Feature Extraction, Construction and Selection PDF
By:Huan Liu,Hiroshi Motoda
Published on 1998-08-31 by Springer Science & Business Media
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.
This Book was ranked at 2 by Google Books for keyword Computers Technology Programming novel.
Book ID of Feature Extraction, Construction and Selection's Books is zi_0EdWW5fYC, Book which was written byHuan Liu,Hiroshi Motodahave ETAG "GZZV9aZAhEs"
Book which was published by Springer Science & Business Media since 1998-08-31 have ISBNs, ISBN 13 Code is 9780792381969 and ISBN 10 Code is 0792381963
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "410 Pages" is Printed at BOOK under CategoryComputers
Book was written in en
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