How Long to Read Spectral Clustering and Biclustering

How Long Does it Take to Read Spectral Clustering and Biclustering?

It takes the average reader 5 hours and 3 minutes to read Spectral Clustering and Biclustering by Marianna Bolla

Assuming a reading speed of 250 words per minute. Learn more

Description

Explores regular structures in graphs and contingency tables by spectral theory and statistical methods This book bridges the gap between graph theory and statistics by giving answers to the demanding questions which arise when statisticians are confronted with large weighted graphs or rectangular arrays. Classical and modern statistical methods applicable to biological, social, communication networks, or microarrays are presented together with the theoretical background and proofs. This book is suitable for a one-semester course for graduate students in data mining, multivariate statistics, or applied graph theory; but by skipping the proofs, the algorithms can also be used by specialists who just want to retrieve information from their data when analysing communication, social, or biological networks. Spectral Clustering and Biclustering: Provides a unified treatment for edge-weighted graphs and contingency tables via methods of multivariate statistical analysis (factoring, clustering, and biclustering). Uses spectral embedding and relaxation to estimate multiway cuts of edge-weighted graphs and bicuts of contingency tables. Goes beyond the expanders by describing the structure of dense graphs with a small spectral gap via the structural eigenvalues and eigen-subspaces of the normalized modularity matrix. Treats graphs like statistical data by combining methods of graph theory and statistics. Establishes a common outline structure for the contents of each algorithm, applicable to networks and microarrays, with unified notions and principles.

How long is Spectral Clustering and Biclustering?

Spectral Clustering and Biclustering by Marianna Bolla is 296 pages long, and a total of 75,776 words.

This makes it 100% the length of the average book. It also has 93% more words than the average book.

How Long Does it Take to Read Spectral Clustering and Biclustering Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 54 minutes to read Spectral Clustering and Biclustering aloud.

What Reading Level is Spectral Clustering and Biclustering?

Spectral Clustering and Biclustering is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Spectral Clustering and Biclustering?

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