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Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects
Fuzzy and hybrid methods have been increasingly used in construction risk management
research and this study aims to compile and analyse the basic concepts and methods …
research and this study aims to compile and analyse the basic concepts and methods …
A review on sustainable construction management strategies for monitoring, diagnosing, and retrofitting the building's dynamic energy performance: Focused on the …
According to a press release, the building sector accounts for about 40% of the global
primary energy consumption. Energy savings can be achieved in the building sector by …
primary energy consumption. Energy savings can be achieved in the building sector by …
Improving knowledge capture and retrieval in the BIM environment: Combining case-based reasoning and natural language processing
H Wang, X Meng, X Zhu - Automation in Construction, 2022 - Elsevier
Most knowledge management (KM) techniques capture knowledge at the end of a project,
leading to knowledge loss. Building information modeling (BIM) is a building information …
leading to knowledge loss. Building information modeling (BIM) is a building information …
Intelligent green retrofitting of existing buildings based on case-based reasoning and random forest
T Liu, G Ma, D Wang, X Pan - Automation in Construction, 2024 - Elsevier
The decision-making on green retrofitting of existing buildings relies on both explicit and
implicit knowledge, and its efficiency and reliability need improvement. Intelligent …
implicit knowledge, and its efficiency and reliability need improvement. Intelligent …
Maintenance cost prediction for aging residential buildings based on case-based reasoning and genetic algorithm
Building maintenance has been considered a crucial part of the life cycle of a building as the
number of aged buildings is increasing globally. A number of maintenance-related problems …
number of aged buildings is increasing globally. A number of maintenance-related problems …
BIM-based schedule generation and optimization using genetic algorithms
This research presents a transformative framework to tackle challenges within the
construction industry, where efficiency is hindered by limited digitalization and disjointed …
construction industry, where efficiency is hindered by limited digitalization and disjointed …
Cost calculation of construction projects including sustainability factors using the Case Based Reasoning (CBR) method
The idea of sustainable development and the resulting environmentally friendly attitudes are
increasingly used in construction projects. Designing in accordance with the principles of …
increasingly used in construction projects. Designing in accordance with the principles of …
Performance evaluation of normalization-based CBR models for improving construction cost estimation
Case-based reasoning (CBR) can be an effective approach to achieve reliable accuracy in
cost estimation for construction projects, especially in the early design stages where only …
cost estimation for construction projects, especially in the early design stages where only …
An estimation model for determining the annual energy cost budget in educational facilities using SARIMA (seasonal autoregressive integrated moving average) and …
Electricity consumption in educational facilities has increased by an annual average of
9.84% since 2006. However, it is not considered as a factor in determining the AECB …
9.84% since 2006. However, it is not considered as a factor in determining the AECB …
Improving the accuracy of early cost estimates on transportation infrastructure projects
A better understanding of top-down estimating practices and their contribution to budgeting
accuracy allows public transportation agencies to allocate limited construction funds more …
accuracy allows public transportation agencies to allocate limited construction funds more …