Visual Knowledge Discovery and Machine Learning By Boris Kovalerchuk
English | PDF,EPUB | 2018 | 332 Pages | ISBN : 3319730398 | 24.92 MB
This book combines the advantages of high-dimensional data visualization and machine learning in the context of identifying complex n-D data patterns. It vastly expands the class of reversible lossless 2-D and 3-D visualization methods, which preserve the n-D information. This class of visual representations, called the General Lines Coordinates (GLCs), is accompanied by a set of algorithms for n-D data classification, clustering, dimension reduction, and Pareto optimization.