Logical and relational learning

書誌事項

Logical and relational learning

Luc De Raedt

(Cognitive technologies)

Springer, c2008

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

This first textbook on multi-relational data mining and inductive logic programming provides a complete overview of the field. It is self-contained and easily accessible for graduate students and practitioners of data mining and machine learning.

目次

An Introduction to Logic.- An Introduction to Learning and Search.- Representations for Mining and Learning.- Generality and Logical Entailment.- The Upgrading Story.- Inducing Theories.- Probabilistic Logic Learning.- Kernels and Distances for Structured Data.- Computational Aspects of Logical and Relational Learning.- Lessons Learned.

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詳細情報

  • NII書誌ID(NCID)
    BA87285162
  • ISBN
    • 9783540200406
  • LCCN
    2008933706
  • 出版国コード
    gw
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Berlin
  • ページ数/冊数
    xv, 387 p.
  • 大きさ
    24 cm
  • 親書誌ID
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