Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Exploratory Data Analysis with MATLAB, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)

Buy

Since the publication of the bestselling first edition, many advances have been made in exploratory data analysis (EDA). Covering innovative approaches for dimensionality reduction, clustering, and visualization, Exploratory Data Analysis with MATLAB®, Second Edition uses numerous examples and applications to show how the methods are used in practice.

New to the Second Edition

  • Discussions of nonnegative matrix factorization, linear discriminant analysis, curvilinear component analysis, independent component analysis, and smoothing splines
  • An expanded set of methods for estimating the intrinsic dimensionality of a data set
  • Several clustering methods, including probabilistic latent semantic analysis and spectral-based clustering
  • Additional visualization methods, such as a rangefinder boxplot, scatterplots with marginal histograms, biplots, and a new method called Andrews’ images
  • Instructions on a free MATLAB GUI toolbox for EDA

Like its predecessor, this edition continues to focus on using EDA methods, rather than theoretical aspects. The MATLAB codes for the examples, EDA toolboxes, data sets, and color versions of all figures are available for download at http://pi-sigma.info

(HTML tags aren't allowed.)

The Accredited Symbian Developer Primer: Fundamentals of Symbian OS (Symbian Press)
The Accredited Symbian Developer Primer: Fundamentals of Symbian OS (Symbian Press)
This new book, first in the Academy series, is the official guide to the ASD exam, priming candidates for the exam, explaining exactly what they need to know.

The Primer explains the knowledge tested in the Accredited Symbian Developer exam, identifying and explaining the topics examined. Each of the exam's objectives is succinctly...

The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Second Edition)
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Second Edition)
The latest edition of the single most authoritative guide on dimensional modeling for data warehousing!

Dimensional modeling has become the most widely accepted approach for data warehouse design. Here is a complete library of dimensional modeling techniques–– the most comprehensive collection ever written. Greatly expanded to...

Quantitative Approaches in Object-oriented Software Engineering
Quantitative Approaches in Object-oriented Software Engineering

Measures of software internal attributes have been extensively used to help software managers, customers and users to characterize, assess and improve the quality of software products. The introduction of object-oriented (OO) software provides powerful design mechanisms with which to do this, and new technologies—e.g., OO frameworks, OO...


Adobe Edge Animate CC For Dummies
Adobe Edge Animate CC For Dummies

The easy way to build HTML5 mobile and web apps using Adobe's new Edge Animate CC

Edge Animate CC is an approachable WYSIWYG alternative for leveraging the power of languages like HTML5, CSS3, and JavaScript to design and develop for the web and mobile devices, even if you have no programming experience. Written by...

openFrameworks Essentials
openFrameworks Essentials

Create stunning, interactive openFrameworks-based applications with this fast-paced guide

About This Book

  • Generate 2D and 3D graphics with openFrameworks
  • Create a video synthesizer project and run it on multi-platform devices
  • Use networking and Arduino to control your...
Imperfect XML : Rants, Raves, Tips, and Tricks ... from an Insider
Imperfect XML : Rants, Raves, Tips, and Tricks ... from an Insider

XML projects can fail for all kinds of reasons, from unrealistic overall goals to mishandled low-level technical decisions. Fortunately, one of the world's leading XML consultants is ready to show you how to avoid XML pitfalls on your next project.

Since its invention, David Megginson has been helping to...

©2018 LearnIT (support@pdfchm.net) - Privacy Policy