Recent Applications in Data Clustering / edited by Harun Pirim.

Format:

Book

Author/Creator:

Harun Pirim

Contributor:

Pirim, Harun, editor.

Language:

English

Subjects (All):

Data mining.

Physical Description:

1 online resource (250 pages) : illustrations

Edition:

1st ed.

Place of Publication:

IntechOpen 2018

Croatia : IntechOpen, 2018.

Language Note:

English

Summary:

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.

Notes:

Description based on publisher supplied metadata and other sources.

Includes bibliographical references.

ISBN:

9781838815608

1838815600

9781789235272

1789235278