Hardcover in excellent, unmarked, next-to-pristine condition (slightest handling, slight rubbing of the glossy exterior surface). 266 pages. [1.2 lbs].

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Bibliographic Details

Title

Clustering for Data Mining: A Data Recovery Approach (Chapman & Hall/CRC Computer Science and Data Analysis)

Publisher

Chapman and Hall/CRC

Publication Date

2005

Language

English

ISBN 10

1584885343

ISBN 13

9781584885344

Binding

Hardcover

Edition

1st Edition.

Condition

Fine

Book Type

Book

Seller catalogs

Mathematics

About this title

Synopsis

Often considered more as an art than a science, the field of clustering has been dominated by learning through examples and by techniques chosen almost through trial-and-error. Even the most popular clustering methods--K-Means for partitioning the data set and Ward's method for hierarchical clustering--have lacked the theoretical attention that would establish a firm relationship between the two methods and relevant interpretation aids.

Rather than the traditional set of ad hoc techniques, Clustering for Data Mining: A Data Recovery Approach presents a theory that not only closes gaps in K-Means and Ward methods, but also extends them into areas of current interest, such as clustering mixed scale data and incomplete clustering. The author suggests original methods for both cluster finding and cluster description, addresses related topics such as principal component analysis, contingency measures, and data visualization, and includes nearly 60 computational examples covering all stages of clustering, from data pre-processing to cluster validation and results interpretation.

This author's unique attention to data recovery methods, theory-based advice, pre- and post-processing issues that are beyond the scope of most texts, and clear, practical instructions for real-world data mining make this book ideally suited for virtually all purposes: for teaching, for self-study, and for professional reference.

About the Author

Boris Mirkin is a professor of computer science at the University of London, UK.

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I opened my first bookstore in Davis CA in 1985, and started selling online in 1998. I've sold about 50,000 books online, with fewer than 100 returns. I take book descriptions seriously--it's an art--and photos, if not initially available, need only to be requested. I've been away from abebooks a few years, but now am back, with vastly increased shelf space, and plan to double the inventory (while maintaining the erstwhile quality). Non-fiction is my bailiwick, the more specialized and obscure the better. So, we share an interest in specific knowledge, and I will cater to your sphere of knowing as only a 40-year book nerd can. Charles

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