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019 _a1261306602
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020 _a9781119761884
_q(electronic bk. ;
_qoBook)
020 _a1119761883
_q(electronic bk. ;
_qoBook)
020 _a9781119761808
020 _a1119761808
020 _a1119761875
020 _a9781119761877
_q(electronic bk.)
020 _z1119761743
020 _z9781119761747
024 7 _a10.1002/9781119761884
_2doi
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029 1 _aAU@
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029 1 _aUKMGB
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035 _a(OCoLC)1262372855
_z(OCoLC)1261306602
_z(OCoLC)1262332064
037 _a9781119761877
_bWiley
050 4 _aQ325.5
082 0 4 _a006.3/1
_223
049 _aMAIN
245 0 0 _aMachine learning approaches for convergence of IoT and Blockchain /
_cedited by Krishna Kant Singh, Akansha Singh and Sanjay Sharma.
260 _aHoboken, NJ :
_bWiley ;
_aBeverly, MA :
_bScrivener Publishing,
_c2021.
300 _a1 online resource (256 pages)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
588 0 _aPrint version record.
505 0 _aCover -- Half-Title Page -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- 1 Blockchain and Internet of Things Across Industries -- 1.1 Introduction -- 1.2 Insight About Industry -- 1.2.1 Agriculture Industry -- 1.2.2 Manufacturing Industry -- 1.2.3 Food Production Industry -- 1.2.4 Healthcare Industry -- 1.2.5 Military -- 1.2.6 IT Industry -- 1.3 What is Blockchain? -- 1.4 What is IoT? -- 1.5 Combining IoT and Blockchain -- 1.5.1 Agriculture Industry -- 1.5.2 Manufacturing Industry -- 1.5.3 Food Processing Industry -- 1.5.4 Healthcare Industry -- 1.5.5 Military
505 8 _a1.5.6 Information Technology Industry -- 1.6 Observing Economic Growth and Technology's Impact -- 1.7 Applications of IoT and Blockchain Beyond Industries -- 1.8 Conclusion -- References -- 2 Layered Safety Model for IoT Services Through Blockchain -- 2.1 Introduction -- 2.1.1 IoT Factors Impacting Security -- 2.2 IoT Applications -- 2.3 IoT Model With Communication Parameters -- 2.3.1 RFID (Radio Frequency Identification) -- 2.3.2 WSH (Wireless Sensor Network) -- 2.3.3 Middleware (Software and Hardware) -- 2.3.4 Computing Service (Cloud) -- 2.3.5 IoT Software
505 8 _a2.4 Security and Privacy in IoT Services -- 2.5 Blockchain Usages in IoT -- 2.6 Blockchain Model With Cryptography -- 2.6.1 Variations of Blockchain -- 2.7 Solution to IoT Through Blockchain -- 2.8 Conclusion -- References -- 3 Internet of Things Security Using AI and Blockchain -- 3.1 Introduction -- 3.2 IoT and Its Application -- 3.3 Most Popular IoT and Their Uses -- 3.4 Use of IoT in Security -- 3.5 What is AI? -- 3.6 Applications of AI -- 3.7 AI and Security -- 3.8 Advantages of AI -- 3.9 Timeline of Blockchain -- 3.10 Types of Blockchain -- 3.11 Working of Blockchain
505 8 _a3.12 Advantages of Blockchain Technology -- 3.13 Using Blockchain Technology With IoT -- 3.14 IoT Security Using AI and Blockchain -- 3.15 AI Integrated IoT Home Monitoring System -- 3.16 Smart Homes With the Concept of Blockchain and AI -- 3.17 Smart Sensors -- 3.18 Authentication Using Blockchain -- 3.19 Banking Transactions Using Blockchain -- 3.20 Security Camera -- 3.21 Other Ways to Fight Cyber Attacks -- 3.22 Statistics on Cyber Attacks -- 3.23 Conclusion -- References -- 4 Amalgamation of IoT, ML, and Blockchain in the Healthcare Regime -- 4.1 Introduction
505 8 _a4.2 What is Internet of Things? -- 4.2.1 Internet of Medical Things -- 4.2.2 Challenges of the IoMT -- 4.2.3 Use of IoT in Alzheimer Disease -- 4.3 Machine Learning -- 4.3.1 Case 1: Multilayer Perceptron Network -- 4.3.2 Case 2: Vector Support Machine -- 4.3.3 Applications of the Deep Learning in the Healthcare Sector -- 4.4 Role of the Blockchain in the Healthcare Field -- 4.4.1 What is Blockchain Technology? -- 4.4.2 Paradigm Shift in the Security of Healthcare Data Through Blockchain -- 4.5 Conclusion -- References -- 5 Application of Machine Learning and IoT for Smart Cities
500 _a5.1 Functionality of Image Analytics.
504 _aIncludes bibliographical references and index.
520 _aThe digital revolution is characterized by the convergence of technologies, rapidly advancing the 4th industrial revolution thereby blurring the lines between physical, digital and biological objects. The speed of the fourth revolution which evolves at an exponential rate cannot by any means be compared with any previous technologies. AI and IoT employ the interactions and operations in various fields such as home appliances, autonomous vehicles, nanotechnology, robotics, cognitive systems, self-driving cars and wearable devices. The potential of blockchain technology is realized in many sectors as security plays a crucial role everywhere. This book deeply discusses two of the most critical emerging fields of machine learning: blockchain technology and the Internet of Things.
590 _aJohn Wiley and Sons
_bWiley Online Library: Complete oBooks
650 0 _aMachine learning.
650 0 _aInternet of things.
650 0 _aBlockchains (Databases)
650 6 _aApprentissage automatique.
650 6 _aInternet des objets.
650 6 _aCha�ines de blocs.
650 7 _aBlockchains (Databases)
_2fast
650 7 _aInternet of things
_2fast
650 7 _aMachine learning
_2fast
700 1 _aSingh, Krishna Kant
_q(Telecommunications professor)
_1https://id.oclc.org/worldcat/entity/E39PCjGky6kMQ483JRwvk4jBKb
700 1 _aSingh, Akansha.
700 1 _aSharma, Sanjay K.
758 _ihas work:
_aMachine learning approaches for convergence of IoT and Blockchain (Text)
_1https://id.oclc.org/worldcat/entity/E39PCFwDmk3XGbXby3RdcCJggC
_4https://id.oclc.org/worldcat/ontology/hasWork
776 0 8 _iPrint version:
_aSingh, Krishna Kant.
_tMachine Learning Approaches for Convergence of IoT and Blockchain.
_dNewark : John Wiley & Sons, Incorporated, �2021
_z9781119761747
856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119761884
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