Feature Extraction Construction and Selection is popular PDF and ePub book, written by Huan Liu in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Feature Extraction Construction and Selection can be Read Online from any device for your convenience.
Feature Extraction Construction and Selection Book PDF Summary
There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine learning. Data preprocessing 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-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 the research of feature extraction, construction and selection, which are currently conducted mainly in isolation. This book is part of our 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. Even with today's advanced computer technologies, discovering knowledge from data can still be fiendishly hard due to the characteristics of the computer generated data. Feature extraction, construction and selection are a set of techniques that transform and simplify data so as to make data mining tasks easier. Feature construction and selection can be viewed as two sides of the representation problem.
Detail Book of Feature Extraction Construction and Selection PDF
- Author : Huan Liu
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461557258
- Genre : Computers
- Total Page : 418 pages
- Language : English
- PDF File Size : 15,5 Mb
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