Application of Communication Computational Intelligence and Learning: Proceeding of National Conference on Communication, Computational Intelligence and Learning (NCCC IL 2022), January 12th–13th Pune, India

338 Pages·2022·24.018 MB·English

by  Sangeeta Jadhav, Rahul Desai, Ashwini Sapkal

Application of Communication
Computational Intelligence and Learning
Edited by
Sangeeta Jadhav
Professor and Head of the IT Department, Army Institute of
Technology, Pune
Rahul Desai
Associate Professor, IT Department, Army Institute of Technology,
Pune
Ashwini Sapkal
Associate Professor, IT Department, Army Institute of Technology,
Pune

Application of Communication
Computational Intelligence and Learning
Proceeding of National Conference on Communication,
Computational Intelligence and Learning (NCCC IL
2022), January 12th–13th Pune, India
Edited by
Sangeeta Jadhav
Rahul Desai
Ashwini Sapkal
Boca Raton London New York
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ISBN: 9781003340867 (ebk)
DOI: 10.1201/9781003340867
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Table of Content
Preface ix
List of Tables and Figures xi
Chapter 1 Implementation of Predictive OEE (POEE): System engineering
approach 1
Pranita Bhosale and Sangeeta Jadhav
Chapter 2 Road detection from high resolution images using fully
convolutional network 13
Dhanashri Patil and Sangeeta Jadhav
Chapter 3 An insight on methodologies used for predictive machine health
monitoring: A review 23
Pranita Bhosale and Sangeeta Jadhav
Chapter 4 Support vector clustering for face-based emotion predictions 43
Dipti Pandit and Sangeeta Jadhav
Chapter 5 Malware classification using neural network 44
Deeptanshu Singh Rathore, Ashwini Sapkal, Geeta Patil,
Rahul Desai, and Aparna Joshi
Chapter 6 Transfer learning approach for multi-disease classification
using chest X-ray images 54
Sangeeta Jadhav, Vishal Savade, Wagh Shubham Sharad,
Sunit Kumar Jena, and Vivek Kumar Ray
Chapter 7 Smart attendance system 66
Gaurav Kumar Singh, Grandhi Abhisar, Vaishali Ingale, Prashant
Kumar Singh, and Jatin Kumar
Chapter 8 Real-time driver’s drowsiness detection using transfer learning 73
Mohd Danish Khursheed, Mohd. Maaz Khan, and
Sara Parveen
Chapter 9 Artificial intelligence based virtual voice assistance 83
Pranjal Gajendragadkar, Seema Rajput, and Harjeet Kaur
vi
Chapter 10 Survey of fabric defect detection using UNet architecture 91
Saiqa Khan, Ansari Almas Eram, Ansari Saadan,
Ansari Raheen Bano and Narjis Fatema Suterwala
Chapter 11 Employee turnover predictor using machine learning algorithms
with user-friendly graphical user interface 101
Harshit Gupta
Chapter 12 Pre-trained deep learning models for content-based image
classification and retrieval 114
Dnyanda N. Hire and A. V. Patil
Chapter 13 AI-based assistant with security 127
Premanand Ghadekar, Aquib Aziz, Aditi Baldawa,
Yukta Dingreja, Ishita Sonchhatra, and Jay Pawar
Chapter 14 Augmented reality-based application for interactive
shopping experience 137
Aparna Joshi, Rupali Bagate, Kunal Khanra,
Ajay Bohra, Roshan Rai, and Deepak Tiwari
Chapter 15 Study of tourism recommendation system 146
Yuvraj Gholap, Rahul Desai, Zaid Alam,
and Gajanan Walunjkar
Chapter 16 Detecting driver distraction using semi-supervised machine
learning 157
Aman Mishra, Rahul Desai, G. M. Walunjkar,
and Yuvraj Gholap
Chapter 17 Eye forms – Online form invigilator 166
Shardul Nimbalkar, Mehul Khandhadiya, Shashank Tapas,
Saurabh Khandagale, Yash Jain, and Vrushali K. Bongirwar
Chapter 18 KACO: k-mean clustering and ACO-based data transmission
in wireless sensor networks 178
Savita Jadhav and Sangeeta Jadhav
Chapter 19 Deep learning-based wildfire detection from satellite imagery 189
Anant Kaulage and Sagar Rane
Chapter 20 Pattern recognition application in power system monitoring:
A demonstration 203
Amrendra Kumar Karn, Salman Hameed, and
Mohammad Sarfraz
vii
Chapter 21 Analysis of vertical handover parameters using Analysis
of Variance (ANOVA) 214
Siddharth Goutam, Srija Unnikrishnan, Archana Karandikar,
and Aradhana Goutam
Chapter 22 A novel Encoding/Decoding scheme with Belief Propagation
and LDPC code 228
Prashnatita Pal, Bikash Chandra Sahana, and Jayanta Poray
Chapter 23 Performance analysis of routing protocols for Ad Hoc networks 240
Aman Mishra, Rahul Desai and G. M. Walunjkar
Chapter 24 Design and performance analysis of array multiplier
(using Xilinx) 250
Rahul Johny, Nilay Vejare, Sumit Tripathi, Sunny Sharma
and Lakshmi Iyer
Chapter 25 IOTE: A system for integrated online teaching environment 261
Sheetal Thakare, and M. A. Pund
Chapter 26 Real-time conversion of speech to sign language and
hand gesture recognition 269
Sangeeta Jadhav, Sumit Kumar, Harsh Chauhan,
Supriya Negi and Vishvajeet Singh
Chapter 27 Review on investigation of obsolescence mitigation problems
in electronic components 279
Ajay K. Dass and S. D. Lokhande
Chapter 28 Summariser - Transforming your online meets 291
Ashwini Sapkal, Akash Bhati, Arun, Saurabh Rai, and
Shubham Anand
Chapter 29 Efficient web application vulnerabilities detection Model 299
Premanand Ghadekar, Devashish Ubale, and
Vijay Gaikwad
Chapter 30 Overall equipment effectiveness (OEE): Methodologies used
for implementation, detection and prognostics a literature
review on case studies 309
F. Pranita Bhosale and Sangeeta Jadhav

Preface
The special issue is dedicated to National conference on Communication, compu-
tational intelligence and learning-NCCCIL sponsored by AICTE and organized
by Department of Information Technology at Army Institute of Technology from
12–13 January 2022.
This conference gave the collaborative forum to academic experts, researchers and
corporate professionals to enrich their knowledge in the automation and analysis of
industry and business processes in a smart way.
The two day conference included invited talks and paper presentations focusing on
the applications of Computational intelligence, Communication, Machine Learning
and Artificial Intelligence.
The main goal of conference was to assess most recent developments in both theory
and applications in the field of communication and computational intelligence as well
as machine learning. Through the platform of conference researchers in these sub-
jects exchanged their points of view and latest results. Around 150 researchers from
various parts of nation participated in this conference to present their research work.
In this special issue we have included 29 research papers of these contributions.
To sum up I would particularly thank the participants who have contributed to
constructive discussions through their presentations.
I would like to thank to reviewers who have done meticulous work in selection of
innovative result oriented papers. Thanks to management of AIT for supporting the
conference in all respects .
Thanks to organising committee members of Dept of IT for their hard work and
dedication to make the conference successful. A special thanks to Mr Dewal Pratap
Singh for his cooperation in this special issue.

Dr. Sangeeta Jadhav
Professor and Head of Dept(IT)
AIT, Pune