Faithin Omaha eBook Collection

Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better represen

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dime

This book describes established and advanced methods for reducing the dimensionality of numerical databases. Each description starts from intuitive ideas, devel

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applie

Multidimensional scaling (MDS) is a technique for the analysis of similarity or dissimilarity data on a set of objects. Such data may be intercorrelations of te