Mixture model-based classification
Auteur :
McNicholas, Paul D.
Éditeur :
Taylor & Francis Inc
ISBN :
9781482225662
Date de publication :
19 août 2016
Dimensions :
23,4 x 15,6 cm
Poids :
476 g
Langue :
Anglais
Pays d'origine :
USA
This work addresses classification using mixture models broadly. Unlike traditional treatments of the subject that heavily focus on unsupervised approaches, this book gives attention to unsupervised, semi-supervised, and supervised classification paradigms. Case studies illustrate both non-Gaussian and Gaussian approaches to model selection.