Case-based reasoning: A review

I Watson, F Marir - The knowledge engineering review, 1994 - cambridge.org
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 …

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 …

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 …

Medical applications in case-based reasoning

A Holt, I Bichindaritz, R Schmidt… - The Knowledge …, 2005 - cambridge.org
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 …

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 …

[BUKU][B] Soft computing in case based reasoning

SK Pal, TS Dillon, DS Yeung - 2012 - books.google.com
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 …

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 …

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 …

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 …

Advances in case-based reasoning in the health sciences

I Bichindaritz, S Montani - Artificial Intelligence in Medicine, 2011 - Elsevier
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 …