監視追跡システムのためのクラウド・ＩｏＴの認知的アプローチ The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems (Intelligent Data-centric Systems)

Peter, Dinesh (EDT)/ Alavi, Amir Hossein (EDT)/ Javadi, Bahman (EDT)

Academic Press Inc（2020/03発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 202 p.
• 言語 ENG
• 商品コード 9780128163856
• DDC分類 621.3892800285

Full Description

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.

Contents

SECTION I: Cognitive Computing Theory, Architectures and Approaches
SECTION II: Cognitive Computing and Artificial Intelligence
SECTION III: Complex Analytics and Machine Learning for Cognitive Computing
SECTION IV: Design of a Symbiotic Agent for Recognizing Real Space in Ubiquitous Environments
SECTION V: Intelligent Adaptation and the Nature of Software Changes
SECTION VI: The Reactive-Causal Cognitive Agent Architecture
SECTION VII: Cognitive Computing for Internet of Things
SECTION VIII: Google's DeepMind and Other AI Programs
SECTION IX: Cognitive Computing Applications in Surveillance Tracking Systems
SECTION X: Cognitive Computing in Big Data Applications