书目名称 | Successful Case-based Reasoning Applications |
编辑 | Stefania Montani,Lakhmi C. Jain |
视频video | |
概述 | Latest research using Based-Based Reasoning paradigms in healthcare.Surveys the use of advanced Cased-Based Reasoning Paradigms.State-of-the-Art book |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | Case-based reasoning (CBR) is an Artificial Intelligence (AI) technique to support the capability of reasoning and learning in advanced decision support systems. CBR exploits the specific knowledge collected on previously encountered and solved situations, which are known as cases.In this book, we have collected a selection of papers on very recent CBR applications. These, after an in-depth analysis of their specific application domain needs, propose proper methodological solutions and give encouraging evaluation results, which have in some cases led to the commercialization step. The collected contributions demonstrate the capability of CBR to solve or handle issues which would be too difficult to manage with other classical AI methods and techniques, such as rules or models. The heterogeneity of the involved application domains indicates the flexibility of CBR, and its applicability in all those fields where experiential knowledge is (readily) available. |
出版日期 | Book 2010 |
关键词 | Computational Intelligence; Healthcare; Management; artificial intelligence; case-based reasoning; develo |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-14078-5 |
isbn_softcover | 978-3-642-26434-4 |
isbn_ebook | 978-3-642-14078-5Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | Springer-Verlag Berlin Heidelberg 2010 |