The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems

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 INDICE: SECTION I: Cognitive Computing Theory, Architectures and ApproachesSECTION II: Cognitive Computing and Artificial IntelligenceSECTION III: Complex Analytics and Machine Learning for Cognitive ComputingSECTION IV: Design of a Symbiotic Agent for Recognizing Real Space in Ubiquitous EnvironmentsSECTION V: Intelligent Adaptation and the Nature of Software ChangesSECTION VI: The Reactive-Causal Cognitive Agent ArchitectureSECTION VII: Cognitive Computing for Internet of ThingsSECTION VIII: Google's DeepMind and Other AI ProgramsSECTION IX: Cognitive Computing Applications in Surveillance Tracking SystemsSECTION X: Cognitive Computing in Big Data Applications

• ISBN: 978-0-12-816385-6
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 320
• Fecha Publicación: 01/03/2020
• Nº Volúmenes: 1
• Idioma: Inglés