Identification, Adaptation, Learning

Beschreibung

This book offers a tutorial view of the science of learning models from data. It covers the most important approaches to linear modelling, nonlinear model construction from data, fuzzy logic based modelling, and optimization methods.

Autor*in

Sergio Bittanti

Themen in »Identification, Adaptation, Learning«

Identification and adaptation Identifikation und Adaptation Learning theory Lerntheorie Linear models Lineare Modelle Neural networks and wavelets Neuronale Netze und Wellen Nonparametric statistics nichtparametrische Statistik

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