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Smart Intelligent Computing and Applications, Volume 2

Proceedings of Fifth International Conference on Smart Computing and Informatics (SCI 2021)

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Suresh Chandra Satapathy

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

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  2. Vikrant Bhateja

    1. Department of Electronics and Communication Engineering, Shri Ramswaroop Memorial College of Engineering and Management (SRMCEM), Lucknow, India

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  3. Margarita N. Favorskaya

    1. Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia

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  4. T. Adilakshmi

    1. Department of Computer Science and Engineering, Vasvi College of Engineering, Hyderabad, India

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  • Presents research works in the field of smart computing and informatics
  • Best selected papers presented at SCI 2021 held in Hyderabad, India
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 283)

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Music Recommendation Engine Using Emotion Synthesis Through Facial Recognition

    • Yogesh Mogshetty, Sakshata Vandure, N. Vivekananda, Sammed Vandure, Bahubali Akiwate
    Pages 1-11

  3. Indian Alphabets and Digits Sign Recognition Using Pretrained Model

    • Kinjal Mistree, Devendra Thakor, Brijesh Bhatt
    Pages 13-20

  4. HarSaRK_multi_rs: A Hard Real-time Kernel for Multi-core Microcontrollers in Rust Language

    • K. I. Vishnunaryan, Gourinath Banda
    Pages 21-32

  5. Melody-Based Hindi Song Retrieval Using SVM

    • Naagamani Molakathaala, Veerendra Kumar Gautam, Violin Vasu, Saideep Samineni, Shankhanil Ghosh, Chhanda Saha et al.
    Pages 33-42

  6. Analysis of Eye Gaze Response to Predict Cognitive and Behaviour Abilities of an Individual to Determine Developmental Disorders

    • R. Pallavi Reddy, N. Kalyani, R. Sai Usha, G. L. Sai Sree
    Pages 43-51

  7. An Efficient Information Retrieval Technique for Document Classification

    • N. Santhosh Ramchander, Nagaratna P. Hegde
    Pages 53-62

  8. A Featurized Learning Approach for Health Monitoring in Hydraulic Systems Using Multivariate Time Series Data

    • B. Sirisha, Sai Goutham Goli, Jangala Balram, Arvapalli Venkata Satya Sai Manoj, Ravirala Praneeth, B. Sandhya
    Pages 63-70

  9. Lockdown Phases and Changing Clusters of Indian States with Respect to Number of Cases of COVID-19

    • Rabinder Kumar Prasad, Subrata Chakraborty, Rosy Sarmah
    Pages 71-84

  10. Non-invasive Measurement of Blood Sugar Using Near-Infrared Spectroscopy

    • Kiran Chakravarthula, Tejas S. Shah, Divya Pathak
    Pages 85-92

  11. Design and Development of Silicon Nanowire-Based Pressure Sensor for Medical Applications

    • Somanath Pidashetti, Kirankumar B. Balavalad
    Pages 93-101

  12. Identifying Stars/Galaxies: A Hybrid Classification for Celestial Sources

    • Sindhu P. Menon
    Pages 103-116

  13. Contemporary Technique for Detection of Brain Tumor in Fluid-Attenuated Inversion Recovery Magnetic Resonance Imaging (MRI) Images

    • K. Bhima, M. Neelakantappa, K. Dasaradh Ramaiah, A. Jagan
    Pages 117-125

  14. Word Sense Disambiguation for Indian Regional Language Using BERT Model

    • C. P. Chandrika, Jagadish S. Kallimani
    Pages 127-137

  15. Automating the Body Temperature Scanning System and Predictive Analysis Using Machine Learning Models

    • K. Athul Das, S. Mounika, V. Krishna Mohan
    Pages 139-149

  16. Detection of Face Mask in Thermal Images Using Deep CNN

    • B. Sandhya, D. V. S. R. Sesidhar, Lathasree Reddy, T. Meghana, B. Sony
    Pages 151-158

