Spectral Clustering, Ordering and Ranking: Statistical Learning with Matrix Factorizations

By Chris Ding and Hongyuan Zha

Spectral clustering, ordering and ranking extensively uses matrix-based methods and algorithms. This approach is amenable to vigorous analysis and is benefiting from a treasury of knowledge of linear algebra and applied mathematics accumulated through the centuries. This text presents recent advances in this subfield.

• Format: Hardcover
• Language: English
• ISBN: 0387304487
• ISBN13: 9780387304489
• Release Date: January 2014
• Publisher: Springer
• Length: 250 Pages