Automated knowledge acquisition

著者

• Sestito, Sabrina
• Dillon, Tharam
• Knowledge Systems Research Pty. Ltd.

書誌事項

Automated knowledge acquisition

Sabrina Sestito, Tharam S. Dillon ; developed and edited by Knowledge Systems Research Pty Ltd

（Prentice Hall international series in computer systems science and engineering）

Prentice Hall, c1994

注記

Includes bibliographical references and index

内容説明・目次

内容説明

This tutorial provides clear explanations of techniques for automated knowledge acquisition. Covers topics such as induction algorithms using decision trees; induction algorithms using progressive rule generation; sub-symbolic learning methods, artificial neural networks; other machine learning paradigms; theoretical considerations; the extraction of rules and concepts using a single-layered Hebbian neural network; BRAINNE - automated knowledge acquisition using multi-layered neural network; and BRAINNE in the real world. For computer professionals who wish to gain a good understanding of automated knowledge acquisition techniques.

目次

• General considerations
• induction algorithms using decision trees
• induction algorithms using progressive rule generation
• sub-symbolic learning methods - artificial neural networks
• other machine learning paradigms
• theoretical considerations
• the extraction of rules and concepts using a single-layered Hebbian neural network
• BRAINNE - automated knowledge acquisition using multi-layered neural network
• BRAINNE in the real world.

「Nielsen BookData」 より

• NII書誌ID(NCID): BA2406549X
• ISBN:
  • 0133011364
• LCCN: 94011133
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York ; Sydney
• ページ数/冊数: x, 378 p.
• 大きさ: 24 cm
• 分類:
  • LCC : QA76.76.E95
  • DC20 : 006.3/3
• 件名:
  • LCSH : Knowledge acquisition (Expert systems)
• 親書誌ID:
  • BA24065558