Positive Unlabeled Learning

by Andreas Spanias and Kristen Jaskie

Machine learning and artificial intelligence (AI) are powerful tools that create predictive models, extract information, and help make complex decisions. They do this by examining an enormous quantity of labeled training data to find patterns too complex for human observation. However, in many real-world applications, well-labeled data can be difficult, expensive, or even impossible to obtain. In some cases, such as when identifying rare objects like...

• Format: Paperback
• Language: English
• ISBN: 3031791738
• ISBN13: 9783031791734
• Release Date: April 2022
• Publisher: Springer
• Length: 134 Pages
• Weight: 0.62 lbs.
• Dimensions: 0.3" x 7.5" x 9.3"