Edwin R. Hancock & Marcello Pelillo 
Similarity-Based Pattern Recognition [PDF ebook] 
First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011, Proceedings

This book constitutes the proceedings of the First International Workshop on Similarity Based Pattern Recognition, SIMBAD 2011, held in Venice, Italy, in September 2011. The 16 full papers and 7 poster papers presented were carefully reviewed and selected from 35 submissions. The contributions are organized in topical sections on dissimilarity characterization and analysis; generative models of similarity data; graph-based and relational models; clustering and dissimilarity data; applications; spectral methods and embedding.