Introduction to Semi-Supervised Learning

by Irwin King and Zenglin Xu

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,...

• Format: Hardcover
• Language: English
• ISBN: 1439826099
• ISBN13: 9781439826096
• Release Date: June 2025
• Publisher: CRC Press
• Length: 250 Pages