Learning with Uncertainty

By Xizhao Wang and Junhai Zhai

Book Overview

Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of uncertainty. The book starts with the introduction

• Format: Paperback
• Language: English
• ISBN: 0367574179
• ISBN13: 9780367574178
• Release Date: June 2020
• Publisher: CRC Press
• Length: 227 Pages
• Weight: 0.75 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"