E-Health Care Information Systems: An Introduction for Students and Professionals

CHAPTER ELEVEN

E-HEALTH INTELLIGENCE

A Multiple-Level Clustering Approach for E-Health Data Mining

Chih-Ping Wei, Paul Jen-Hwa Hu, Liang-Ming Kung, Joseph Tan

I. Learning Objectives

II. Introduction

III. Fundamentals of Clustering Analysis Techniques

A. Attribute Types and Distance Measures

B. Common Clustering Analysis Approaches

C. Determining Number of Clusters

IV. Representation of Constructive Data Mining Techniques

V. Development of Constructive Clustering Analysis Technique

A. Measure for Determining Optimal Concept Space

B. Constructive Clustering Analysis Algorithm

VI. Empirical Evaluation

A. Application Overview

B. Evaluation of Clustering ...