NLU Meghalaya Library

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Machine learning paradigm : for internet of things applications / edited by Shalli Rani, R. Maheswar, G.R. Kanagachidambaresan, Sachin Ahuja, and Deepali Gupta.

Contributor(s): Material type: TextSeries: Next-Generation Computing and Communication EngineeringPublisher: Hoboken, NJ : Wiley ; Beverly, MA : Scrivener, 2022Copyright date: �2022Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119763499
  • 1119763495
  • 9781119763482
  • 1119763487
Subject(s): Additional physical formats: Print version :: No titleDDC classification:
  • 006.31 23
LOC classification:
  • Q325.5 .M33 2022
Online resources:
Contents:
Front Matter -- Machine Learning Concept-Based IoT Platforms for Smart Cities' Implementation and Requirements / M Saravanan, J Ajayan, R Maheswar, Eswaran Parthasarathy, K Sumathi -- An Empirical Study on Paddy Harvest and Rice Demand Prediction for an Optimal Distribution Plan / W H Rankothge -- A Collaborative Data Publishing Model with Privacy Preservation Using Group-Based Classification and Anonymity / Mary Belinda M J Carmel, K Antonykumar, S Ravikumar, Yogesh R Kulkarni -- Production Monitoring and Dashboard Design for Industry 4.0 Using Single-Board Computer (SBC) / V Dineshbabu, Kumar V P Arul, M S Gowtham -- Generation of Two-Dimensional Text-Based CAPTCHA Using Graphical Operation / S Pradeep Kumar, G Kalpana -- Smart IoT-Enabled Traffic Sign Recognition With High Accuracy (TSR-HA) Using Deep Learning / Kumar S Pradeep, K Jayanthi, S Selvakumari -- Offline and Online Performance Evaluation Metrics of Recommender System: A Bird's Eye View / R Bhuvanya, M Kavitha -- Deep Learning-Enabled Smart Safety Precautions and Measures in Public Gathering Places for COVID-19 Using IoT / Kumar S Pradeep, R Pushpakumar, S Selvakumari -- Route Optimization for Perishable Goods Transportation System / A K Kowsalyadevi, M Megala, C Manivannan -- Fake News Detection Using Machine Learning Algorithms / M Kavitha, R Srinivasan, R Bhuvanya -- Opportunities and Challenges in Machine Learning With IoT / Sarvesh Tanwar, Jatin Garg, Medini Gupta, Ajay Rana -- Machine Learning Effects on Underwater Applications and IoUT / Mamta Nain, Nitin Goyal, Manni Kumar -- Internet of Underwater Things: Challenges, Routing Protocols, and ML Algorithms / Monika Chaudhary, Nitin Goyal, Aadil Mushtaq -- Chest X-Ray for Pneumonia Detection / Sarang Sharma, Sheifali Gupta, Deepali Gupta -- Index
Summary: As companies globally realize the revolutionary potential of the IoT, they have started finding a number of obstacles they need to address to leverage it efficiently. Many businesses and industries use machine learning to exploit the IoT's potential and this book brings clarity to the issue.
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As companies globally realize the revolutionary potential of the IoT, they have started finding a number of obstacles they need to address to leverage it efficiently. Many businesses and industries use machine learning to exploit the IoT's potential and this book brings clarity to the issue.

Front Matter -- Machine Learning Concept-Based IoT Platforms for Smart Cities' Implementation and Requirements / M Saravanan, J Ajayan, R Maheswar, Eswaran Parthasarathy, K Sumathi -- An Empirical Study on Paddy Harvest and Rice Demand Prediction for an Optimal Distribution Plan / W H Rankothge -- A Collaborative Data Publishing Model with Privacy Preservation Using Group-Based Classification and Anonymity / Mary Belinda M J Carmel, K Antonykumar, S Ravikumar, Yogesh R Kulkarni -- Production Monitoring and Dashboard Design for Industry 4.0 Using Single-Board Computer (SBC) / V Dineshbabu, Kumar V P Arul, M S Gowtham -- Generation of Two-Dimensional Text-Based CAPTCHA Using Graphical Operation / S Pradeep Kumar, G Kalpana -- Smart IoT-Enabled Traffic Sign Recognition With High Accuracy (TSR-HA) Using Deep Learning / Kumar S Pradeep, K Jayanthi, S Selvakumari -- Offline and Online Performance Evaluation Metrics of Recommender System: A Bird's Eye View / R Bhuvanya, M Kavitha -- Deep Learning-Enabled Smart Safety Precautions and Measures in Public Gathering Places for COVID-19 Using IoT / Kumar S Pradeep, R Pushpakumar, S Selvakumari -- Route Optimization for Perishable Goods Transportation System / A K Kowsalyadevi, M Megala, C Manivannan -- Fake News Detection Using Machine Learning Algorithms / M Kavitha, R Srinivasan, R Bhuvanya -- Opportunities and Challenges in Machine Learning With IoT / Sarvesh Tanwar, Jatin Garg, Medini Gupta, Ajay Rana -- Machine Learning Effects on Underwater Applications and IoUT / Mamta Nain, Nitin Goyal, Manni Kumar -- Internet of Underwater Things: Challenges, Routing Protocols, and ML Algorithms / Monika Chaudhary, Nitin Goyal, Aadil Mushtaq -- Chest X-Ray for Pneumonia Detection / Sarang Sharma, Sheifali Gupta, Deepali Gupta -- Index

Previously issued in print: 2021.

Description based on online resource; title from digital title page (viewed on April 28, 2022).

John Wiley and Sons Wiley Online Library: Complete oBooks

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