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Data Engineering and Intelligent Computing

Proceedings of ICICC 2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Vikrant Bhateja

    1. Department of Electronics and Communication Engineering, Shri Ramswaroop Memorial Group of Professional Colleges (SRMGPC), Lucknow, India

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  2. Suresh Chandra Satapathy

    1. School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India

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  3. Carlos M. Travieso-González

    1. Department of Signals and Communications, Institute for Technological Development, Las Palmas de Gran Canaria, Spain

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  4. V. N. Manjunath Aradhya

    1. Department of Computer Applications, JSS Science and Technology University, Mysuru, India

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  • Presents recent innovative research in the field of communication, network, and IoT
  • Discusses results of ICICC 2020 organized in Bengaluru, India, during September 2020
  • Serves as a reference for young scholars, researchers, and industry professionals

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1407)

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Table of contents (61 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Heuristic Approach to Detect Pectoral Muscle and Nipple in Mammogram for Computer-Aided Diagnosis

    • Vibha Bafna Bora, Ashwin Kothari, Avinash Keskar
    Pages 1-15

  3. Design of LSTM–CNN with Feature Map Merge for Crime Scene Detection in CCTV Footage

    • E. Thirumagal, K. Saruladha
    Pages 17-26

  4. Malware Family Classification Model Using Convolutional Neural Network

    • T. Gayathri, M. S. Vijaya
    Pages 27-35

  5. Malware and Benign Detection Using Convolutional Neural Network

    • V. Krithika, M. S. Vijaya
    Pages 37-45

  6. An Evaluation and Validation of Contemporary Approaches in Scene Text Extraction and Recognition

    • M. J. Roopa, K. Mahantesh
    Pages 47-57

  7. Sentiment Analysis for Movie Ratings Using Deep Learning

    • Vijay Verma, Anurag Gupta, Simran Kumawat
    Pages 59-66

  8. Subject Noncontingent EEG-Based Emotion Detection Using Deep Learning Algorithm

    • Vaishali M. Joshi, Rajesh B. Ghongade
    Pages 67-75

  9. Performance Analysis of Dijkstra’s and the A-Star Algorithm on an Obstacle Map

    • N. G. Sathvik, Sharan Patil
    Pages 77-86

  10. Automated Microaneurysms Detection in Fundus Images for Early Diagnosis of Diabetic Retinopathy

    • M. L. Jadhav, M. Z. Shaikh, V. M. Sardar
    Pages 87-95

  11. Plant Health Report Through Advanced Convolution Neural Network Methodology

    • Amith Kiran Kumar, G. H. Dinesh Babu, P. Rajeswari
    Pages 97-105

  12. A Systematic Review on Approaches to Recognize Emotions Using Electroencephalography (EEG) Signals

    • Megha D. Bengalur, Aditya K. Saxena
    Pages 107-120

  13. Pediatric Skeletal Age Assessment Using Deep Learning Proceedings

    • Shrinivas D. Desai, Prajwal T. Kadiyavar
    Pages 121-130

  14. A Novel Model for Disease Identification in Mango Plant Leaves Using Multimodal Conventional and Technological Approach

    • Lavanya B. Koppal, T. M. Rajesh, K. B. Vedamurthy
    Pages 131-140

  15. Combating COVID-19 Through Emerging Digital Technologies

    • Supriya Dubey, Pritee Parwekar
    Pages 141-149

  16. Android Malware Detection Using Convolutional Neural Networks

    • A. Lakshmanarao, M. Shashi
    Pages 151-162

  17. Predicting the Accuracy of Accessibility of LTE Network Using ANN

    • Abhishek Tyagi, Asmita Singh, Sindhu Hak Gupta, Mukesh Mishra
    Pages 163-171

  18. Histopathological Image Classification Using Deep Neural Networks with Fine-Tuning

    • A. S. Vidyun, B. Srinivasa Rao, J. Harikiran
    Pages 173-180

  19. Prophetic Probe of Accidents in Indian Smart Cities Using Machine Learning

    • Ganesh Khekare, Pushpneel Verma
    Pages 181-189

  20. Identifying Handwriting Difficulties in Children in Devanagari Script Using Machine Learning

    • Sailaja Mulakaluri, G. S. Girisha
    Pages 191-204
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Keywords

About this book

This book features a collection of high-quality, peer-reviewed papers presented at the Fourth International Conference on Intelligent Computing and Communication (ICICC 2020) organized by the Department of Computer Science and Engineering and the Department of Computer Science and Technology, Dayananda Sagar University, Bengaluru, India, on 18–20 September 2020. The book is organized in two volumes and discusses advanced and multi-disciplinary research regarding the design of smart computing and informatics. It focuses on innovation paradigms in system knowledge, intelligence and sustainability that can be applied to provide practical solutions to a number of problems in society, the environment and industry. Further, the book also addresses the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and health care.