  17. Deep Learning Network for Face Identification Across Illumination and Blur

    • T. Shreekumar, V. Joseph Michael Jerard
    Pages 159-169

  18. An Enhanced Book Recommendation System Using Hybrid Machine Learning Techniques

    • V. Sireesha, Nagaratna P. Hegde, K. Sreenija, B. Thindhu
    Pages 171-179

  19. Cardiovascular Disease Prediction using Machine Learning with Flask API

    • V. Sireesha, Nagaratna P. Hegde, Palve Nanditha, B. Ram Naresh
    Pages 181-190

  20. An Ensemble CNN Model for Identification of Diabetic Retinopathy Eye Disease

    • M. Seetha, N. Kalyani, Y. Sravani Devi
    Pages 191-198
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Keywords

About this book

The proceeding presents best selected papers presented at 5th International Conference on Smart Computing and Informatics (SCI 2020), held at Department of Computer Science and Engineering, Vasavi College of Engineering, Hyderabad, Telangana, India, during 17 – 18 September 2021. It presents advanced and multi-disciplinary research towards the design of smart computing and informatics. The theme is on a broader front focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solutions to varied problems in society, environment and industries. The scope is also extended towards the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and healthcare. The work is published in two volumes.

Editors and Affiliations

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

    Suresh Chandra Satapathy

  • Department of Electronics and Communication Engineering, Shri Ramswaroop Memorial College of Engineering and Management (SRMCEM), Lucknow, India

    Vikrant Bhateja

  • Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia

    Margarita N. Favorskaya

  • Department of Computer Science and Engineering, Vasvi College of Engineering, Hyderabad, India

    T. Adilakshmi

About the editors

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 a 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, 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 conf proceedings. Dr. Suresh is in Editorial board of IGI Global, Inderscience, Growing Science journals and also Guest Editor for Arabian Journal of Science and Engg published by Springer. 

Vikrant Bhateja is Associate Professor, Department of ECE in SRMGPC, Lucknow.  His areas of research include digital image and video processing, computer vision, medical imaging, machine learning, pattern analysis and recognition. He has around 160 quality publications in various international journals and conference proceedings.  He is associate editor of IJSE and IJACI. He has edited more than 30 volumes of conference proceedings with Springer Nature and is presently EiC of IGI Global: IJNCR journal. 

Margarita N. Favorskaya is Professor and Head of the Department of Informatics and Computer Techniques at Reshetnev Siberian State University of Science and Technology, Russian Federation. Professor Favorskaya is a member of KES organization since 2010, the IPC member and Chair of invited sessions of over 30 international conferences. She serves as Reviewer in international journals (Neurocomputing, Knowledge Engineering and Soft Data Paradigms, Pattern Recognition Letters, Engineering Applications of Artificial Intelligence), Associate Editor of Intelligent Decision Technologies Journal, International Journal of Knowledge-Based and Intelligent Engineering Systems and International Journal of Reasoning-based Intelligent Systems,  Honorary Editor of the International Journal of Knowledge Engineering and Soft Data Paradigms, Reviewer, Guest Editor and Book Editor (Springer). She is the author or the co-author of 200 publications and 20 educational manuals in computer science. She co-authored/co-edited seven books for Springer recently. She supervised nine Ph.D. candidates and is presently supervising four Ph.D. students. Her main research interests are digital image and videos processing, remote sensing, pattern recognition, fractal image processing, artificial intelligence and information technologies.

T. Adilakshmi is currently working as Professor and Head of the Department, Vasavi College of Engineering. She completed her Bachelor of Engineering from Vasavi College of Engineering, Osmania University, in the year 1986, and did her Master of Technology in CSE from Manipal Institute of Technology, Mangalore, in 1993. She received Ph.D. from Hyderabad Central University (HCU) in 2006 in the area of Artificial Intelligence. Her research interests include data mining, image processing, artificial intelligence, machine learning, computer networks and cloud computing. She has 23 journal publications to her credit and presented 28 papers at international and national conferences. She has been recognized as a research supervisor by Osmania University (OU) and Jawaharlal Nehru Technological University (JNTU). Two research scholars were awarded Ph.D. under her supervision, and she is currently supervising 11 Ph.D. students.

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