Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2012, Bristol, Uk, September 24-28, 2012. Proceedings, Part I

By Peter A Flach

Aassociation rules and frequent patterns.- Bayesian learning and graphical models.- classification.- dimensionality reduction, feature selection and extraction.- distance-based methods and kernels.- ensemble methods.- graph and tree mining.- large-scale, distributed and parallel mining and learning.- multi-relational mining and learning.- multi-task learning.- natural language processing.- online learning and data streams.

• Format: Paperback
• Language: English
• ISBN: 3642334598
• ISBN13: 9783642334597
• Release Date: August 2012
• Publisher: Springer
• Length: 879 Pages
• Weight: 2.75 lbs.
• Dimensions: 1.8" x 6.1" x 9.2"