The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems (Intelligent Data-Centric Systems: Sensor Collected Intelligence)

Synopsis

The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems discusses the recent, rapid development of Internet of things (IoT) and its focus on research in smart cities, especially on surveillance tracking systems in which computing devices are widely distributed and huge amounts of dynamic real-time data are collected and processed. Efficient surveillance tracking systems in the Big Data era require the capability of quickly abstracting useful information from the increasing amounts of data. Real-time information fusion is imperative and part of the challenge to mission critical surveillance tasks for various applications. This book presents all of these concepts, with a goal of creating automated IT systems that are capable of resolving problems without demanding human aid. Examines the current state of surveillance tracking systems, cognitive cloud architecture for resolving critical issues in surveillance tracking systems, and research opportunities in cognitive computing for surveillance tracking systemsDiscusses topics including cognitive computing architectures and approaches, cognitive computing and neural networks, complex analytics and machine learning, design of a symbiotic agent for recognizing real space in ubiquitous environments, and moreCovers supervised regression and classification methods, clustering and dimensionality reduction methods, model development for machine learning applications, intelligent machines and deep learning networksincludes coverage of cognitive computing models for scalable environments, privacy and security aspects of surveillance tracking systems, strategies and experiences in cloud architecture and service platform design

Copyright:

2020

Book Details

Book Quality:

Publisher Quality

Book Size:

202 Pages

ISBN-13:

9780128166093

Related ISBNs:

9780128163856, 9780128163856

Publisher:

Elsevier Science

Date of Addition:

05/27/21

Copyrighted By:

Elsevier Science & Technology

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Technology, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Steven L. Fernandes

Edited by:

Bahman Javadi

Edited by:

Amir H Alavi

Edited by:

Dinesh Peter