Case-Based Reasoning on Images and Signals

Language: English

Published by Springer, Berlin, Springer Berlin Heidelberg, Springer, 2007

3540731784 / 9783540731788

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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 utilised. Signalinterpretation(1D,2D,or3Dsignalinterpretation)istheprocessof mapping the numerical representation of a signal into logical representations suitable for signal descriptions. A signal-interpreting system must be able to extract symbolic features from the raw data e.g., the image (e.g., irregular structure inside the nodule, area of calci cation, and sharp margin). This is a complex process; the signal passes through several general processing steps before the nal symbolic description is obtained. The structure of the book is divided into a theoretical part and intoan application-oriented part. 436 pp. Englisch.…

Seller Inventory # 9783540731788

Title
Case-Based Reasoning on Images and Signals
Author
Petra Perner
Publisher
Springer, Berlin, Springer Berlin Heidelberg, Springer
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3540731784
ISBN 13
9783540731788
Item weight
1,770 grams
Dimensions
235x155x35 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany