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Advances in Intelligent Computing and Communication

Proceedings of ICAC 2021

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Mihir Narayan Mohanty

    1. Department of Electronics and Communication Engineering, Institute of Technical Education and Research (ITER), Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, India

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  2. Swagatam Das

    1. Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

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    You can also search for this editor in PubMed   Google Scholar

  • Presents research works in the field of intelligent computing and advances in communication
  • Provides original works presented at ICAC 2021 held in Bhubaneswar, India, during November 2021
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 430)

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. An Unsupervised Learning Approach Towards Credit Risk Modelling Using DFT Features and Gaussian Mixture Models

    • Amit Kant Pandit, Ashutosh Vashishtha, Shubam Sumbria, Shubham Mahajan
    Pages 1-8

  3. Human Activity Detection-Based Upon CNN with Pruning and Edge Detection

    • Marvi Sharma, Dinesh Kumar Garg
    Pages 9-16

  4. Improvement in Breast Cancer Detection Using Deep Learning

    • Manvi Gupta, Shubham Mahajan, Anil Kumar Bhardwaj, Amit Kant Pandit
    Pages 17-32

  5. Measure to Tackle Forest Fire at Early Stage Using Applications of IoT

    • Ankita Sharma, Er. Sorab Kumar
    Pages 33-41

  6. Start and Stop Policy for Smart Vehicles Using Application of IoT

    • Nisha Thakur, Er. Deepak Kumar
    Pages 43-52

  7. Fake News Detection Using Lightweight Machine Learning Models

    • Satakshee Mishra, Mallika Srivastava, Manish Raj, Sukant Kishoro Bisoy, Rasmi Ranjan Khansama
    Pages 53-62

  8. A Comparative Analysis of Regression Approaches for Prediction of COVID-19 Active, Recovered, and Death Cases in India

    • Binita Kumari, Sipra Sahoo
    Pages 63-77

  9. Energy Configuration Management Framework Using Automated Data Mining Algorithm

    • Nidhi Sharma, Binu Kuriakose Vargis, Kamal Upreti, Rituraj Jain, Arvind Kumar Sharma
    Pages 79-87

  10. Lecture Notes in Computer Science: Pathological Voice Recognition Based on Acoustic Phonatory Features

    • P. Deepa, Rashmita Khilar
    Pages 89-99

  11. Analog/RF Performance Analysis of Downscaled Cylindrical Gate Junctionless Graded Channel MOSFET

    • S. Misra, K. P. Swain, S. M. Biswal, S. K. Pati, J. K. Das
    Pages 101-108

  12. Process Design to Self-extract Text from Images for Similarity Check

    • Adiba Sharmeen, Nidhi Agarwal, Arpit Suman, Sumanshu Agarwal, Kundan Kumar
    Pages 109-117

  13. Enactment Assessment of Machine Learning Model for Chronic Disease (Dysrhythmia) Using an Consistent Attributes and KNN Algorithm

    • K. Kiruthika, Rashmita Khilar
    Pages 119-126

  14. Data Classification by Ensemble Methods in Machine Learning

    • G. Jagadeeswara Rao, A. Siva Prasad, S. Sai Srinivas, K. Sivaparvathi, Nibedan Panda
    Pages 127-135

  15. Image Caption Generator Using Machine Learning and Deep Neural Networks

    • Mogula Yeshasvi, T. Subetha
    Pages 137-144

  16. Power Quality Issues Mitigation in an AC Microgrid Through Bayesian Regularization Algorithm-Trained Artificial Neural Network

    • Subhashhree Choudhury, Devi Prasad Acharya, Niranjan Nayak
    Pages 145-154

  17. Rectified Adam Optimizer-Based CNN Model for Speaker Identification

    • Avirup Mazumder, Subhayu Ghosh, Swarup Roy, Sandipan Dhar, Nanda Dulal Jana
    Pages 155-162

  18. Fault Classification in Transmission Line Using Empirical Mode Decomposition and Support Vector Machine

    • Shitya Ranjan Das, Ranjan Kumar Mallick, Pravati Nayak, Sairam mishra
    Pages 163-171

  19. Adaptive Grey wolf Optimization Algorithm with Gaussian Mutation

    • Bibekananda Jena, Manoj Kumar Naik, Aneesh Wunnava, Rutuparna Panda
    Pages 173-181

  20. A Study on Apodization Profiles of Fiber Bragg Gratings

    • Manish Mishra, Prasant Kumar Sahu
    Pages 183-189
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Keywords

About this book

The book presents high-quality research papers presented at 4th International Conference on Intelligent Computing and Advances in Communication (ICAC 2021) organized by Siksha ‘O’ Anusandhan, Deemed to be University, Bhubaneswar, Odisha, India, in November 2021. This book brings out the new advances and research results in the fields of theoretical, experimental, and applied signal and image processing, soft computing, networking, and antenna research. Moreover, it provides a comprehensive and systematic reference on the range of alternative conversion processes and technologies.

Editors and Affiliations

  • Department of Electronics and Communication Engineering, Institute of Technical Education and Research (ITER), Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, India

    Mihir Narayan Mohanty

  • Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

    Swagatam Das

About the editors

Dr. Mihir Narayan Mohanty is presently working as Professor in the Department of Electronics and Communication Engineering, Institute of Technical Education and Research, Siksha ‘O’ Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India. He has published over 500 papers in international/national journals, chapters, and conferences along with approximately 25 years of teaching experience at UG and PG levels. He is Active Member of many professional societies like IEEE, IET, ISTE, IRED, IETI, EMC and EMI Engineers, India, ISCA, ACEEE, IAEng, etc. Also, he is Fellow of IE (I) and IETE and Senior Member of IEEE. He has received his M.Tech. degree in Communication System Engineering from Sambalpur University, Sambalpur, Odisha. Also, he has done his Ph.D. work in Applied Signal Processing. He was working as Associate Professor and Head in the Department of Electronics and Instrumentation Engineering, Institute of Technical Education and Research, Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, Odisha. His area of research interests includes applied signal and image processing, digital signal/image processing, biomedical signal processing, and microwave communication engineering. He has worked as Guest Lecturer in many universities. Simultaneously, he has given many invited talks at conferences, webinars, workshops, and FDPs. He has reviewed many Springer and IEEE-based conference papers as well as for international journal papers. He has also received many national and international awards like Cosmic International Awards, Green Thinkerz Award, Green Warriors Award, Rajiv Gandhi Sadbhavana Award, Institution Award from Institute of Engineers (India), and many best paper awards in international conferences.


Dr. Swagatam Das received his B.E. Tel. E., M.E. Tel. E (Control Engineering specialization), and Ph.D. degrees, all from Jadavpur University, India, in 2003, 2005, and 2009, respectively. Currently serving as Associate Professor at the Electronics and Communication Sciences Unit of the Indian Statistical Institute, Kolkata, India, his research interests include evolutionary computing, pattern recognition, multiagent systems, and wireless communication. Dr. Das has published more than 300 research articles in peer-reviewed journals and international conference proceedings. He is Founding Co-Editor-in-Chief of Swarm and Evolutionary Computation, an international journal from Elsevier. He has also served as or is serving as an Associate Editor of various journals, including Pattern Recognition, Neurocomputing, Information Sciences, IEEE Access, and so on. He is Editorial Board Member of numerous other journals, including Progress in Artificial Intelligence, Applied Soft Computing, and Artificial Intelligence Review. Dr. Das is Recipient of the 2012 Young Engineer Award from the Indian National Academy of Engineering (INAE) and of the 2015 Thomson Reuters Research Excellence India Citation Award for the highest cited researcher from India in the Engineering and Computer Science category for the period 2010–2014.

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