Editors and Affiliations

  • Department of Electronics and Communication Engineering, Shri Ramswaroop Memorial Group of Professional Colleges (SRMGPC), Lucknow, India

    Vikrant Bhateja

  • School of Computer Engineering, Kalinga Institute of Industrial Technology, Bhubaneswar, India

    Suresh Chandra Satapathy

  • Department of Signals and Communications, Institute for Technological Development, Las Palmas de Gran Canaria, Spain

    Carlos M. Travieso-González

  • Department of Computer Applications, JSS Science and Technology University, Mysuru, India

    V. N. Manjunath Aradhya

About the editors

Vikrant Bhateja is Associate Professor, Department of Electronics & Communication Engineering, Shri Ramswaroop Memorial Group of Professional Colleges (SRMGPC), Lucknow, and also Head (Academics & Quality Control) in the same college. He completed his doctorate in Bio-Medical Imaging & Signal Processing and has a total academic teaching experience of 16 years with around 125 publications in reputed international conferences, journals and online book chapter contributions. His areas of research include digital image and video processing, computer vision, medical imaging, machine learning, pattern analysis and recognition. Dr. Vikrant has edited 15 proceeding books/editorial volumes with Springer Nature. He is Editor-in-Chief of IGI Global—International Journal of Natural Computing and Research (IJNCR).  He is also Associate Editor in International Journal of Synthetic Emotions (IJSE) and International Journal of Ambient Computing and Intelligence (IJACI) under IGI Global press. He is Guest Editor of Special Issues in reputed Scopus/SCIE indexed journals under Springer Nature: “Evolutionary Intelligence” and “Arabian Journal of Science and Engineering”. 


Suresh Chandra Satapathy is, a Ph.D. in Computer Science, currently working as Professor and at KIIT (Deemed to be University), Bhubaneshwar, Odisha, India. He held the position of the National Chairman Div-V (Educational and Research) of Computer Society of India and is also Senior Member of IEEE. He has been instrumental in organizing more than 20 International Conferences in India as Organizing Chair and edited more than 30 Book Volumes from Springer LNCS, AISC, LNEE and SIST Series as Corresponding Editor. He is quite active in research in the areas of swarm intelligence, machine learning and data mining. He has developed a new optimization algorithm known as Social Group Optimization (SGO) published in Springer Journal. He has delivered number of keynote address and tutorials in his areas of expertise in various events in India. He has more than 100 publications in reputed journals and conference proceedings. Dr. Suresh is in Editorial Board of IGI Global, Inderscience, Growing Science journals and also Guest Editor for Arabian Journal of Science and Engineering published by Springer.


Carlos M. Travieso-González received the M.Sc. degree in 1997 in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain, and Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is Full Professor on Signal Processing and Pattern Recognition and Head of Signals and Communications Department at ULPGC,; teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 50 International and Spanish Research Projects, some of them as Head Researcher. He has 440 papers published in international journals and conferences. He has published 7 patents in Spanish Patent and Trademark Office. He is Evaluator of project proposals for European Union (H2020), Medical Research Council (MRC – UK), Spanish Government (ANECA – Spain), Research National Agency (ANR – France), DAAD (Germany), and other Institutions. He has been General Chair in 16 international conferences, mainly sponsored by IEEE and ACM. He is Associate Editor in CIN and Entropy (Q2-WoS journals). He has been awarded in “Catedra Telefonica” Awards in editions 2017, 2018 and 2019 on Knowledge Transfer Modality.


V. N. Manjunath Aradhya is currently working as Associate Professor in the Department of MCA, Sri Jayachamarajendra College of Engineering, Mysuru. He received the M.S. and Ph.D. degrees in Computer Science from the University of Mysore, Mysuru, India, in 2004 and 2007, respectively. He is a recipient of “Young Indian Research Scientist” from Italian Ministry of Education, University and Research, Italy, during 2009–2010. His professional recognition includes as Technical Editor for Journal of Convergence Information Technology (JCIT), Editor Board in Journal of Intelligent Systems, a reviewer for IEEE Trans on System, Man and Cybernetics – PART B, Pattern Recognition (PR), Pattern Recognition Letters (PRL), etc.  Also he is Member of program committees of over 45 international conferences. His research interest includes pattern recognition, image processing, document image analysis, computer vision, machine intelligence, applications of linear algebra for the solution of engineering problems, biclustering of geneexpression data and web data analysis and understanding. He has published more than 135 research papers in reputed international journals, conference proceedings and edited books.

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