1st Edition

Applications of Machine intelligence in Engineering Proceedings of 2nd Global Conference on Artificial Intelligence and Applications (GCAIA, 2021), September 8-10, 2021, Jaipur, India

    The Global Conference on Artificial Intelligence and Applications (GCAIA 2021) provides a prominent venue for researchers, engineers, entrepreneurs, and scholar students to share their research ideas in the area of AI. Academic researchers would reveal the results and conclusions of laboratory based investigations via the GCAIA 21 platform, which bridges the gap between academia, industry, and government ethics. The GCAIA 21 platform will also bring together regional and worldwide issues to explore current advancements in contemporary Computation Intelligence.

    This Conference Proceedings volume contains the written versions of most of the contributions presented during the conference of GCAIA 2021. The conference has provided an excellent chance for researchers from diverse locations to present and debate their work in the field of artificial intelligence and its applications. It includes a selection of 62 papers. All accepted papers were subjected to strict peer-review by 2–4 expert referees. The papers have been selected for this volume because of their quality and their relevance to the theme of the conference.

    1 An Enhanced Implementation of Security Management System (SSMS) using UEBA in Smart Grid based SCADA Systems

    by Abdul Wahid Mir and K. R. Ram Kumar

    2 An Analysis to Understand Various Image Steganography Techniques

    by Jyoti Khandelwal and Vijay Kumar Sharma

    3 Review on Collaboration and Coordination Between NPU, Artificial Neural Network & Deep Learning

    by Dushyant Dubey and Jyoti Khandelwal

    4 An Efficient Solution for Choosing a Reliable Pathway in Wireless Body Area Networks

    by Jyoti Anand and Jyoti Khandelwal

    5 The Capteur: IoT based Device used for Real-time Scenario Analyzing

    by Antara Sarkar, Moumita Roy Choudhury, Afaq Ahmed, Amna Rahman, Nikki Niketa and Somen Nayak

    6 A Survey on Parallel Clustering Techniques for Big Data Framework

    by Moksud Alam Mallik, Nurul Fariza Zulkurnain, Jamil Ahmed Sk and Mohammed Khaja Nizamuddin

    7 Message Authentication over Network using IoT Architecture

    by Ms. Shweta Singh and Ms. Malvika Gupta

    8 Relationship between Independent and Dependent Variables and Calculating the Accuracy of Predicted and Actual Values using Linear Regression Method of Machine Learning

    by Ms. Payal Malik and Ms. Malvika Gupta

    9 Comparative Study of IoT Protocols: RPL vs LIBP and its Thwarting Issues

    by Ms. Payal Malik and Ms. Shweta Singh

    10 Prediction of Liver Disorders Using Simple Logistic Technique of Machine Learning

    by Arshdeep Kaur and Anil Kumar

    11 IoT based Alcohol Detection System for Small Organization

    by Arshdeep Kaur Loveleen Kaur and Anil Kumar

    12 Cognition of UnQL Queries in Context Database using Decision Tree

    by Shivakumar. C, Dr. Siddhaling Urolagin and Dr. Poonam Ghuli

    13 Indoor Navigation System using Augmented Reality

    by Jyotirmoy Saha, Tiasha Pal and Prof. Dipta Mukherjee

    14 Optical Character Recognition using Deep Learning Techniques

    by M Sri Hari Prasath, R Manimegalai and A Sheeba

    15 Deep Learning In Medical Imaging: A Review

    by Rguibi Zakaria, Hajami Abdelmajid and Dya Zitouni

    16 An Intelligent Chatbot for Admission System of an Educational Institute and Prediction of User Interest in Taking Admission

    by Sauvik Bal, Ashish Kumar Singh, Suramya Prakash, Saurabh Kumar, Bikash Ghosh, Priyodarshini Roy and Lopa Mandal

    17 Naari: A Women Safety Application

    by Aryan Veturekar, Danish Shaikh and Himanshu Singh

    18 A Virtual Book based on Human Anatomy

    by Ankur Rane, Riya Jain, Vaidarbhi Bherde, Pratap Nair and Poulami Das

    19 Crime by Crowd is Not Crime any More: A Predictive Analysis of Riot and Radicalization Oriented Text of Social Media

    by Koushik Deb, Arpita Konar, Kousheya Das, Shreya Guha, Mrityunjoy Sen and Avik Mukherjee

