Paolo Massimo Buscema, Giulia Massini, Marco Breda, Weldon A. Lodwick, Francis Newman, Masoud Asadi-Zeydabadi

Artificial Adaptive Systems Using Auto Contractive Maps (eBook, PDF)

Theory, Applications and Extensions

• Format: PDF

Produktbeschreibung

Describes a newer approach to artificial adaptive systems, the auto contractive map

Offers a comprehensive guide on to the use auto contractive map and its supervised version to extract extensive information from data

Describes how to couple auto contractive maps and graph theoretic methods to organize and understand data in a powerful new way

Includes numerous examples on real and fictitious data

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 179
• Erscheinungstermin: 24. Februar 2018
• Englisch
• ISBN-13: 9783319750491
• Artikelnr.: 52937837

Inhaltsangabe

An Introduction.- Artificial Neural Networks.- Auto-Contractive Maps.- Visualization of Auto-CM Output.- Dataset Transformations and Auto-CM.- Comparison of Auto-CM to Various Other Data Understanding Approaches.