Co-clustering : models, algorithms and applications /

• Main Authors: Govaert, Gérard (Author), Nadif, Mohamed (Author)
• Format: eBook
• Language: English
• Published: London : Hoboken : ISTE, Ltd. ; John Wiley & Sons, 2014.
• Series: Computer engineering series.
• Subjects: Cluster analysis.; Electronic books.

Briefly presenting different methods from well established to more recent, this title considers a number of different approaches and addresses the difficulty of these classical methods to tackle the high dimensionality, the sparsity, and the scalability that leads to co-clustering.

Table of Contents:

• Cluster Analysis / Gérard Govaert, Mohamed Nadif
• Model-Based Co-Clustering / Gérard Govaert, Mohamed Nadif
• Co-Clustering of Binary and Categorical Data / Gérard Govaert, Mohamed Nadif
• Co-Clustering of Contingency Tables / Gérard Govaert, Mohamed Nadif
• Co-Clustering of Continuous Data / Gérard Govaert, Mohamed Nadif.