1.

Record Nr.

UNINA9910317800903321

Autore

Harun Pirim

Titolo

Recent Applications in Data Clustering / / edited by Harun Pirim

Pubbl/distr/stampa

IntechOpen, 2018

Croatia : , : IntechOpen, , 2018

ISBN

1-83881-560-0

1-78923-527-8

Edizione

[1st ed.]

Descrizione fisica

1 online resource (250 pages) : illustrations

Disciplina

006.312

Soggetti

Data mining

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references.

Sommario/riassunto

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.