9781439826096

Introduction to Semi-Supervised Learning

by ;
  • ISBN13:

    9781439826096

  • ISBN10:

    1439826099

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 6/1/2021
  • Publisher: CRC Press
  • Purchase Benefits
  • Free Shipping On Orders Over $59!
    Your order must be $59 or more to qualify for free economy shipping. Bulk sales, PO's, Marketplace items, eBooks and apparel do not qualify for this offer.
  • Get Rewarded for Ordering Your Textbooks! Enroll Now
List Price: $79.95 Save up to $2.40
  • Buy New
    $77.55
    Add to Cart Free Shipping

    NOT YET PRINTED. PLACE AN ORDER AND WE WILL SHIP IT AS SOON AS IT ARRIVES.

Supplemental Materials

What is included with this book?

  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

Summary

Including the historical background and recent advances in the field as well as theoretical perspectives and real-world applications, this book outlines a systematic framework for implementing semi-supervised learning methods. It provides a toolbox on semi-supervised learning algorithms, presenting illustrations and examples of each algorithm. The book defines and distinguishes supervised learning, unsupervised learning, semi-supervised learning, and other relevant learning tasks. It discusses important semi-supervised learning models, including generative models for semi-supervised learning, semi-supervised support vector machines, and graph-based semi-supervised learning methods. 

Rewards Program

Write a Review