Coverart for item
The Resource Case-based reasoning on images and signals, Petra Perner, (ed.), (electronic book)

Case-based reasoning on images and signals, Petra Perner, (ed.), (electronic book)

Label
Case-based reasoning on images and signals
Title
Case-based reasoning on images and signals
Statement of responsibility
Petra Perner, (ed.)
Contributor
Subject
Language
eng
Summary
This book is the first 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 statistical and knowledge-based techniques lack robustness, accuracy and flexibility. New strategies are needed that can adapt to changing environmental conditions, signal variation, user needs and process requirements. Introducing CBR strategies into signal-interpreting systems can satisfy these requirements. 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 quality. Beyond this CBR offers different learning capabilities, for all phases of a signal-interpreting system, that satisfy different needs during the development process of a signal-interpreting system. The structure of the book is divided into a theoretical part and into an application-oriented part. Scientists and computer science experts from industry, medicine and biotechnology who like to work on the special topics of CBR for signals and images will find this work useful. Although case-based reasoning is often not a standard lecture at universities we hope we to also inspire PhD students to deal with this topic
Member of
Cataloging source
GW5XE
Dewey number
621.36/7
Illustrations
illustrations
Index
no index present
LC call number
TA1637
LC item number
.C37 2008eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Perner, Petra
Series statement
Studies in computational intelligence
Series volume
v. 73
http://library.link/vocab/subjectName
  • Image processing
  • Signal processing
  • Computational intelligence
Label
Case-based reasoning on images and signals, Petra Perner, (ed.), (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
To Case-Based Reasoning for Signals and Images -- Similarity -- Distance Function Learning for Supervised Similarity Assessment -- Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations -- Graph Matching -- Memory Structures and Organization in Case-Based Reasoning -- Learning a Statistical Model for Performance Prediction in Case-Based Reasoning -- A CBR Agent for Monitoring the Carbon Dioxide Exchange Rate from Satellite Images -- Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data -- Prototypes and Case-Based Reasoning for Medical Applications -- Case-Based Reasoning for Image Segmentation by Watershed Transformation -- Similarity-Based Retrieval for Biomedical Applications -- Medical Imagery in Case-Based Reasoning -- Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces
Control code
SPR233973295
Dimensions
unknown
Extent
1 online resource (x, 436 pages)
Form of item
online
Isbn
9783540731788
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
9786611850159
Other physical details
illustrations.
Specific material designation
remote
Label
Case-based reasoning on images and signals, Petra Perner, (ed.), (electronic book)
Publication
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
To Case-Based Reasoning for Signals and Images -- Similarity -- Distance Function Learning for Supervised Similarity Assessment -- Induction of Similarity Measures for Case Based Reasoning Through Separable Data Transformations -- Graph Matching -- Memory Structures and Organization in Case-Based Reasoning -- Learning a Statistical Model for Performance Prediction in Case-Based Reasoning -- A CBR Agent for Monitoring the Carbon Dioxide Exchange Rate from Satellite Images -- Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data -- Prototypes and Case-Based Reasoning for Medical Applications -- Case-Based Reasoning for Image Segmentation by Watershed Transformation -- Similarity-Based Retrieval for Biomedical Applications -- Medical Imagery in Case-Based Reasoning -- Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces
Control code
SPR233973295
Dimensions
unknown
Extent
1 online resource (x, 436 pages)
Form of item
online
Isbn
9783540731788
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
9786611850159
Other physical details
illustrations.
Specific material designation
remote

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