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Artificial Intelligence and Knowledge Processing
  • Language: en
  • Pages: 285

Artificial Intelligence and Knowledge Processing

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Networks Attack Detection on 5G Networks using Data Mining Techniques
  • Language: en
  • Pages: 216

Networks Attack Detection on 5G Networks using Data Mining Techniques

  • Type: Book
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  • Published: 2024-04-23
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  • Publisher: CRC Press

Artificial intelligence (AI) and its applications have risen to prominence as one of the most active study areas in recent years. In recent years, a rising number of AI applications have been applied in a variety of areas. Agriculture, transportation, medicine, and health are all being transformed by AI technology. The Internet of Things (IoT) market is thriving, having a significant impact on a wide variety of industries and applications, including e-health care, smart cities, smart transportation, and industrial engineering. Recent breakthroughs in artificial intelligence and machine learning techniques have reshaped various aspects of artificial vision, considerably improving the state of...

Probabilistic Data Structures for Blockchain-Based Internet of Things Applications
  • Language: en
  • Pages: 323

Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

  • Type: Book
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  • Published: 2021-01-27
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  • Publisher: CRC Press

This book covers theory and practical knowledge of Probabilistic data structures (PDS) and Blockchain (BC) concepts. It introduces the applicability of PDS in BC to technology practitioners and explains each PDS through code snippets and illustrative examples. Further, it provides references for the applications of PDS to BC along with implementation codes in python language for various PDS so that the readers can gain confidence using hands on experience. Organized into five sections, the book covers IoT technology, fundamental concepts of BC, PDS and algorithms used to estimate membership query, cardinality, similarity and frequency, usage of PDS in BC based IoT and so forth.

Machine Learning in Cognitive IoT
  • Language: en
  • Pages: 338

Machine Learning in Cognitive IoT

  • Type: Book
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  • Published: 2020-08-20
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  • Publisher: CRC Press

This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It initiates with IoT basics, its history, architecture and applications followed by capabilities of CIoT in real world and description of machine learning (ML) in data mining. Further, it explains various ML techniques and paradigms with different phases of data pre-processing and feature engineering. Each chapter includes sample questions to help understand concepts of ML used in different applications. Explains integration of Machine Learning in IoT for building an efficient decision support system Covers IoT, CIoT, machine learning paradigms and models Includes implementation of machine learning models in R Help the analysts and developers to work efficiently with emerging technologies such as data analytics, data processing, Big Data, Robotics Includes programming codes in Python/Matlab/R alongwith practical examples, questions and multiple choice questions

Big Data Analytics Framework for Smart Grids
  • Language: en
  • Pages: 251

Big Data Analytics Framework for Smart Grids

  • Type: Book
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  • Published: 2023-12-22
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  • Publisher: CRC Press

The text comprehensively discusses smart grid operations and the use of big data analytics in overcoming the existing challenges. It covers smart power generation, transmission, and distribution, explains energy management systems, artificial intelligence, and machine learning–based computing. Presents a detailed state-of-the-art analysis of big data analytics and its uses in power grids Describes how the big data analytics framework has been used to display energy in two scenarios including a single house and a smart grid with thousands of smart meters Explores the role of the internet of things, artificial intelligence, and machine learning in smart grids Discusses edge analytics for int...

Internet of Energy Handbook
  • Language: en
  • Pages: 248

Internet of Energy Handbook

  • Type: Book
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  • Published: 2021-05-31
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  • Publisher: CRC Press

The Internet of Energy (IoE), with the integration of advanced information and communication technologies (ICT), has led to a transformation of traditional networks to smart systems. Internet of Energy Handbook provides updated knowledge in the field of energy management with an Internet of Things (IoT) perspective. Features Explains the technological developments for energy management leading to a reduction in energy consumption through topics like smart energy systems, smart sensors, communication, techniques, and utilization Includes dedicated sections covering varied aspects related to renewable sources of energy, power distribution, and generation Incorporates energy efficiency, optimization, and sensor technologies Covers multidisciplinary aspects in computational intelligence and IoT Discusses building energy management aspects including temperature, humidity, the number of persons involved, and light intensity This handbook is aimed at graduate students, researchers, and professionals interested in power systems, IoT, smart grids, electrical engineering, and transmission.

Applications of Big Data and Artificial Intelligence in Smart Energy Systems
  • Language: en
  • Pages: 250

Applications of Big Data and Artificial Intelligence in Smart Energy Systems

  • Type: Book
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  • Published: 2023-11-23
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  • Publisher: CRC Press

In the era of propelling traditional energy systems to evolve towards smart energy systems, including power generation, energy storage systems, and electricity consumption have become more dynamic. The quality and reliability of power supply are impacted by the sporadic and rising use of electric vehicles, and domestic & industrial loads. Similarly, with the integration of solid state devices, renewable sources, and distributed generation, power generation processes are evolving in a variety of ways. Several cutting-edge technologies are necessary for the safe and secure operation of power systems in such a dynamic setting, including load distribution automation, energy regulation and contro...

Probabilistic Data Structures for Blockchain-Based Internet of Things Applications
  • Language: en
  • Pages: 286

Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

  • Type: Book
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  • Published: 2021-01-28
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  • Publisher: CRC Press

This book covers theory and practical knowledge of Probabilistic data structures (PDS) and Blockchain (BC) concepts. It introduces the applicability of PDS in BC to technology practitioners and explains each PDS through code snippets and illustrative examples. Further, it provides references for the applications of PDS to BC along with implementation codes in python language for various PDS so that the readers can gain confidence using hands on experience. Organized into five sections, the book covers IoT technology, fundamental concepts of BC, PDS and algorithms used to estimate membership query, cardinality, similarity and frequency, usage of PDS in BC based IoT and so forth.

Cognitive Internet of Things: Frameworks, Tools and Applications
  • Language: en
  • Pages: 504

Cognitive Internet of Things: Frameworks, Tools and Applications

  • Type: Book
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  • Published: 2019-02-18
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  • Publisher: Springer

This book provides insights into the research in the fields of artificial intelligence in combination with Internet of Things (IoT) technologies. Today, the integration of artificial intelligence and IoT technologies is attracting considerable interest from both researchers and developers from academic fields and industries around the globe. It is foreseeable that the next generation of IoT research will focus on artificial intelligence/beyond artificial intelligence approaches. The rapidly growing numbers of artificial intelligence algorithms and big data solutions have significantly increased the number of potential applications for IoT technologies, but they have also created new challenges for the artificial intelligence community. This book shares the latest scientific advances in this area.

The Real and the Reflected: Heroes and Villains in Existent and Imagined Worlds
  • Language: en
  • Pages: 230

The Real and the Reflected: Heroes and Villains in Existent and Imagined Worlds

  • Type: Book
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  • Published: 2020-09-25
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  • Publisher: BRILL

The Real and the Reflected: Heroes and Villains in Existent and Imagined Worlds, unpacks many of the issues that surround heroes and villains. It explores the shadows that fall between the traditional black and white definitions of good and evil.