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Case-based reasoning : a texbook

Author: Michael M Richter; Rosina O Weber; Springer Science+Business Media.
Publisher: Heidelberg ; New York ; Dordrecht ; London : Springer, © 2013.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This pioneering English-language textbook on case-based reasoning includes chapter summaries, background notes, and exercises. The class-tested, systematic presentation moves from core principles to  Read more...

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Document Type: Book
All Authors / Contributors: Michael M Richter; Rosina O Weber; Springer Science+Business Media.
ISBN: 9783642401664 364240166X 9783642401671 3642401678
OCLC Number: 1022826088
Description: XVIII, 546 stron : ilustracje (w tym kolorowe) ; 24 cm.
Contents: Part I - Basics and Preliminaries.- Chap. 1 - Introduction.- Chap. 2 - Basic CBR Elements.- Chap. 3 - Extended View.- Chap. 4 - Application Examples.- Part II - Core Methods.- Chap. 5 - Case Representations.- Chap. 6 - Basic Similarity Topics.- Chap. 7 - Complex Similarity Topics.- Chap. 8 - Retrieval.- Chap. 9 - Adaptation.- Chap. 10 - Evaluation, Revisions, and Learning.- Chap. 11 - Development and Maintenance.- Part III - Advanced Elements.- Chap. 12 - Advanced CBR Elements.- Chap. 13 - Advanced Similarity Topics.- Chap. 14 - Advanced Retrieval.- Chap. 15 - Uncertainty.- Chap. 16 - Probabilities.- Part IV - Complex Knowledge Sources.- Chap. 17 - Textual CBR.- Chap. 18 - Images.- Chap. 19 - Sensor Data and Speech.- Chap. 20 - Conversational CBR.- Chap. 21 - Knowledge Management.- Part V - Appendices.- Chap. 22 - Basic Formal Definitions and Methods.- Chap. 23 - Relations and Comparisons with Other Techniques.
Responsibility: Michael M. Richter, Rosina O. Weber.

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