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Estimation at completion in civil engineering projects: review of regression and soft computing models
Construction projects are usually associated with several challenges owing to the varying
process during the project lifetime. Hence, the final cost of any civil engineering project is …
process during the project lifetime. Hence, the final cost of any civil engineering project is …
Machine learning in project analytics: a data-driven framework and case study
The analytic procedures incorporated to facilitate the delivery of projects are often referred to
as project analytics. Existing techniques focus on retrospective reporting and understanding …
as project analytics. Existing techniques focus on retrospective reporting and understanding …
Multiple linear regression model for improved project cost forecasting
Several studies have been conducted in the Project Management field further to improve the
Earned Value Management (EVM) methodology to forecast the project cost estimate at …
Earned Value Management (EVM) methodology to forecast the project cost estimate at …
A comparative study of Artificial Intelligence methods for project duration forecasting
M Wauters, M Vanhoucke - Expert systems with applications, 2016 - Elsevier
This paper presents five Artificial Intelligence (AI) methods to predict the final duration of a
project. A methodology that involves Monte Carlo simulation, Principal Component Analysis …
project. A methodology that involves Monte Carlo simulation, Principal Component Analysis …
A machine learning study to improve the reliability of project cost estimates
Project managers need reliable predictive analytics tools to make effective project
intervention decisions throughout the project life cycle. This study uses Machine learning …
intervention decisions throughout the project life cycle. This study uses Machine learning …
An earned schedule-based regression model to improve cost estimate at completion
Abstract Traditional Earned Value Management (EVM) index-based methods for Cost
Estimate at Completion (CEAC) of an ongoing project have been known for their limitations …
Estimate at Completion (CEAC) of an ongoing project have been known for their limitations …
Estimated cost at completion: Integrating risk into earned value management
Earned value management (EVM) is an industry standard for monitoring the performance of
ongoing projects. The performance baseline is set up in the planning phase to measure any …
ongoing projects. The performance baseline is set up in the planning phase to measure any …
[HTML][HTML] Monitoring of time and cost variances of schedule using simple earned value method indicators
D Przywara, A Rak - Applied Sciences, 2021 - mdpi.com
The Planning and implementation of construction projects are difficult processes and are
burdened with many risk elements. The budget spread over time, which is developed on the …
burdened with many risk elements. The budget spread over time, which is developed on the …
An automated project carbon planning, monitoring and forecasting system integrating building information model and earned value method
X Zhang, X Zhang - Journal of Cleaner Production, 2023 - Elsevier
Building and construction account for significant embodied carbon related to materials and
construction processes. Carbon monitoring and forecasting during project execution to track …
construction processes. Carbon monitoring and forecasting during project execution to track …
Integrating machine learning and network analytics to model project cost, time and quality performance
This study aims to connect project management, network science and machine learning in
an accessible overview applied to a real original dataset. Based on an initial literature …
an accessible overview applied to a real original dataset. Based on an initial literature …