Fusion Methods for Unsupervised Learning Ensembles

By Bruno Baruque

Book Overview

1 Introduction.- 2 Modelling Human Learning: Artificial Neural Networks.- 3 The Committee of Experts Approach: Ensemble Learning.- 4 Use of Ensembles for Outlier Overcoming.- 5 Ensembles of Topology Preserving Maps.- 6 A Novel Fusion Algorithm for Topology-Preserving Maps.-7 Conclusions.

• Format: Paperback
• Language: English
• ISBN: 3642423280
• ISBN13: 9783642423284
• Release Date: October 2014
• Publisher: Springer
• Length: 141 Pages
• Weight: 0.51 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"