Non-Standard Parameter Adaptation for Exploratory Data Analysis

by Colin Fyfe, Wesam Ashour Barbakh, Ying Wu

Book Overview

Review of Clustering Algorithms.- Review of Linear Projection Methods.- Non-standard Clustering Criteria.- Topographic Mappings and Kernel Clustering.- Online Clustering Algorithms and Reinforcement Learning.- Connectivity Graphs and Clustering with Similarity Functions.- Reinforcement Learning of Projections.- Cross Entropy Methods.- Artificial Immune Systems.- Conclusions.

• Format: Paperback
• Language: English
• ISBN: 3642260551
• ISBN13: 9783642260551
• Release Date: March 2012
• Publisher: Springer
• Length: 223 Pages
• Weight: 0.75 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"