書目名稱 | Case-Based Reasoning on Images and Signals | 編輯 | Petra Perner | 視頻video | http://file.papertrans.cn/223/222341/222341.mp4 | 概述 | First edited book that deals with the special topic of signals and images within Case-Based Reasoning (CBR).Includes supplementary material: | 叢書名稱 | Studies in Computational Intelligence | 圖書封面 |  | 描述 | This book is the ?rst edited book that deals with the special topic of signals and images within case-based reasoning (CBR). Signal-interpreting systems are becoming increasingly popular in medical, industrial, ecological, biotechnological and many other applications. Existing statisticalandknowledge-basedtechniqueslackrobustness,accuracy,and?- ibility. New strategies are needed that can adapt to changing environmental conditions, signal variation, user needs and process requirements. Introducing CBRstrategiesintosignal-interpretingsystemscansatisfytheserequirements. CBR can be used to control the signal-processing process in all phases of a signal-interpreting system to derive information of the highest possible qu- ity. Beyond this CBR o?ers di?erent learning capabilities, for all phases of a signal-interpretingsystem,thatsatisfydi?erentneedsduringthedevelopment process of a signal-interpreting system. In the outline of this book we summarize under the term “signal” signals of 1-dimensional, 2-dimensional or 3-dimensional nature. The unique data and the necessary computation techniques require ext- ordinary case representations, similarity measures and CBR strategies to be utilis | 出版日期 | Book 2008 | 關(guān)鍵詞 | Case-Based Reasoning; Signal; Statistica; classification; computational intelligence; image processing; im | 版次 | 1 | doi | https://doi.org/10.1007/978-3-540-73180-1 | isbn_softcover | 978-3-642-09221-3 | isbn_ebook | 978-3-540-73180-1Series ISSN 1860-949X Series E-ISSN 1860-9503 | issn_series | 1860-949X | copyright | Springer-Verlag Berlin Heidelberg 2008 |
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