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The Resource Case-based reasoning : a textbook, Michael M. Richter (Fachbereich Informatik (retired) Universität Kaiserslautern, Kaiserslautern, Germany), Rosina O. Weber (The College of Computing & Informatics Drexel University, Philadelphia, PA USA)

Case-based reasoning : a textbook, Michael M. Richter (Fachbereich Informatik (retired) Universität Kaiserslautern, Kaiserslautern, Germany), Rosina O. Weber (The College of Computing & Informatics Drexel University, Philadelphia, PA USA)

Label
Case-based reasoning : a textbook
Title
Case-based reasoning
Title remainder
a textbook
Statement of responsibility
Michael M. Richter (Fachbereich Informatik (retired) Universität Kaiserslautern, Kaiserslautern, Germany), Rosina O. Weber (The College of Computing & Informatics Drexel University, Philadelphia, PA USA)
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Contributor
Author
Subject
Language
eng
Summary
"This textbook presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications. In the chapters in Part I the authors present the basic elements of CBR without assuming prior reader knowledge; Part II explains the core methods, in particular case representations, similarity topics, retrieval, adaptation, evaluation, revisions, learning, development, and maintenance; Part III offers advanced views of these topics, additionally covering uncertainty and probabilities; and Part IV shows the range of knowledge sources, with chapters on textual CBR, images, sensor data and speech, conversational CBR, and knowledge management. The book concludes with appendices that offer short descriptions of the basic formal definitions and methods, and comparisons between CBR and other techniques." --
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Unedited summary from book
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CtWfDGI
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Case-based reasoning : a textbook, Michael M. Richter (Fachbereich Informatik (retired) Universität Kaiserslautern, Kaiserslautern, Germany), Rosina O. Weber (The College of Computing & Informatics Drexel University, Philadelphia, PA USA)
Label
Case-based reasoning : a textbook, Michael M. Richter (Fachbereich Informatik (retired) Universität Kaiserslautern, Kaiserslautern, Germany), Rosina O. Weber (The College of Computing & Informatics Drexel University, Philadelphia, PA USA)
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Copyright
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9783642401671&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4359346'}
Extent
1 online resource
Form of item
online
Isbn
9783642401671
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

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      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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