    20 Computer Aided Segmentation of Oral Mucosa to Detect Cancer

    by Mithun Majumdar and Tirthankar Gayen

    21 Assessing the Concerns of People in the Pandemic Situation: An Analytical Approach on the Social Media Data

    by Ankita Roy, Simran Agarwal and Koushik Deb

    22 Sentiment Analysis of Online Reviews for Educational Institutions

    by Sauvik Bal, Avinash Kumar Choudhary. Sagorika Majumdar, Devsmita Pal and Lopa Mandal

    23 IoT based Automated Vehicle Parking System

    by Hriday Banerjee, Afaq Ahmad and Pratibha Mitharwal

    24 Employopedia: Bridge the Gap of Employability

    by Prithviraj Biswas, Rohan Chakraborty, Purushottam Thakur, Pallabi Das and Sourish Mitra

    25 The River Cleaning Trash Bot

    by Amrita Dey, Nikhil Bhargav, Zeeshan Mohammed Isahak Karajagi and Dr. Denis Ashok

    26 Progressive Cleaning and Mining of Uncertain Smart Water Meter Data

    by Milad Khaki

    27 Spatial Domain Least Significant Bit Method Latest Improvement’s

    by Jyoti Khandelwal and Jyoti Anand

    28 Comparative Study of Bagging Ensemble and ARIMA model for prediction of Covid-19 in India

    by Suyash Kumar, Prabhjot Kaur and Anjana Gosain

    29 FPGA Based MAC Units for Signal Processing Algorithms with Non-Binary Numeral System: An Effective Analysis

    by Aniruddha Ghosh, Subhalaxmi Chakraborty and Amitabha Sinha

    30 Using Data from In-Vehicle Recommender Systems to Predict Traveler Characteristics

    by Sudarshan S. Chawathe

    31 An Artificial Intelligence Based Path Estimation of Heterogeneous Droplets in Digital Microfluidic Biochip

    by Rupam Bhattacharya

    32 The Prediction of Coronavirus using the Logistic Regression Technique of Machine Learning

    by Ms. Malvika Gupta and Ms. Payal Malik

    33 A Modified Backoff Algorithm for Performance Improvement of MANETs

    by Dhirendra Kumar Sharma and Devashish Choudhary

    34 Contactless Attendance and Temperature Monitoring System

    by Rishabh Srivastava, Afaq Ahmad, Hriday Banerjee and Itisha Varshney

    35 MASKA: Mutual Authentication and Session Key Agreement Protocol in Global Mobility Networks

    by Sudip Kumar Palit, Mohuya Chakraborty and Subhalaxmi Chakraborty

    36 Patient Adaptive Heart Beat Classification System Using Kernel Based Feature Extraction Method

    by Santanu Ghorai, Pradip Saha, Udita Dev Roy, Diptarup Mukherjee, Akash Mondal and Aniket Bhaumik

