Mixture model-based classification
Auteur :
McNicholas, Paul D.
Éditeur :
Taylor & Francis Ltd
ISBN :
9780367736958
Date de publication :
18 déc. 2020
Dimensions :
23,4 x 15,6 cm
Poids :
453 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.