Introduction to Scientific Data Mining: Direct Kernel Methods and Applications

Abstract

This chapter contains sections titled: Introduction What Is Data Mining? Basic Definitions for Data Mining Introduction to Direct Kernel Methods Direct Kernel Ridge Regression Case Study #1: Predicting the Binding Energy for Amino Acids Case Study #2: Predicting the Region of Origin for Italian Olive Oils Case Study #3: Predicting Ischemia from Magnetocardiography Fusion of Soft Computing and Hard Computing Conclusions ]]>