عنوان

Multimedia data processing and computing

Qualification

(ebk)

Qualification

(hbk)

Qualification

(pbk)

(Number (ISBN

9781003391272

Erroneous ISBN

9781032469317

Erroneous ISBN

9781032488882

Number

5926

.Language of Text, Soundtrack etc

انگلیسی

Title Proper

Multimedia data processing and computing

General Material Designation

[electronic resources]

First Statement of Responsibility

edited by Suman Swarnkar, J. P. Patra, Tien Anh Tran, Bharat Bhushan, and Santosh Biswas.

Edition Statement

First edition.

Place of Publication, Distribution, etc.

Boca Raton, FL

Name of Publisher, Distributor, etc.

CRC Press

Date of Publication, Distribution, etc.

2023.

Specific Material Designation and Extent of Item

xix, 176 pages

Other Physical Details

ill. (mostly color), tables.

Series Title

Innovations in multimedia, virtual reality and augmentation

Text of Note

Editors: Suman Swarnkar, J. P. Patra, Tien Anh Tran, Bharat Bhushan, and Santosh Biswas.

Text of Note

Includes bibliographical references and index.

Text of Note

"This book focuses on different applications of multimedia with supervised and unsupervised data engineering in the modern world. It includes AI-based soft computing and machine techniques in the field of medical diagnosis, biometric, networking, manufacturing, data science, automation in electronics industries, and many more relevant fields. Multimedia Data Processing and Computing provides a complete introduction to machine learning concepts, as well as practical guidance on how to use machine learning tools and techniques in real-world data engineering situations. It is divided into three sections: In this book on multimedia data engineering and machine learning, the reader will learn how to prepare inputs, interpret outputs, appraise discoveries, and employ algorithmic strategies that are at the heart of successful data mining. The chapters focus on the use of various machine learning algorithms, neural network algorithms, evolutionary techniques, fuzzy logic techniques, and deep learning techniques through projects, so that reader can easily understand, not only the concept of different algorithms but also the real-world implementation of the algorithms using IoT devices. The authors bring together concepts, ideas, paradigms, tools, methodologies, and strategies that span both supervised and unsupervised engineering, with a particular emphasis on multimedia data engineering. The authors also emphasize the need of developing a foundation of machine learning expertise in order to deal with a variety of real-world case studies in a variety of sectors such as biological communication systems, healthcare, security, finance, and economics, among others. Finally, the book also presents real-world case studies from machine learning ecosystems to demonstrate the necessary machine learning skills to become a successful practitioner. The primary users for the book include undergraduate, and postgraduate students, researchers, academicians, specialists, and practitioners in Computer Science and Engineering"--

Place of Publication

Boca Raton, FL : CRC Press, 2023

Edition Statement

First edition.

Title

Multimedia data processing and computing

International Standard Book Number

9781032469317

Bibliographic Record Identifier

(DLC) 2023025753

Entry Element

Multimedia communications.

Entry Element

Multimedia systems

Topical Subdivision

Programming.

Subject Term

Synthetic Aperture Radar.

Entry Element

Swarnkar, Suman,

Relator Code

Editor

Country

ایران

Agency

Central Library of the Kurdistan University

Date of Transaction

20241008143204.0

Cataloguing Rules (Descriptive Conventions))

rda

e

BL

280328

a

Y