عنوان

Feature Selection for Knowledge Discovery and Data Mining

شابک

9781461376040

شابک

9781461556893

شماره

b403399

عنوان اصلي

Feature Selection for Knowledge Discovery and Data Mining

نام عام مواد

[Book]

نام نخستين پديدآور

by Huan Liu, Hiroshi Motoda.

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

454

شاپا ي ISSN فروست

0893-3405 ;

متن يادداشت

With advanced computer technologies and their omnipresent usage, data accumulates in a speed unmatchable by the human's capacity to process data. To meet this growing challenge, the research community of knowledge discovery from databases emerged. The key issue studied by this community is, in layman's terms, to make advantageous use of large stores of data. In order to make raw data useful, it is necessary to represent, process, and extract knowledge for various applications. Feature Selection for Knowledge Discovery and Data Mining offers an overview of the methods developed since the 1970s and provides a general framework in order to examine these methods and categorize them. This book employs simple examples to show the essence of representative feature selection methods and compares them using data sets with combinations of intrinsic properties according to the objective of feature selection. In addition, the book suggests guidelines on how to use different methods under various circumstances and points out new challenges in this exciting area of research. Feature Selection for Knowledge Discovery and Data Mining is intended to be used by researchers in machine learning, data mining, knowledge discovery and databases as a toolbox of relevant tools that help in solving large real-world problems. This book is also intended to serve as a reference book or secondary text for courses on machine learning, data mining, and databases.

شماره استاندارد بين المللي کتاب و موسيقي

9781461376040

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Data structures (Computer science).

مستند نام اشخاص تاييد نشده

Liu, Huan.

مستند نام اشخاص تاييد نشده

Motoda, Hiroshi.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301081900.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y