Many biological systems and objects are intrinsically fuzzy as their properties and behaviors contain randomness or uncertainty. This book addresses several important bioinformatics topics using fuzzy concepts and approaches, including measurement of ontological similarity, protein structure prediction/analysis, and microarray data analysis.