Recent Applications in Data Clustering - Couverture rigide

Couverture rigide

ISBN 10 : 178923526X ISBN 13 : 9781789235265

Editeur : IntechOpen, 2018

Synopsis

Clustering has emerged as one of the more fertile fields within data analytics, widely adopted by companies, research institutions, and educational entities as a tool to describe similar/different groups. The book Recent Applications in Data Clustering aims to provide an outlook of recent contributions to the vast clustering literature that offers useful insights within the context of modern applications for professionals, academics, and students. The book spans the domains of clustering in image analysis, lexical analysis of texts, replacement of missing values in data, temporal clustering in smart cities, comparison of artificial neural network variations, graph theoretical approaches, spectral clustering, multiview clustering, and model-based clustering in an R package. Applications of image, text, face recognition, speech (synthetic and simulated), and smart city datasets are presented.

Détails de l'édition

• Éditeur: IntechOpen
• Date d'édition: 2018
• Langue: anglais
• ISBN 10: 178923526X
• ISBN 13: 9781789235265
• Reliure: Relié
• Nombre de pages: 248
• Éditeur: Pirim Harun
• Coordonnées du fabricant: IN TECH d.o.o.; info@intechopen.com; ; Prolaz Marije Krucifikse Kozuli¿ 3; Rijeka; 51000; Croatie