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Intelligent Computing and Networking

Proceedings of IC-ICN 2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Valentina Emilia Balas

    1. Aurel Vlaicu University of Arad, Arad, Romania

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  2. Vijay Bhaskar Semwal

    1. National Institute of Technology Rourkela, Rourkela, India

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  3. Anand Khandare

    1. Thakur College of Engineering and Technology, Mumbai, India

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  4. Megharani Patil

    1. Thakur College of Engineering and Technology, Mumbai, India

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  • Presents selected works by active researchers in the field of intelligent computing and networking
  • Gathers the outcomes of the IC-ICN 2020, organized by the Computer Department, Thakur College of Engineering and Technology, in Mumbai, India
  • Serves as a reference guide for researchers and practitioners in academia and industry

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 146)

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Table of contents (27 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Exploiting Processor Variability for Efficient Application Mapping

    • Akash Yadav, Mushtaq Ahmed, Daitule Omkar Vilas
    Pages 1-9

  3. Genetic Algorithm for Feature Selection and Parameter Optimization to Enhance Learning on Framingham Heart Disease Dataset

    • Shiwani Gupta, R. R. Sedamkar
    Pages 11-25

  4. Secured Crowdfunding Platform Using Blockchain

    • Megha Sahu, Ashish Gangaramani, Asha Bharambe
    Pages 27-39

  5. Review of Wireless Sensor Network Security Schemes

    • Vaibhav D. Dabhade, A. S. Alvi
    Pages 41-51

  6. Development of Agriculture Field Using Machine Learning

    • Rupali A. Meshram, A. S. Alvi
    Pages 53-62

  7. Security Issues in Cloud Computing

    • Akram H. Shaikh, B. B. Meshram
    Pages 63-77

  8. Categorization of Plant Leaf Using CNN

    • Suhasini Parvatikar, Deepa Parasar
    Pages 79-89

  9. Harvest Treasure: Prediction of Best Crop Yield

    • Gresha S. Bhatia, Simran Bhagwandasani, Rahul Bhatia, Urjita Bedekar, Pranit Naik
    Pages 91-99

  10. A Fuzzy Expert System for Malaria Disease Detection

    • Swati Jayade, D. T. Ingole, Manik D. Ingole
    Pages 101-111

  11. Data Sharing Over the Cloud Based on Ring Signature

    • Priti Rumao, Mamta Meena, Samidha Kurle
    Pages 113-123

  12. Data Analytics on Columnar Databases in Big Data Environment

    • Priyanka Bandagale, Vinayak Ashok Bharadi
    Pages 125-135

  13. Real Time Multiple Object Detection on Low-Constrained Devices using Lightweight Deep Neural Network

    • Namdeo Baban Badhe, Vinayak Ashok Bharadi
    Pages 137-144

  14. Researcher Framework Using MongoDB and FCM Clustering for Prediction of the Future of Patients from EHR

    • Harish Barapatre, Yogesh Kumar Sharma, Julli Sarode, Vaishali Shinde
    Pages 145-156

  15. Performance Level Evaluation of Cryptographic Algorithms

    • Ashwini P. Parkar, Madhuri N. Gedam, Nazneen Ansari, Shanthi Therese
    Pages 157-167

  16. Driver Activity Monitoring Using MobileNets

    • Garima Tripathi, Deval Srivastava, Priyank Shah, Saim Shaikh
    Pages 169-175

  17. A Review of Deep Learning Techniques Used in Breast Cancer Image Classification

    • Vidya Sarode, Amogh Chaudhari, Fabian T. R. Barreto
    Pages 177-186

  18. Prediction of nMAG in PMIPv6 with the Help of MN Positions

    • Nitesh M. Tarbani, A. S. Alvi, G. R. Bamnote, V. S. Gulhane
    Pages 187-193

  19. Surveillance System for Intruder Detection Using Facial Recognition

    • Mohammed Umraan Shaikh, Deepali Vora, Abhishek Anurag
    Pages 195-206

  20. Clinical Risk Prediction of Acute Coronary Syndrome Using Deep Learning Approach

    • Swati Suchak, Uttara Gogate
    Pages 207-217
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Keywords

About this book

This book gathers high-quality peer-reviewed research papers presented at the International Conference on Intelligent Computing and Networking (IC-ICN 2020), organized by the Computer Department, Thakur College of Engineering and Technology, in Mumbai, Maharashtra, India, on February 28–29, 2020. The book includes innovative and novel papers in the areas of intelligent computing, artificial intelligence, machine learning, deep learning, fuzzy logic, natural language processing, human–machine interaction, big data mining, data science and mining, applications of intelligent systems in healthcare, finance, agriculture and manufacturing, high-performance computing, computer networking, sensor and wireless networks, Internet of Things (IoT), software-defined networks, cryptography, mobile computing, digital forensics and blockchain technology.

