Visual Knowledge Discovery and Machine Learning

Name: Visual Knowledge Discovery and Machine Learning
Brand: Springer International Publishing AG
SKU: 9783319730394
Price: 935.81 RON
Availability: InStock

Autor: Boris Kovalerchuk

Limbă:

Legare: Copertă tare

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

Expediem în 10-13 zile

935.81 lei

This book combines the advantages of high-dimensional data visualization and machine learning in the...

Informații despre carte

Autor

Boris Kovalerchuk

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2018

Pagini

317

EAN

9783319730394

ISBN

3319730398

Enbook ID

18644499

Editura

Springer International Publishing AG

Greutate

815

Dimensiuni

155 x 235 x 20

Descriere completă

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. The mathematical and theoretical analyses and methodology of GLC are included, and the usefulness of this new approach is demonstrated in multiple case studies. These include the Challenger disaster, world hunger data, health monitoring, image processing, text classification, market forecasts for a currency exchange rate, computer-aided medical diagnostics, and others. As such, the book offers a unique resource for students, researchers, and practitioners in the emerging field of Data Science.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Visual Knowledge Discovery and Machine Learning

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și