Case-based reasoning: A review
Case-Based Reasoning (CBR) is a relatively recent problem solving technique that is
attracting increasing attention. However, the number of people with first-hand theoretical or …
attracting increasing attention. However, the number of people with first-hand theoretical or …
Different roles and mutual dependencies of data, information, and knowledge—An AI perspective on their integration
A Aamodt, M Nygård - Data & Knowledge Engineering, 1995 - Elsevier
The unclear distinction between data, information, and knowledge has impaired their
combination and utilization for the development of integrated systems. There is need for a …
combination and utilization for the development of integrated systems. There is need for a …
A tutorial on case based reasoning
J Main, TS Dillon, SCK Shiu - Soft computing in case based reasoning, 2001 - Springer
This tutorial chapter introduces the concepts and applications of case based reasoning
(CBR) systems. The first Section briefly describes what CBR is, and when and how to use it …
(CBR) systems. The first Section briefly describes what CBR is, and when and how to use it …
Medical applications in case-based reasoning
This commentary summarizes case-based reasoning research applied in the medical
domain. In this commentary the term 'medical'is used in an all-encompassing manner. It …
domain. In this commentary the term 'medical'is used in an all-encompassing manner. It …
A survey on case-based planning
L Spalzzi - Artificial Intelligence Review, 2001 - Springer
Case-based planning is the reuse of past successful plansin order to solve new planning
problems. This paper presents a survey of case-based planning, in terms ofits historical …
problems. This paper presents a survey of case-based planning, in terms ofits historical …
[BUKU][B] Soft computing in case based reasoning
Soft Computing in Case Based Reasoning demonstrates how various soft computing tools
can be applied to design and develop methodologies and systems with case based …
can be applied to design and develop methodologies and systems with case based …
Analogy-based and case-based reasoning: Two sides of the same coin
MG Voskoglou, ABM Salem - arxiv preprint arxiv:1405.7567, 2014 - arxiv.org
Analogy-Based (or Analogical) and Case-Based Reasoning (ABR and CBR) are two similar
problem solving processes based on the adaptation of the solution of past problems for use …
problem solving processes based on the adaptation of the solution of past problems for use …
Comparing Bayesian inference and case-based reasoning as support techniques in the diagnosis of Acute Bacterial Meningitis
E Ocampo, M Maceiras, S Herrera, C Maurente… - Expert systems with …, 2011 - Elsevier
The amount of information available for physicians has dramatically increased in the recent
past. In contrast, the specialist's ability to understand, synthesize and take into account such …
past. In contrast, the specialist's ability to understand, synthesize and take into account such …
Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis
YJ Park, SH Chun, BC Kim - Artificial intelligence in medicine, 2011 - Elsevier
OBJECTIVE: The paper studies the new learning technique called cost-sensitive case-
based reasoning (CSCBR) incorporating unequal misclassification cost into CBR model …
based reasoning (CSCBR) incorporating unequal misclassification cost into CBR model …
Advances in case-based reasoning in the health sciences
This is the third special issue of the international journal Artificial Intelligence in Medicine
dedicated to case-based reasoning (CBR) in the health sciences. The field has developed in …
dedicated to case-based reasoning (CBR) in the health sciences. The field has developed in …