Utilising artificial neural networks (ANNs) towards accurate estimation of life-cycle costs for construction projects
This study aimed to establish a new model of Life Cycle Cost (LCC) for construction projects using Artificial Neural Networks (ANNs). Survey research and Costs Significant Items (CSIs) methods were conducted to identify the most important cost and non-cost factors affecting the estimation of LCC. T...
| Main Author: | Alqahtani, Ayedh Mohammad A |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
Curtin University
2015
|
| Online Access: | http://hdl.handle.net/20.500.11937/2354 |
Similar Items
Artificial Neural Networks Incorporating Cost Significant Items towards Enhancing Estimation for (life-cycle) Costing of Construction Projects
by: Alqahtani, Ayedh, et al.
Published: (2013)
by: Alqahtani, Ayedh, et al.
Published: (2013)
Estimation of life-cycle costs of buildings: regression vs artificial neural network
by: Alqahtani, Ayedh, et al.
Published: (2016)
by: Alqahtani, Ayedh, et al.
Published: (2016)
Evaluation of non-cost factors affecting the life cycle cost: an exploratory study
by: Alqahtani, Ayedh, et al.
Published: (2016)
by: Alqahtani, Ayedh, et al.
Published: (2016)
Life cycle cost for construction projects
by: Ayob, Mohd Fairullazi
Published: (2018)
by: Ayob, Mohd Fairullazi
Published: (2018)
Artificial neural network (ANN)
by: Kang, Miew How
Published: (2011)
by: Kang, Miew How
Published: (2011)
Modified artificial neural network (ANN) models for Malaysian construction costs indices (MCCI) data / Saadi Ahmad Kamaruddin
by: Ahmad Kamaruddin, Saadi
Published: (2018)
by: Ahmad Kamaruddin, Saadi
Published: (2018)
Remaining life estimation of used components in consumer products: Life cycle data analysis by Weibull and artificial neural networks
by: Mazhar, Ilyas, et al.
Published: (2007)
by: Mazhar, Ilyas, et al.
Published: (2007)
Butterfly Species Recognition Using Artificial Neural Network (ANN)
by: Yong, Kai Xin
Published: (2017)
by: Yong, Kai Xin
Published: (2017)
Product Demand Forecasting Using Artificial Neural Network (ANN)
by: Zainal Abidin, Zulhanim
Published: (2005)
by: Zainal Abidin, Zulhanim
Published: (2005)
Sustainable construction through life cycle costing
by: F.A. Rahim,, et al.
Published: (2014)
by: F.A. Rahim,, et al.
Published: (2014)
Flood forecasting using artificial neural network (ANN) in Maran, Pahang
by: Nur Atiyah Dinie, Mat Arifin
Published: (2014)
by: Nur Atiyah Dinie, Mat Arifin
Published: (2014)
Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
by: Nurul Izzah, Osman
Published: (2017)
by: Nurul Izzah, Osman
Published: (2017)
Application of artificial neural network (ANN) to optimization of biosynthesis of cationic surfactants
by: Kassim, Anuar, et al.
Published: (2009)
by: Kassim, Anuar, et al.
Published: (2009)
Development of accident prediction model by using artificial neural network (ANN)
by: Ramli, Mohd Zakwan
Published: (2011)
by: Ramli, Mohd Zakwan
Published: (2011)
The implementation of life cycle costing towards private client’s investment: the case of Malaysian construction projects
by: Norhanim Zakaria,, et al.
Published: (2020)
by: Norhanim Zakaria,, et al.
Published: (2020)
Face expression recognition using artificial neural network (ANN) / Mazuraini Ghani
by: Ghani, Mazuraini
Published: (2005)
by: Ghani, Mazuraini
Published: (2005)
Flood forecasting at Kinabatangan River, Sabah by utilizing artificial neural network (ann)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
Classification for ammonia in water by specific concentration using artificial neural network (ANN)
by: Muhamad Faruqi, Zahari, et al.
by: Muhamad Faruqi, Zahari, et al.
Predict of river water quality modeling using artificial neural network (ANN)
by: Mat Daud, Norhafiza, et al.
Published: (2009)
by: Mat Daud, Norhafiza, et al.
Published: (2009)
Prediction of pore size of ultrafiltration membrane by using artificial neural network (ANN)
by: Razali, Nur Myra Rahayu, et al.
Published: (2008)
by: Razali, Nur Myra Rahayu, et al.
Published: (2008)
Identification of cost data input in life cycle cost (LCC) for building projects
by: Ayob, Mohd Fairullazi, et al.
Published: (2014)
by: Ayob, Mohd Fairullazi, et al.
Published: (2014)
Life cycle cost
by: Abdul Rashid, Khairuddin, et al.
Published: (2016)
by: Abdul Rashid, Khairuddin, et al.
