How Long to Read Pattern Recognition with Fuzzy Objective Function Algorithms

By James C. Bezdek

How Long Does it Take to Read Pattern Recognition with Fuzzy Objective Function Algorithms?

It takes the average reader 4 hours and 34 minutes to read Pattern Recognition with Fuzzy Objective Function Algorithms by James C. Bezdek

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

Description

The fuzzy set was conceived as a result of an attempt to come to grips with the problem of pattern recognition in the context of imprecisely defined categories. In such cases, the belonging of an object to a class is a matter of degree, as is the question of whether or not a group of objects form a cluster. A pioneering application of the theory of fuzzy sets to cluster analysis was made in 1969 by Ruspini. It was not until 1973, however, when the appearance of the work by Dunn and Bezdek on the Fuzzy ISODATA (or fuzzy c-means) algorithms became a landmark in the theory of cluster analysis, that the relevance of the theory of fuzzy sets to cluster analysis and pattern recognition became clearly established. Since then, the theory of fuzzy clustering has developed rapidly and fruitfully, with the author of the present monograph contributing a major share of what we know today. In their seminal work, Bezdek and Dunn have introduced the basic idea of determining the fuzzy clusters by minimizing an appropriately defined functional, and have derived iterative algorithms for computing the membership functions for the clusters in question. The important issue of convergence of such algorithms has become much better understood as a result of recent work which is described in the monograph.

How long is Pattern Recognition with Fuzzy Objective Function Algorithms?

Pattern Recognition with Fuzzy Objective Function Algorithms by James C. Bezdek is 267 pages long, and a total of 68,619 words.

This makes it 90% the length of the average book. It also has 84% more words than the average book.

How Long Does it Take to Read Pattern Recognition with Fuzzy Objective Function Algorithms Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 14 minutes to read Pattern Recognition with Fuzzy Objective Function Algorithms aloud.

What Reading Level is Pattern Recognition with Fuzzy Objective Function Algorithms?

Pattern Recognition with Fuzzy Objective Function Algorithms 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.

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