|
|
libcats.org
Handbook of Statistics 24: Data Mining and Data VisualizationC.R. Rao, E. J. Wegman, J. L. SolkaThis book 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.
Популярные книги за неделю:
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Introduction to Functional Programming (Prentice Hall International Series in Computing Science)Автор: Richard Bird, Автор: Philip WadlerКатегория: Математика, Прикладная математика
Размер книги: 4.73 Mb
The Clean Coder: A Code of Conduct for Professional Programmers (Robert C. Martin Series)Автор: Robert C. Martin
Размер книги: 6.06 Mb
Только что пользователи скачали эти книги:
Характеристика и область применения метода концептуального проектирования систем организационного управленияАвтор: С. П. НиканоровКатегория: 1638447-Подборка книг по автоматизации
Размер книги: 134 Kb
van Hoeij. Factorization of differential operators with power series coeffs. JSC 1997.pdfАвтор:
Размер книги: 634 Kb
Theological Incorrectness: Why Religious People Believe What They Shouldn'tАвтор: D. Jason SloneКатегория: Математика, Математическая логика
Размер книги: 641 Kb
Experimental Evolution: Concepts, Methods, and Applications of Selection ExperimentsАвтор: Theodore Garland Jr., Автор: Michael R. RoseКатегория: Математика, Прикладная математика
Размер книги: 7.35 Mb
La's Orchestra Saves the WorldАвтор: Smith Alexander MccallКатегория: fiction
Размер книги: 1.83 Mb
|
|
|