Predictive analytics for early-stage construction costs estimation

SL Castro Miranda, E Del Rey Castillo, V Gonzalez… - Buildings, 2022 - mdpi.com
Low accuracy in the estimation of construction costs at early stages of projects has driven
the research on alternative costing methods that take advantage of computing advances …

Assessment of construction project cost estimating accuracy in Egypt

AH Ibrahim, LM Elshwadfy - The Open Civil Engineering Journal, 2021 - Elsevier
Background The accuracy of the cost estimate is a key success factor for any construction
project. It is the base for an effective tendering process. It can also be considered as the …

Evaluation of several machine learning models for field canal improvement project cost prediction

S Shartooh Sharqi, A Bhattarai - Complexity, 2021 - Wiley Online Library
Project cost prediction is one of the key elements in the civil engineering activities
development. Project cost is a highly sensitive component to diverse parameters and hence …

Predicting implementation cost contingencies for residential construction projects in flood-prone areas

SQ Van, L Le-Hoai, CN Dang - International journal of managing …, 2019 - emerald.com
Purpose The purpose of this paper is to predict implementation cost contingencies for
residential construction projects in flood-prone areas, where floods with storms frequently …

SELECTING A STANDARD SET OF ATTRIBUTES FOR THE DEVELOPMENT OF MACHINE LEARNING MODELS OF BUILDING PROJECT COST ESTIMATION

H Salleh, R Wang, NZH Affandi… - PLANNING …, 2023 - planningmalaysia.org
Accurate cost estimation is a critical aspect of successful construction projects, and the
application of machine learning offers promising advancements in this domain. However, to …

BIG DATA ANALYTICS (BDA) FRAMEWORK FOR CONSTRUCTION COST ESTIMATION IN MALAYSIA

MH Mustafa, FAM Rahim, AF Jamaludin… - PLANNING …, 2024 - planningmalaysia.org
The construction industry is undergoing significant changes due to the growing volume of
data, necessitating the adoption of Big Data Analytics (BDA) for improved project …

The moderating effect of project complexity on the relationship between organizational controls and cost estimation performance: A conceptual model

MW Fazil, CK Lee, PFM Tamyez - IOP Conference Series: Earth …, 2022 - iopscience.iop.org
Cost overrun in construction projects is high and expected to rise. The improvement of cost
estimation performance is vital as it provides a better chance for the construction projects to …

Field Canals Improvement Projects Duration Prediction: A Comparative Analysis of Machine Learning Models

H Ghouse, UC Ishmael… - AUIQ Technical …, 2024 - ates.alayen.edu.iq
There are several essential elements in project construction management to be studied
appropriately, and priority to these elements, such as cost and duration, is predominantly …

MULTI-CRITERIA DECISION MODEL FOR MATERIAL SUPPLIER SELECTION FLEXIBLE PAVEMENT USING THE ANALYTICAL HIERARCHY PROCESS (AHP) …

A Rizkian, DY Jumas, E Rita - Rang Teknik Journal, 2024 - jurnal.umsb.ac.id
This research was conducted on construction workers/contractors in the field of roads and
bridges in the province of West Sumatra. This study aims to provide consideration for …

[图书][B] Parametric functions for conceptual and feasibility estimating in public highway project portfolios

NB Blampied - 2018 - search.proquest.com
Owners face challenges in setting priorities between potential projects to maintain,
rehabilitate, and improve their infrastructure. The estimated cost of each potential project is a …