    37 Data Management Framework for Resource Constrained IoT Applications

    by Omar Farooq and Dr. Parminder Singh

    38 Using Machine Learning for Obesity Level Estimation

    by Dr. Soumadip Ghosh, Dr. Anjan Pal and Dr. Prithwineel Paul

    39 Multiclass Semantic Segmentation of COVID-19 CT Scan Images using Deep Learning

    by Jaswant Singh Jothe and Punit Kumar Johari

    40 Sentiment Analysis using Machine Translation

    by Sainik Kumar Mahata, Anupam Mondal, Monalisa Dey and Darothi Sarkar

    41 An Automatic Summarization System to Understand the Impact of COVID-19 on Education

    by Anupam Mondal, Monalisa Dey, Sainik Kumar Mahata and Darothi Sarkar

    42 A Message Encryption Technology using Matrix

    by Aditya Mallik and Dipta Mukherjee

    43 A Comparative Analysis of Copy-Move Forgery Detection Algorithms

    by Mohassin Ahmad and Farida Khursheed

    44 Fruit Quality Assessment using VGG16 and ImageNet Based Transfer Learning Technique

    by Amit Chatterjee and Sujay Biswas

    45 Industry 4.0 in Dairy: Application of Machine Learning for Product Classification

    by Amit Chatterjee and Sujay Biswas

    46 Real-Time Facial Expression Recognition using CNN

    by Praneeth Purini and Rahul Kumar Chaurasiya

    47 Human Identification by Gait using Body-Worn Sensors

    by Sudarshan S. Chawathe

    48 Android Malware Detector Based on Hybrid Features

    by Vinisha Malik, Sandip Kumar Goyal and Naveen Malik

    49 Green IoT for Intelligent Cyber-Physical Systems in Industry 4.0: A Review of Enabling Technologies, and Solutions

    by Kuntala Das and Jyoti Sekhar Banerjee

    50 AI Algorithm-based Triangulation Modelling in Aerospace Vehicular Applications

    by Bibhorr Bibhorr and Chirag R. Anand

    51 Conversational Question Answering System using RASA Framework

    by Vijay Kumari, Ayush Jain, Yashvardhan Sharma and Lavika Goel

    52 On Analyzing the Twitter Usage and Sentiment in India During the Second Wave of COVID-19

    by Amartya Chakraborty, Asif Iqbal, Subhankar Guha, Surendra Nath Bhagat, Stobak Dutta, Parnava Roy and Ankur Biswas

    53 Comparative Analysis of Various Text Summarization Techniques via Leveraging Transformer Model for the Fake News Detection

    by Sakshi Kalra, Ameya Pathak, Abhishek Agarwal, Yashvardhan Sharma and Gajendra Singh Chauhan

    54 A Comparative Review on Machine Learning Based Algorithms to Convert Handwritten Document to English Characters

    by Suparna Sadhu, Atreyee Mukherjee and Bipasha Mukhopadhyay

    55 Iris Recognition Using Transfer Learning of Inception V3

    by Kirti Sonkar, Dr. Rajneesh Rani and Dr Renu Dhir

    56 Cognitive Radio-Enabled Internet of Things (CR-IoT): An Integrated Approach towards Smarter World

    by Kuntala Das and Jyoti Sekhar Banerjee

    57 Analyzing Challenges in Adoption of SIOT System by using Fuzzy AHP Methodology

    by Shweta Garg and Vinod Kumar

    58 Intelligent Vehicle Accident Detection and Smart Rescue System

    by Arpita Chakraborty, Biswajeet Singh, Arnab Sau, Debolina Sanyal, Baisakhi Sarkar, Sreejita Basu and Jyoti Sekhar Banerjee

    59 A Review on Topological Data Analysis in Human Activity Recognition

    by Sunil Chaudhari, Sanjay Kumar Singh and Milan Joshi

    60 Hydrone : IoT enabled Autonomous Underwater Vehicle for Aquatic Ecosystem Monitoring

    by Shatabdi Basu, Afaq Ahmed and Amitav Debnath

    61 IoT-Based Smart City for the Post COVID-19 World: A Child-Centric Implementation Emphasis on Social Distancing

    by Rishav Majumder, Mitadru Dasgupta, Abhishek Biswas and Jyoti Sekhar Banerjee

    62 Infrared Gait Recognition using Point Light Animation and Spatio-Temporal Features

    by Ashish Ramayee Asokan, Chandratop Chakraborty and Shylaja S S


    Jyotsna Kumar Mandal is Professor, Computer Science & Engineering, University of Kalyani, Kalyani, West Bengal, India

    Sanjay Misra is Professor, Computer (Software) Engineering, Covenant University, Ota, Nigeria

    Jyoti Sekhar Banerjee is Assistant Professor, Department of Electronics & Communication Engineering, Bengal Institute of Technology, Kolkata, West Bengal, India

    Somen Nayak is Assistant Professor, Department of Computer Application, University of Engineering & Management, Jaipur, Rajasthan, India