Editors and Affiliations

  • Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas

  • National Institute of Technology Rourkela, Rourkela, India

    Vijay Bhaskar Semwal

  • Thakur College of Engineering and Technology, Mumbai, India

    Anand Khandare, Megharani Patil

About the editors

Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a Ph.D. in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 300 research papers in refereed journals and international conferences. Her research interests are in intelligent systems, fuzzy control, soft computing, smart sensors, information fusion, modeling and simulation. She is the Editor-in-Chief to the International Journal of Advanced Intelligence Paradigms (IJAIP) and to the International Journal of Computational Systems Engineering (IJCSysE), is a member in Editorial Board of several national and international journals and is the Director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad. She is a member of EUSFLAT and SIAM, senior member of IEEE, member in TC – Fuzzy Systems (IEEE CIS), member in TC – Emergent Technologies (IEEE CIS) and member in TC – Soft Computing (IEEE SMCS). 


Vijay Bhaskar Semwal is working as an Associate Professor (CSE) at NIT Bhopal since 5 February 2019. Before joining NIT Bhopal, he was working at NIT Rourkela. He has also worked with IIIT Dharwad as an Assistant Professor (CSE) for 2 years (2016–2018), and he has also worked as an Assistant professor (CSE) at NIT Jamshedpur. He has earned his doctorate degree in robotics from IIIT Allahabad (2017), M.Tech. in Information Technology from IIIT Allahabad (2010) and B.Tech. (IT) from the College of Engineering Roorkee (2008). His areas of research are bipedal robotics, gait analysis and synthesis, artificial intelligence, machine learning and theoretical computer science. He has published more than 15 SCI research papers. He has received early career research award by DST–SERB under the government of India. 


Dr. Anand Khandare is workingas an Associate Professor in Thakur College of Engineering and Technology, Mumbai University. His total experience is 15 years in teaching. He has completed Ph.D. in Computer Science and Engineering in the domain Data Clustering in Machine Learning from Sant Gadge Baba Amravati University, 2019, Master of Engineering (M.E.) in Computer Engineering from Vidyalankar Institute of Technologies, Mumbai University, 2011, and Bachelor of Engineering (B.E.) in Computer Science and Engineering from Amravati University with 64.5 percentages, 2005. He has published a total of 50 papers in national and international conferences and journals. Two patents are also in his name.  He has worked in various committees in conferences and workshops. He taught various subjects such as C, C++, JAVA, R PYTHON, Machine Learning, Mobile Computing, OS, Data Structures and Software Engineering. He has knowledge of RDATABASE such as SQL Server, MYSQL, and Oracle. He worked on various OS PLATFORMS such as Windows, LINUX and Androids. He guided 30+ undergraduate projects and 3 postgraduate projects. His area of interest is machine learning and networking. His interests also include web application development and mobile application development. He is a lifetime member of ISTE professional body. 


Dr. Megharani Patil has graduated from Konkan Gyanpeeth College of Engineering, Mumbai University, in Computer Engineering, in 2003. She completed her Master’s Degree from Shivaji University in the academic year 2010–2011. She completed Ph.D. (Technology) from Thadomal Shahani Engineering College, Mumbai University. Currently, she is working as an Associate Professor at Thakur College of Engineering and Technology, Mumbai University. She has 13.5 years of teaching experience in the institute and total 15.5 years of teaching experience. She has published more than 44 papers in international journals and conferences, 2 books C++ and Java programming and 1 patent in Indianpatent journal. In institute, she is Domain Incharge for Intelligent System Design & Development. She guided 30+ undergraduate projects and 4 postgraduate projects. Her area of interest is software engineering, user experience design and artificial intelligence. Her interests also include web application development and mobile application development. She is a lifetime member of ISTE professional body.

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