How Long to Read Matrix Methods in Data Mining and Pattern Recognition, Second Edition

How Long Does it Take to Read Matrix Methods in Data Mining and Pattern Recognition, Second Edition?

It takes the average reader 3 hours and 57 minutes to read Matrix Methods in Data Mining and Pattern Recognition, Second Edition by Lars Elden

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

Description

This thoroughly revised second edition provides an updated treatment of numerical linear algebra techniques for solving problems in data mining and pattern recognition. Adopting an application-oriented approach, the author introduces matrix theory and decompositions, describes how modern matrix methods can be applied in real life scenarios, and provides a set of tools that students can modify for a particular application. Building on material from the first edition, the author discusses basic graph concepts and their matrix counterparts. He introduces the graph Laplacian and properties of its eigenvectors needed in spectral partitioning and describes spectral graph partitioning applied to social networks and text classification. Examples are included to help readers visualize the results. This new edition also presents matrix-based methods that underlie many of the algorithms used for big data. The book provides a solid foundation to further explore related topics and presents applications such as classification of handwritten digits, text mining, text summarization, PageRank computations related to the Google search engine, and facial recognition. Exercises and computer assignments are available on a Web page that supplements the book. This book is primarily for undergraduate students who have previously taken an introductory scientific computing/numerical analysis course and graduate students in data mining and pattern recognition areas who need an introduction to linear algebra techniques.

How long is Matrix Methods in Data Mining and Pattern Recognition, Second Edition?

Matrix Methods in Data Mining and Pattern Recognition, Second Edition by Lars Elden is 229 pages long, and a total of 59,311 words.

This makes it 77% the length of the average book. It also has 72% more words than the average book.

How Long Does it Take to Read Matrix Methods in Data Mining and Pattern Recognition, Second Edition Aloud?

The average oral reading speed is 183 words per minute. This means it takes 5 hours and 24 minutes to read Matrix Methods in Data Mining and Pattern Recognition, Second Edition aloud.

What Reading Level is Matrix Methods in Data Mining and Pattern Recognition, Second Edition?

Matrix Methods in Data Mining and Pattern Recognition, Second Edition 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 Matrix Methods in Data Mining and Pattern Recognition, Second Edition?

Matrix Methods in Data Mining and Pattern Recognition, Second Edition by Lars Elden is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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