Co-Clustering: Models, Algorithms and Applications

Cluster or co-cluster analyses are important tools in a variety of scientific areas. The introduction of this book presents a state of the art of already well-established, as well as more recent methods of co-clustering. The authors mainly deal with the two-mode partitioning under different approaches, but pay particular attention to a probabilistic approach.

Chapter 1 concerns clustering in general and the model-based clustering in particular. The authors briefly review the classical clust...