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Proceedings of ICRIC 2019

Recent Innovations in Computing

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Pradeep Kumar Singh

    1. Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, India

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  2. Arpan Kumar Kar

    1. Indian Institute of Technology Delhi, New Delhi, India

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  3. Yashwant Singh

    1. Central University of Jammu, Jammu, India

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  4. Maheshkumar H. Kolekar

    1. Indian Institute of Technology Patna, Patna, India

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  5. Sudeep Tanwar

    1. Institute of Technology, Nirma University, Ahmedabad, India

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  • Presents the latest research on and cutting-edge technologies for machine learning, information security and the Internet of Things
  • Includes contributions by leading experts in the field
  • Offers a valuable reference guide for researchers and practitioners alike

Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 597)

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Table of contents (66 papers)

  1. Front Matter

    Pages i-xii
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  2. Advanced Computing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Predictive Analysis of Absenteeism in MNCS Using Machine Learning Algorithm

      • Krittika Tewari, Shriya Vandita, Shruti Jain
      Pages 3-14

    3. IoT Based Healthcare Kit for Diabetic Foot Ulcer

      • Punit Gupta, Anushka Pandey, Poonia Akshita, Anshul Sharma
      Pages 15-22

    4. Context—Aware Smart Reliable Service Model for Intelligent Transportation System Based on Ontology

      • M. Swarnamugi, R. Chinnaiyan
      Pages 23-30

    5. Static, Dynamic and Intrinsic Features Based Android Malware Detection Using Machine Learning

      • Bilal Ahmad Mantoo, Surinder Singh Khurana
      Pages 31-45

    6. Machine Learning: A Review of the Algorithms and Its Applications

      • Devanshi Dhall, Ravinder Kaur, Mamta Juneja
      Pages 47-63

    7. Deep Neural Networks for Diagnosis of Osteoporosis: A Review

      • Insha Majeed Wani, Sakshi Arora
      Pages 65-78

    8. Predicting Drug Target Interactions Using Dimensionality Reduction with Ensemble Learning

      • Kanica Sachdev, Manoj K. Gupta
      Pages 79-89

    9. Integration of Fog Computing and Internet of Things: An Useful Overview

      • G. Rekha, Amit Kumar Tyagi, Nandula Anuradha
      Pages 91-102

    10. Review of Machine Learning Techniques in Health Care

      • Rohan Pillai, Parita Oza, Priyanka Sharma
      Pages 103-111

    11. A Review of IoT Techniques and Devices: Smart Agriculture Perspective

      • Deep Rani, Nagesh Kumar
      Pages 113-123

    12. A Review of Scheduling Algorithms in Hadoop

      • Anil Sharma, Gurwinder Singh
      Pages 125-135

    13. Cellular Level Based Deep Learning Framework for Early Detection of Dysplasia in Oral Squamous Epithelium

      • Rachit Kumar Gupta, Mandeep Kaur, Jatinder Manhas
      Pages 137-149

    14. Internet of Things-Based Hardware and Software for Smart Agriculture: A Review

      • Brij Bhushan Sharma, Nagesh Kumar
      Pages 151-157

    15. Smart Approach for Real-Time Gender Prediction of European School’s Principal Using Machine Learning

      • Yatish Bathla, Chaman Verma, Neerendra Kumar
      Pages 159-175

    16. GPU and CUDA in Hard Computing Approaches: Analytical Review

      • Hardik Singh, Raavi Sai Venkat, Sweta Swagatika, Sanjay Saxena
      Pages 177-196

    17. IoT-Based Home Automation with Smart Fan and AC Using NodeMCU

      • Raj Desai, Abhishek Gandhi, Smita Agrawal, Preeti Kathiria, Parita Oza
      Pages 197-207

    18. Sampling Approaches for Imbalanced Data Classification Problem in Machine Learning

      • Shivani Tyagi, Sangeeta Mittal
      Pages 209-221

    19. Sentiment Analysis and Mood Detection on an Android Platform Using Machine Learning Integrated with Internet of Things

      • Diksha Kushawaha, Debalina De, Vandana Mohindru, Anuj Kumar Gupta
      Pages 223-238
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Keywords

About this book

This book presents high-quality, original contributions (both theoretical and experimental) on software engineering, cloud computing, computer networks & internet technologies, artificial intelligence, information security, and database and distributed computing. It gathers papers presented at ICRIC 2019, the 2nd International Conference on Recent Innovations in Computing, which was held in Jammu, India, in March 2019. This conference series represents a targeted response to the growing need for research that reports on and assesses the practical implications of IoT and network technologies, AI and machine learning, cloud-based e-Learning and big data, security and privacy, image processing and computer vision, and next-generation computing technologies.  

Editors and Affiliations

  • Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat, India

    Pradeep Kumar Singh

  • Indian Institute of Technology Delhi, New Delhi, India

    Arpan Kumar Kar

  • Central University of Jammu, Jammu, India

    Yashwant Singh

  • Indian Institute of Technology Patna, Patna, India

    Maheshkumar H. Kolekar

  • Institute of Technology, Nirma University, Ahmedabad, India

    Sudeep Tanwar

Bibliographic Information

  • Book Title: Proceedings of ICRIC 2019

  • Book Subtitle: Recent Innovations in Computing

  • Editors: Pradeep Kumar Singh, Arpan Kumar Kar, Yashwant Singh, Maheshkumar H. Kolekar, Sudeep Tanwar

  • Series Title: Lecture Notes in Electrical Engineering

  • DOI: https://doi.org/10.1007/978-3-030-29407-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Hardcover ISBN: 978-3-030-29406-9Published: 22 November 2019

  • eBook ISBN: 978-3-030-29407-6Published: 21 November 2019

  • Series ISSN: 1876-1100

  • Series E-ISSN: 1876-1119

  • Edition Number: 1

  • Number of Pages: XII, 920

  • Topics: Cyber-physical systems, IoT, Software Engineering, Artificial Intelligence

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