Artificial Adaptive Systems Using Auto Contractive Maps Theory, Applications and Extensions /

This book offers an introduction to artificial adaptive systems and a general model of the relationships between the data and algorithms used to analyze them. It subsequently describes artificial neural networks as a subclass of artificial adaptive systems, and reports on the backpropagation algorit...

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Bibliographische Detailangaben
1. Verfasser: Buscema, Paolo Massimo (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer International Publishing, 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:Studies in Systems, Decision and Control, 131
Schlagworte:
Computational intelligence.
Data mining.
Artificial intelligence.
Mathematical logic.
ISBN:9783319750491
ISSN:2198-4182 ;
Online-Zugang: Volltext
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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.

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