عنوان

Feature Extraction, Construction and Selection

شابک

9781461376224

شابک

9781461557258

شماره

b403403

عنوان اصلي

Feature Extraction, Construction and Selection

نام عام مواد

[Book]

ساير اطلاعات عنواني

A Data Mining Perspective /

نام نخستين پديدآور

edited 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

453

شاپا ي ISSN فروست

0893-3405 ;

متن يادداشت

There is a broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data pre-processing is an essential step in the knowledge discovery process for real-world applications. This book compiles contributions from many leading and active researchers in this growing field and paints a picture of the state-of-the-art techniques that can boost the capabilities of many existing data mining tools. The objective of this collection is to increase the awareness of the data mining community about research into feature extraction, construction and selection, which are currently conducted mainly in isolation. This book is part of an endeavor to produce a contemporary overview of modern solutions, to create synergy among these seemingly different branches, and to pave the way for developing meta-systems and novel approaches. The book can be used by researchers and graduate students in machine learning, data mining, and knowledge discovery, who wish to understand techniques of feature extraction, construction and selection for data pre-processing and to solve large size, real-world problems. The book can also serve as a reference work for those who are conducting research into feature extraction, construction and selection, and are ready to meet the exciting challenges ahead of us.

شماره استاندارد بين المللي کتاب و موسيقي

9781461376224

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer science.

موضوع مستند نشده

Data structures (Computer science).

موضوع مستند نشده

Statistics.

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