Published: (2016)
Optimization process of moringa oleifera seed extract using artificial neural network (ANN)
by: Idris Oseni, Munirat, et al.
Published: (2019)
by: Idris Oseni, Munirat, et al.
Published: (2019)
Logo recognition using Artificial Neural Network (ANN) / Nor Hamidah Abdul Ghafar
by: Abdul Ghafar, Nor Hamidah
Published: (2005)
by: Abdul Ghafar, Nor Hamidah
Published: (2005)
An enhanced approach to predict permeability in reservoir sandstones using artificial neural networks (ANN)
by: Ben-Awuah, Joel, et al.
Published: (2017)
by: Ben-Awuah, Joel, et al.
Published: (2017)
Uncertainty analysis for the unknown function using artificial neural network (ANN) approximated function
by: Siti Hajar, Mohd Noh
Published: (2010)
by: Siti Hajar, Mohd Noh
Published: (2010)
Predicting Hydraulic conductivity (k) of tropical soils by using artificial neural network (ANN)
by: Lim, D.K.H, et al.
Published: (2009)
by: Lim, D.K.H, et al.
Published: (2009)
Development of Wind Mapping Based on Artificial Neural Network (ANN) for Energy Exploration in Sarawak
by: Lawan, S.M., et al.
Published: (2014)
by: Lawan, S.M., et al.
Published: (2014)
Investigating the increase in the specialized performance of athletes using artificial neural network (ANN) exercises
by: Ma, Shuzhen
Published: (2025)
by: Ma, Shuzhen
Published: (2025)
Factors affecting quality in Construction Project Life Cycle (CPLC)
by: Yaman, Siti Khalijah, et al.
Published: (2022)
by: Yaman, Siti Khalijah, et al.
Published: (2022)
Estimation of boiler's tubes life, Artificial Neural Networks approach / Murtadha F. Muhsen
by: F. Muhsen, Murtadha
Published: (2011)
by: F. Muhsen, Murtadha
Published: (2011)
Current status of life cycle cost practice in Malaysian construction industry
by: Ayob, Mohd Fairullazi, et al.
Published: (2016)
by: Ayob, Mohd Fairullazi, et al.
Published: (2016)
Detection of different classes moving object in public surveillance using artificial neural network (ANN)
by: Rashidan, M. Ariff, et al.
Published: (2014)
by: Rashidan, M. Ariff, et al.
Published: (2014)
Modeling of cu(ii) adsorption from an aqueous solution using an artificial neural network (ann)
by: Khan, Taimur, et al.
Published: (2020)
by: Khan, Taimur, et al.
Published: (2020)
Electromygraphy (EMG) signal based hand gesture recognition using Artificial Neural Network (ANN)
by: Ahsan, Md. Rezwanul, et al.
Published: (2011)
by: Ahsan, Md. Rezwanul, et al.
Published: (2011)
Using Artificial Neural Networks (ANNs) to Predict Stope Overbreak at Plutonic Underground Gold Mine
by: Boxwell, D., et al.
Published: (2014)
by: Boxwell, D., et al.
Published: (2014)
Development of forecasting in Sungai Muda, Kuala Muda, Kedah by utilizing artificial neural network (ANN)
by: Nurul Murshida, Mohd Sabri
Published: (2015)
by: Nurul Murshida, Mohd Sabri
Published: (2015)
Predicting the stress level of students using supervised machine learning and artificial neural network (ANN)
by: Arya, Suraj, et al.
Published: (2024)
by: Arya, Suraj, et al.
Published: (2024)
Hybrid honey badger algorithm with artificial neural network (HBA-ANN) for website phishing detection
by: Muhammad Arif, Mohamad, et al.
Published: (2024)
by: Muhammad Arif, Mohamad, et al.
Published: (2024)
Potential application of Artificial Neural Network (ANN) analysis method on Malaysian road crash data
by: Ahmad Noor Syukri, Zainal Abidin, et al.
Published: (2021)
by: Ahmad Noor Syukri, Zainal Abidin, et al.
Published: (2021)
Similar Items
-
Artificial Neural Networks Incorporating Cost Significant Items towards Enhancing Estimation for (life-cycle) Costing of Construction Projects
by: Alqahtani, Ayedh, et al.
Published: (2013) -
Estimation of life-cycle costs of buildings: regression vs artificial neural network
by: Alqahtani, Ayedh, et al.
Published: (2016) -
Evaluation of non-cost factors affecting the life cycle cost: an exploratory study
by: Alqahtani, Ayedh, et al.
Published: (2016) -
Life cycle cost for construction projects
by: Ayob, Mohd Fairullazi
Published: (2018) -
Artificial neural network (ANN)
by: Kang, Miew How
Published: (2011)