The application of case-based reasoning in construction management research: An overview

X Hu, B Xia, M Skitmore, Q Chen - Automation in Construction, 2016 - Elsevier
Case-based reasoning (CBR) has been widely adopted in construction management (CM)
research due to the similar mind-sets of CBR and CM problem solving. However, to date …

Case‐based reasoning in construction management

NJ Yau, JB Yang - Computer‐Aided Civil and Infrastructure …, 1998 - Wiley Online Library
Case‐based reasoning (CBR) is a highly effective technique in the artificial intelligence (AI)
domain capable of solving or providing suggestions for the current problem by storing and …

Case adaptation method of case-based reasoning for construction cost estimation in Korea

SH Ji, M Park, HS Lee - Journal of Construction Engineering and …, 2012 - ascelibrary.org
Case-based reasoning (CBR) utilizes old solutions to solve a present problem. However, as
no past situation is ever exactly the same as a new one, old solutions should be fitted for …

Revised case-based reasoning model development based on multiple regression analysis for railroad bridge construction

B Kim, T Hong - Journal of construction engineering and …, 2012 - ascelibrary.org
Many large construction projects are being carried out simultaneously. The accuracy of the
budget allocated in the planning phase of such projects is considered a key element in …

Improving accuracy of early stage cost estimation by revising categorical variables in a case-based reasoning model

RZ Jin, S Han, CT Hyun, JH Kim - Journal of Construction …, 2014 - ascelibrary.org
For the overall success of a construction project, it is very important to accurately estimate
the construction cost from the early stage. However, the limited information available in the …

Comparison of case-based reasoning and artificial neural networks

D Arditi, OB Tokdemir - Journal of computing in civil engineering, 1999 - ascelibrary.org
The outcome of construction litigation depends on a large number of factors. To predict the
outcome of such litigation is difficult because of the complex interrelationships between …

Incremental development of CBR strategies for computing project cost probabilities

B Raphael, B Domer, S Saitta, IFC Smith - Advanced Engineering …, 2007 - Elsevier
This paper presents three CBR systems that have been developed over seven years in
collaboration with two industrial partners. In this research, case based reasoning (CBR) is …

An application of case‐based reasoning to the planning of highway bridge construction

JHM Tah, V Carr, R Howes - Engineering, Construction and …, 1998 - emerald.com
Previous approaches to decision support for project planning using rule‐based expert
systems techniques have failed to make an impact in practice. This is primarily because of …

Applying case-based reasoning technique to retaining wall selection

NJ Yau, JB Yang - Automation in construction, 1998 - Elsevier
Case-based reasoning (CBR) approach recalls and learns from previous cases to resolve or
provide recommendations for current problems. This study presents a case-based retaining …

Using case‐based reasoning to predict the outcome of construction litigation

D Arditi, OB Tokdemir - Computer‐Aided Civil and …, 1999 - Wiley Online Library
Due to the nature of the construction industry, disputes arise frequently. Resolving these
disputes through the court system is both a time‐and cost‐consuming process. The outcome …