Stock Image

Rough Granular Computing in Knowledge Discovery and Data Mining

J. Stepaniuk

Published by Springer
ISBN 10: 3540708006 / ISBN 13: 9783540708001
New / Hardcover / Quantity Available: 20
From BuySomeBooks (Las Vegas, NV, U.S.A.)
Available From More Booksellers
View all  copies of this book
Add to basket
List Price: US$
Price: US$ 338.85
Convert Currency
Shipping: US$ 3.95
Within U.S.A.
Destination, Rates & Speeds

30 Day Returns Policy

Save for Later

About the Book

Bibliographic Details


Title: Rough Granular Computing in Knowledge ...

Publisher: Springer

Binding: Hardcover

Book Condition: New

Book Type: Hardcover

Description:

Hardcover. 162 pages. Dimensions: 9.4in. x 6.2in. x 0.6in.If controversies were to arise, there would be no more need of disputation between two philosophers than between two accountants. For it would suce to take their pencils in their hands, and say to each other: Let us calculate. Gottfried Wilhelm Leibniz (16461716) Dissertio de Arte Combinatoria (Leipzig, 1666) GottfriedWilhelm Leibniz, oneofthe greatestmathematicians, discussedcalculi ofthoughts. Onlymuchlater, did it becomeevidentthat newtools arenecessary for developing such calculi, e. g. , due to the necessity of reasoning under unc- tainty about objects and (vague) concepts. Fuzzy set theory (Lot A. Zadeh, 1965) and rough set theory (Zdzisla w Pawlak, 1982) represent two dierent - proaches to vagueness. Fuzzy set theory addresses gradualness of knowledge, expressed by the fuzzy membership, whereas rough set theory addresses gra- larity of knowledge, expressed by the indiscernibility relation. Granular comp- ing (Zadeh, 1973, 1998)iscurrentlyregardedasa uniedframeworkfor theories, methodologies and techniques for modeling calculi of thoughts, based on objects called granules. The book RoughGranular Computing in Knowledge Discovery and Data Mining written by ProfessorJaroslawStepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing - eas: granular computing, rough sets, and knowledge discovery and data mining (KDD). In the book, the KDD foundations based on the rough set approach and granular computing are discussed together with illustrative applications. In searching for relevant patterns or in inducing (constructing) classiers in KDD, dierent kinds of granulesaremodeled. In this modeling process, granulescalled approximation spaces play a special rule. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Bookseller Inventory # 9783540708001

About this title:

Book ratings provided by GoodReads:
0 avg rating
(0 ratings)

Synopsis: If controversies were to arise, there would be no more need of disputation between two philosophers than between two accountants. For it would su?ce to take their pencils in their hands, and say to each other: ?Let us calculate?. Gottfried Wilhelm Leibniz (1646?1716) Dissertio de Arte Combinatoria (Leipzig, 1666) GottfriedWilhelm Leibniz, oneofthe greatestmathematicians,discussedcalculi ofthoughts. Onlymuchlater,did it becomeevidentthat newtools arenecessary for developing such calculi, e. g. , due to the necessity of reasoning under unc- tainty about objects and (vague) concepts. Fuzzy set theory (Lot? A. Zadeh, 1965) and rough set theory (Zdzisla w Pawlak, 1982) represent two di?erent - proaches to vagueness. Fuzzy set theory addresses gradualness of knowledge, expressed by the fuzzy membership, whereas rough set theory addresses gra- larity of knowledge, expressed by the indiscernibility relation. Granular comp- ing (Zadeh,1973,1998)iscurrentlyregardedasa uni?edframeworkfor theories, methodologies and techniques for modeling calculi of thoughts, based on objects called granules. The book ?Rough?Granular Computing in Knowledge Discovery and Data Mining? written by ProfessorJaroslawStepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing - eas: granular computing, rough sets, and knowledge discovery and data mining (KDD). In the book, the KDD foundations based on the rough set approach and granular computing are discussed together with illustrative applications. In searching for relevant patterns or in inducing (constructing) classi?ers in KDD, di?erent kinds of granulesaremodeled. In this modeling process, granulescalled approximation spaces play a special rule.

Product Description:

The book "Rough-Granular Computing in Knowledge Discovery and Data Mining" written by Professor Jaroslaw Stepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing areas: granular computing, rough sets, and knowledge discovery and data mining (KDD). In the book, the KDD foundations based on the rough set approach and granular computing are discussed together with illustrative applications. In searching for relevant patterns or in inducing (constructing) classifiers in KDD, different kinds of granules are modeled. In this modeling process, granules called approximation spaces play a special rule. Approximation spaces are defined by neighborhoods of objects and measures between sets of objects. In the book, the author underlines the importance of approximation spaces in searching for relevant patterns and other granules on different levels of modeling for compound concept approximations. Calculi on such granules are used for modeling computations on granules in searching for target (sub) optimal granules and their interactions on different levels of hierarchical modeling. The methods based on the combination of granular computing, the rough and fuzzy set approaches allow for an efficient construction of the high quality approximation of compound concepts.

"About this title" may belong to another edition of this title.

Bookseller & Payment Information

Payment Methods

This bookseller accepts the following methods of payment:

  • American Express
  • MasterCard
  • Visa

[Search this Seller's Books]

[List this Seller's Books]

[Ask Bookseller a Question]

Bookseller: BuySomeBooks
Address: Las Vegas, NV, U.S.A.

AbeBooks Bookseller Since: May 21, 2012
Bookseller Rating: 5-star rating

Terms of Sale:

We guarantee the condition of every book as it's described on the Abebooks web
sites. If you're dissatisfied with your purchase (Incorrect Book/Not as
Described/Damaged) or if the order hasn't arrived, you're eligible for a refund
within 30 days of the estimated delivery date. If you've changed your mind about a book that you've ordered, please use the Ask bookseller a question link to contact us and we'll respond within 2 business days.

BuySomeBooks is operated by Drive-On-In, Inc., a Nevada co...

[More Information]

Shipping Terms:

Orders usually ship within 1-2 business days. Books are shipped from multiple locations so your order may arrive from Las Vegas,NV, Roseburg,OR, La Vergne,TN, Momence,IL, or Commerce,GA.


Store Description: BuySomeBooks is great place to get your books online. With over eight million titles available we're sure to have what you're looking for. Despite having a large selection of new books available for immediate shipment and excellent customer service, people still tell us they prefer us because of our prices.