ABSTRACT

With a DVD of color figures, Clustering in Bioinformatics and Drug Discovery provides an expert guide on extracting the most pertinent information from pharmaceutical and biomedical data. It offers a concise overview of common and recent clustering methods used in bioinformatics and drug discovery.Setting the stage for subsequent material, the firs

chapter 1|26 pages

Introduction

chapter 2|42 pages

Data

chapter 3|22 pages

Clustering Forms

chapter 4|12 pages

Partitional Algorithms

chapter 5|10 pages

Cluster Sampling Algorithms

chapter 6|8 pages

Hierarchical Algorithms

chapter 7|8 pages

Hybrid Algorithms

chapter 8|8 pages

Asymmetry

chapter 9|18 pages

Ambiguity

chapter 10|14 pages

Validation

chapter 11|12 pages

Large Scale and Parallel Algorithms

chapter 12|12 pages

Appendices