📖 Data Mining and Data Visualization
Friday, October 12, 2018 by dev
Data Mining and Data Visualization
By:
Published on 2005-05-02 by Elsevier
Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights
This Book was ranked at 31 by Google Books for keyword mining.
Book ID of Data Mining and Data Visualization's Books is fEgUjUPCtsEC, Book which was written by have ETAG "lk03niZMdA8"
Book which was published by Elsevier since 2005-05-02 have ISBNs, ISBN 13 Code is 9780080459400 and ISBN 10 Code is 0080459404
Reading Mode in Text Status is true and Reading Mode in Image Status is true
Book which have "800 Pages" is Printed at BOOK under CategoryMathematics
This Book was rated by Raters and have average rate at ""
This eBook Maturity (Adult Book) status is NOT_MATURE
Book was written in en
eBook Version Availability Status at PDF is true and in ePub is true
Book Preview
