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Graph-based semi-supervised learning [electronic resource]

  • 作者: Subramanya, Amarnag.
  • 其他作者:
  • 其他題名:
    • Synthesis lectures on artificial intelligence and machine learning ;
  • 出版: [San Rafael, CA] : Morgan & Claypool Publishers
  • 版本:1st ed.
  • 叢書名: Synthesis lectures on artificial intelligence and machine learning ;29
  • 主題: Machine learning--Graphic methods. , Supervised learning (Machine learning)
  • ISBN: 9781627052023 (electronic bk.)
  • FIND@SFXID: CGU
  • 資料類型: 電子書
  • 內容註: Includes bibliographical references and index. Graph-based semi-supervised learning -- Abstract -- Dedication -- Contents -- Chapter 1. Introduction -- Chapter 2. Graph Construction -- Chapter 3. Learning and Inference -- Chapter 4. Scalability -- Chapter 5. Applications -- Chapter 6. Future Work -- Appendix A. Notations -- Appendix B. Solving Modified Adsorption (MAD) Objective -- Appendix C. Alternating Minimization -- Appendix D. Software -- Bibliography -- Authors' Biographies -- Index.
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  • 系統號: 005407143 | 機讀編目格式
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