Extreme Gradient Boosting-Based Machine Learning Approach for Green Building Cost Prediction
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Extreme Gradient Boosting-Based Machine Learning Approach for Green Building Cost Prediction
Authors
Keywords
-
Journal
Sustainability
Volume 14, Issue 11, Pages 6651
Publisher
MDPI AG
Online
2022-05-31
DOI
10.3390/su14116651
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Forecasting Liquidated Damages via Machine Learning-Based Modified Regression Models for Highway Construction Projects
- (2022) Odey Alshboul et al. Sustainability
- Multiobjective and multivariable optimization for earthmoving equipment
- (2022) Odey Alshboul et al. Journal of Facilities Management
- Selection of heavy machinery for earthwork activities: A multi-objective optimization approach using a genetic algorithm
- (2022) Ali Shehadeh et al. Alexandria Engineering Journal
- Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression
- (2021) Ali Shehadeh et al. AUTOMATION IN CONSTRUCTION
- Deep and machine learning approaches for forecasting the residual value of heavy construction equipment: a management decision support model
- (2021) Odey Alshboul et al. Engineering Construction and Architectural Management
- Development of integrated asset management model for highway facilities based on risk evaluation
- (2021) Odey Alshboul et al. International Journal of Construction Management
- Risk Assessment Model for Optimal Gain–Pain Share Ratio in Target Cost Contract for Construction Projects
- (2021) Ali Shehadeh et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- A Gaussian mixture model evaluation of construction companies’ business acceptance capabilities in performing construction and maintenance activities during COVID-19 pandemic
- (2021) Ali Shehadeh et al. International Journal of Management Science and Engineering Management
- Governmental Investment Impacts on the Construction Sector Considering the Liquidity Trap
- (2021) Odey Alshboul et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Green Building, Cost of Equity Capital and Corporate Governance: Evidence from US Real Estate Investment Trusts
- (2020) Hui-Ching Hsieh et al. Sustainability
- Empirical Examination of Factors Influencing the Adoption of Green Building Technologies: The Perspective of Construction Developers in Developing Economies
- (2020) Quangdung Tran et al. Sustainability
- Techno-Economic Analysis of Green Building Codes in United Arab Emirates Based on a Case Study Office Building
- (2020) Hiba Najini et al. Sustainability
- Construction Cost of Green Building Certified Residence: A Case Study in Taiwan
- (2019) Chen-Yi Sun et al. Sustainability
- Trends, Costs, and Benefits of Green Certification of Office Buildings: A Polish Perspective
- (2019) Edyta Plebankiewicz et al. Sustainability
- Costs and Benefits of Implementing Green Building Economic Incentives: Case Study of a Gross Floor Area Concession Scheme in Hong Kong
- (2018) Ke Fan et al. Sustainability
- Social Sustainability in Delivery and Procurement of Public Construction Contracts
- (2018) Laura Montalbán-Domingo et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications
- (2017) Sandra Vieira et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Random forest for ordinal responses: Prediction and variable selection
- (2016) Silke Janitza et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Scoring Rules and Competitive Behavior in Best-Value Construction Auctions
- (2016) Pablo Ballesteros-Pérez et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Scoring Rules and Competitive Behavior in Best-Value Construction Auctions
- (2016) Pablo Ballesteros-Pérez et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Design-Build Contractor Selection for Public Sustainable Buildings
- (2015) Bo Xia et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- An Investigation of the Average Bid Mechanism for Procurement Auctions
- (2015) Wei-Shiun Chang et al. MANAGEMENT SCIENCE
- Survival Factors for Subcontractors in Economic Downturns
- (2013) Ricardo J. Oviedo-Haito et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Motivating green public procurement in China: An individual level perspective
- (2013) Qinghua Zhu et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Green property development practice in China: Costs and barriers
- (2011) Xiaoling Zhang et al. BUILDING AND ENVIRONMENT
- Barriers and drivers for sustainable building
- (2011) Tarja Häkkinen et al. BUILDING RESEARCH AND INFORMATION
- Data Mining Framework to Optimize the Bid Selection Policy for Competitively Bid Highway Construction Projects
- (2011) W. Art Chaovalitwongse et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Delivering Sustainable, High-Performance Buildings: Influence of Project Delivery Methods on Integration and Project Outcomes
- (2011) Sinem Mollaoglu-Korkmaz et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Canadian practitioners' perception of research work investigating the cost premiums, long-term costs and health and productivity benefits of green buildings
- (2010) M.H. Issa et al. BUILDING AND ENVIRONMENT
- Cost premium prediction of certified green buildings: A neural network approach
- (2010) Omer Tatari et al. BUILDING AND ENVIRONMENT
- An interactive approach for multi-attribute auctions
- (2010) Gülşah Karakaya et al. DECISION SUPPORT SYSTEMS
- Piloting Evaluation Metrics for Sustainable High-Performance Building Project Delivery
- (2010) Sinem Korkmaz et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Best-Value Model Based on Project Specific Characteristics
- (2008) Magdy Abdelrahman et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started