MATLAB and Simulink Based Books

Core Concepts in Data Analysis: Summarization, Correlation and Visualization

Core Concepts in Data Analysis: Summarization, Correlation and Visualization

Written for undergraduate students, this book provides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes' rule). Topics include summarization and correlation, case study problems, summarization and visualization of a single feature, and multivariate correlations in data.

MATLAB is used to solve numerous examples in the book.

MATLAB Courseware

Teaching materials based on MATLAB and Simulink

Find full courses & labs

Trials Available

Try the latest version of algorithm development products.

Get trial software

About This Book

Boris Mirkin, Birkbeck College

Springer, 2011

ISBN: 978-0-85729-286-5
Language: English