عنوان

Data Mining Methods for Knowledge Discovery

شابک

9781461375579

شابک

9781461555896

شماره

b403387

عنوان اصلي

Data Mining Methods for Knowledge Discovery

نام عام مواد

[Book]

نام نخستين پديدآور

by Krzysztof J. Cios, Witold Pedrycz, Roman W. Swiniarski.

محل نشرو پخش و غیره

Boston, MA :

نام ناشر، پخش کننده و غيره

Imprint: Springer,

تاریخ نشرو بخش و غیره

1998.

عنوان فروست

Springer International Series in Engineering and Computer Science,

مشخصه جلد

458

شاپا ي ISSN فروست

0893-3405 ;

متن يادداشت

Data Mining Methods for Knowledge Discovery provides an introduction to the data mining methods that are frequently used in the process of knowledge discovery. This book first elaborates on the fundamentals of each of the data mining methods: rough sets, Bayesian analysis, fuzzy sets, genetic algorithms, machine learning, neural networks, and preprocessing techniques. The book then goes on to thoroughly discuss these methods in the setting of the overall process of knowledge discovery. Numerous illustrative examples and experimental findings are also included. Each chapter comes with an extensive bibliography. Data Mining Methods for Knowledge Discovery is intended for senior undergraduate and graduate students, as well as a broad audience of professionals in computer and information sciences, medical informatics, and business information systems.

شماره استاندارد بين المللي کتاب و موسيقي

9781461375579

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Data structures (Computer science).

موضوع مستند نشده

Information storage and retrieval systems.

موضوع مستند نشده

Management information systems.

مستند نام اشخاص تاييد نشده

Cios, Krzysztof J.

مستند نام اشخاص تاييد نشده

Pedrycz, Witold.

مستند نام اشخاص تاييد نشده

Swiniarski, Roman W.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301080400.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y