizons …
Effects of Degradation of Pipes on Seismic Rehabilitation Decision-Making for Water Distribution Networks
A Roy, M Shahandashti - Journal of Pipeline Systems Engineering …, 2024 - ascelibrary.org
Seismic events disrupt the operation of water distribution networks. Proactive seismic
rehabilitation decision-making methods are necessary to ensure maximum serviceability …
rehabilitation decision-making methods are necessary to ensure maximum serviceability …
Forecasting architecture billings index using time series models
S Kim, B Abediniangerabi… - … Research Congress 2022, 2022 - ascelibrary.org
The construction market presents volatile fluctuations through time. These fluctuations are
problematic for project planners and decision-makers to accurately assess business …
problematic for project planners and decision-makers to accurately assess business …
Diagnosing and quantifying post-disaster pipe material cost fluctuations
S Kim, M Shahandashti - Pipelines 2022, 2022 - ascelibrary.org
Natural hazards pose significant threats to the integrity of pipeline networks. Rapid post-
disaster reconstruction is crucial for both the safety and survival of communities. However …
disaster reconstruction is crucial for both the safety and survival of communities. However …
[PDF][PDF] Review on Cost Overrun Analysis Using Artificial Neural Network in Residential Construction Projects
A Yadav, J Pipaliya - Scandinavian Journal of Information Systems, 2022 - researchgate.net
Cost overrun in residential construction projects is a prevalent issue that adversely affects
project stakeholders and the construction industry as a whole. The objective of this research …
project stakeholders and the construction industry as a whole. The objective of this research …
Examining Pipe Cost Changes after Various Disasters in Los Angeles, California
S Kim, M Shahandashti - Pipelines 2023, 2023 - ascelibrary.org
The rapid reconstruction of pipelines is crucial in the aftermath of a disaster since the
pipeline networks transport and distribute life-dependent supplies such as water, natural …
pipeline networks transport and distribute life-dependent supplies such as water, natural …
A Forecast Model for Classification for Cost Components in Midstream Oil and Gas Pipeline Construction
MA Solichin - 2024 - search.proquest.com
In the context of a growing global pipeline market, the escalating demand for oil and gas
infrastructure is met with intensified scrutiny over environmental impacts, necessitating much …
infrastructure is met with intensified scrutiny over environmental impacts, necessitating much …
[PDF][PDF] Cost and Material Quantities Prediction Models for the Construction of Underground Metro Stations. Buildings 2023, 13, 382
F Antoniou, G Aretoulis, D Giannoulakis… - 2023 - academia.edu
This paper addresses the gap in the scientific literature regarding construction cost
estimates for the construction of underground metro stations. It provides preliminary cost …
estimates for the construction of underground metro stations. It provides preliminary cost …