New knowledge extraction technique using probability for case-based reasoning: application to medical diagnosis

2006 ◽  
Vol 23 (1) ◽  
pp. 2-20 ◽  
Author(s):  
Yoon-Joo Park ◽  
Byung-Chun Kim ◽  
Se-Hak Chun
Author(s):  
Jose M. Juarez ◽  
Susan Craw ◽  
J. Ricardo Lopez-Delgado ◽  
Manuel Campos

Case-Based Reasoning (CBR) learns new knowledge from data and so can cope with changing environments. CBR is very different from model-based systems since it can learn incrementally as new data is available, storing new cases in its case-base. This means that it can benefit from readily available new data, but also case-base maintenance (CBM) is essential to manage the cases, deleting and compacting the case-base. In the 50th anniversary of CNN (considered the first CBM algorithm), new CBM methods are proposed to deal with the new requirements of Big Data scenarios. In this paper, we present an accessible historic perspective of CBM and we classify and analyse the most recent approaches to deal with these requirements.


2012 ◽  
Vol 30 (1) ◽  
pp. 12-20 ◽  
Author(s):  
Subhagata Chattopadhyay ◽  
Suvendu Banerjee ◽  
Fethi A. Rabhi ◽  
U. Rajendra Acharya

2014 ◽  
Vol 38 (2) ◽  
Author(s):  
Dina A. Sharaf-El-Deen ◽  
Ibrahim F. Moawad ◽  
M. E. Khalifa

2019 ◽  
Vol 1 (1) ◽  
pp. 45
Author(s):  
Roki Hardianto ◽  
Chandra Kusuma

With the development of technology every time, all lines of life are computerized. Likewise, an expert system for determining personality types can help psychologists complete their tasks quickly, precisely and easily. Besides the lack of psychologists in handling cases of personality type analysis is an important note why an expert-based expert determination system is needed. In this study an expert system that was built using a desktop interface can also be based online. Not only when you meet a psychologist you can use it, but you can also use anyone using a PC or smartphone. This research uses the Case Based Reasoning method, where this method is a suitable method in the formulation of new knowledge of the examination of patients in the field of psychology. Referring to a study conducted by Florence Littauer who divided personality types into 4 parts namely Melancholy, Saguinis, Koleris and Plegmatis. It is hoped that this research can help patients and psychologists in analyzing and determining their personality precisely, quickly and easily


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