Studies in Computational Intelligence

Statistical Implicative Analysis

Theory and Applications

Editors: Gras, R., Suzuki, E., Guillet, F., Spagnolo, F. (Eds.)

  • Presents latest results in statistical implicative analysis

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eBook $269.00
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  • ISBN 978-3-540-78983-3
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Hardcover $339.00
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  • ISBN 978-3-540-78982-6
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Softcover $339.00
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  • ISBN 978-3-642-09777-5
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About this book

Statistical implicative analysis is a data analysis method created by Régis Gras almost thirty years ago which has a significant impact on a variety of areas ranging from pedagogical and psychological research to data mining. Statistical implicative analysis (SIA) provides a framework for evaluating the strength of implications; such implications are formed through common knowledge acquisition techniques in any learning process, human or artificial. This new concept has developed into a unifying methodology, and has generated a powerful convergence of thought between mathematicians, statisticians, psychologists, specialists in pedagogy and last, but not least, computer scientists specialized in data mining.

This volume collects significant research contributions of several rather distinct disciplines that benefit from SIA. Contributions range from psychological and pedagogical research, bioinformatics, knowledge management, and data mining.

Table of contents (22 chapters)

  • An overview of the Statistical Implicative Analysis (SIA) development

    Gras, Régis (et al.)

    Pages 11-40

  • CHIC: Cohesive Hierarchical Implicative Classification

    Couturier, Raphaël

    Pages 41-53

  • Assessing the interestingness of temporal rules with Sequential Implication Intensity

    Blanchard, Julien (et al.)

    Pages 55-71

  • Student's Algebraic Knowledge Modelling: Algebraic Context as Cause of Student's Actions

    Croset, Marie-Caroline (et al.)

    Pages 75-98

  • The graphic illusion of high school students

    Lacasta, Eduardo (et al.)

    Pages 99-117

Buy this book

eBook $269.00
price for USA (gross)
  • ISBN 978-3-540-78983-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $339.00
price for USA
  • ISBN 978-3-540-78982-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $339.00
price for USA
  • ISBN 978-3-642-09777-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Implicative Analysis
Book Subtitle
Theory and Applications
Editors
  • Régis Gras
  • Einoshin Suzuki
  • Fabrice Guillet
  • Filippo Spagnolo
Series Title
Studies in Computational Intelligence
Series Volume
127
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-78983-3
DOI
10.1007/978-3-540-78983-3
Hardcover ISBN
978-3-540-78982-6
Softcover ISBN
978-3-642-09777-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XV, 513
Topics