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.

chapter Chapter One|11 pages

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

ByAbdul Wahid Mir, K.R. Ram Kumar

chapter Chapter Two|10 pages

An Analysis to Understand Various Image Steganography Techniques

ByJyoti Khandelwal, Vijay Kumar Sharma

chapter Chapter Three|9 pages

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

ByDushyant Dubey, Jyoti Khandelwal

chapter Chapter Four|9 pages

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

ByJyoti Anand, Jyoti Khandelwal

chapter Chapter Five|6 pages

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

ByAntara Sarkar, Moumita Roy Choudhury, Afaq Ahmed, Amna Rahman, Nikki Niketa, Somen Nayak

chapter Chapter Six|8 pages

A Survey on Parallel Clustering Techniques for Big Data Framework

ByMoksud Alam Mallik, Nurul Fariza Zulkurnain, Jamil Ahmed Sk, Mohammed Khaja Nizamuddin

chapter Chapter Seven|8 pages

Message Authentication over Network using IoT Architecture

ByShweta Singh, Malvika Gupta

chapter Chapter Nine|9 pages

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

ByPayai Malik, Shweta Singh

chapter Chapter Ten|12 pages

Prediction of Liver Disorders Using Simple Logistic Technique of Machine Learning

ByArshdeep Kaur, Anil Kumar

chapter Chapter Eleven|8 pages

IoT based Alcohol Detection System for Small Organization

ByArshdeep Kaur Loveleen Kaur, Anil Kumar

chapter Chapter Twelve|7 pages

Cognition of UnQL Queries in Context Database using Decision Tree

ByC. Shivakumar, Siddhaling Urolagin, Poonam Ghuli

chapter Chapter Thirteen|7 pages

Indoor Navigation System using Augmented Reality

ByJyotirmoy Saha, Tiasha Pal, Dipta Mukherjee

chapter Chapter Fourteen|13 pages

Optical Character Recognition using Deep Learning Techniques

ByM Sri Hari, R Manimegalai, A Sheeba

chapter Chapter Fifteen|14 pages

Deep Learning in Medical Imaging: A Review

ByRguibi Zakaria, Hajami Abdelmajid, Dya Zitouni

chapter Chapter Sixteen|10 pages

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

BySauvik Bal, Ashish Kumar Singh, Suramya Prakash, Saurabh Kumar, Bikash Ghosh, Priyodarshini Roy, Lopa Mandat

chapter Chapter Seventeen|8 pages

Naari: A Women Safety Application

ByAryan Veturekar, Danish Shaikh, Himanshu Singh

chapter Chapter Eighteen|9 pages

A Virtual Book based on Human Anatomy

ByAnkur Rane, Riya Jain, Vaidarbhi Bherde, Pratap Nair, Poulami Das

chapter Chapter Nineteen|5 pages

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

ByKoushik Deb, Arpita Konar, Kousheya Das, Shreya Guha, Mrityunjoy Sen, Avik Mukherjee

chapter Chapter Twenty|12 pages

Computer Aided Segmentation of Oral Mucosa to Detect Cancer

ByMithun Majumdar, Tirthankar Gayen

chapter Chapter Twenty One|6 pages

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

ByAnkita Roy, Simran Agarwal, Koushik Deb

chapter Chapter Twenty Two|8 pages

Sentiment Analysis of Online Reviews for Educational Institutions

BySauvik Bal, Avinash Kumar Choudhary, Sagorika Majumdar, Devsmita Pal, Lopa Mandal

chapter Chapter Twenty Three|8 pages

IoT based Automated Vehicle Parking System

ByHriday Banerjee, Afaq Ahmad, Pratibha Mitharwal

chapter Chapter Twenty Four|8 pages

Employopedia: Bridge the Gap of Employability

ByPrithviraj Biswas, Rohan Chakraborty, Purushottam Thakur, Pallabi Das, Sourish Mitra

chapter Chapter Twenty Five|8 pages

The River Cleaning Trash Bot

ByAmrita Dey, Nikhil Bhargav, Zeeshan Mohammed Isahak Karajagi, Denis Ashok

chapter Chapter Twenty Six|12 pages

Progressive Cleaning and Mining of Uncertain Smart Water Meter Data

ByMilad Khaki

chapter Chapter Twenty Seven|7 pages

Spatial Domain Least Significant Bit Method Latest Improvement's

ByJyoti Khandelwal, Jyoti Anand

chapter Chapter Twenty Eight|8 pages

Comparative Study of Bagging Ensemble and ARIMA Model for Prediction of Covid-19 in India

BySuyash Kumar, Prabhjot Kaur, Anjana Gosain

chapter Chapter Twenty Nine|7 pages

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

ByAniruddha Ghosh, Subhalaxmi Chakraborty, Amitabha Sinha

chapter Chapter Thirty|11 pages

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

BySudarshan S. Chawathe

chapter Chapter Thirty Two|8 pages

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

ByMalvika Gupta, Payal Malik

chapter Chapter Thirty Three|6 pages

A Modified Backoff Algorithm for Performance Improvement of MANETs

ByDhirendra Kumar Sharma, Devashish Choudhary

chapter Chapter Thirty Four|9 pages

Contactless Attendance and Temperature Monitoring System

ByRishabh Srivastava, Afaq Ahmad, Hriday Banerjee, Itisha Varshney

chapter Chapter Thirty Five|13 pages

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

BySudip Kumar Palit, Mohuya Chakraborty, Subhalaxmi Chakraborty

chapter Chapter Thirty Six|13 pages

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

BySantanu Ghorai, Pradip Saha, Udita Dev Roy, Diptarup Mukherjee, Akash Mondal, Aniket Bhaumik

chapter Chapter Thirty Seven|14 pages

Data Management Framework for Resource Constrained IoT Applications

ByOmar Farooq, Parminder Singh

chapter Chapter Thirty Eight|8 pages

Using Machine Learning for Obesity Level Estimation

BySoumadip Ghosh, Anjan Pal, Prithwineel Paul

chapter Chapter Thirty Nine|12 pages

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

ByJaswant Singh Jothe, Punit Kumar Johari

chapter Chapter Forty|7 pages

Sentiment Analysis using Machine Translation

BySainik Kumar Mahata, Anupam Mondal, Monalisa Dey, Darothi Sarkar

chapter Chapter Forty One|8 pages

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

ByAnupam Mondal, Monalisa Dey, Sainik Kumar Mahata, Darothi Sarkar

chapter Chapter Forty Two|5 pages

A Message Encryption Technology using Matrix

ByAditya Mallik, Dipta Mukherjee

chapter Chapter Forty Three|14 pages

A Comparative Analysis of Copy-Move Forgery Detection Algorithms

ByMohassin Ahmad, Farida Khursheed

chapter Chapter Forty Four|9 pages

Fruit Quality Assessment using VGG16 and ImageNet Based Transfer Learning Technique

ByAmit Chatterjee, Sujay Biswas

chapter Chapter Forty Five|8 pages

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

ByAmit Chatterjee, Sujay Biswas

chapter Chapter Forty Six|11 pages

Real-Time Facial Expression Recognition using CNN

ByPraneeth Purini, Rahul Kumar Chaurasiya

chapter Chapter Forty Seven|10 pages

Human Identification by Gait using Body-Worn Sensors

BySudarshan S. Chawathe

chapter Chapter Forty Eight|15 pages

Android Malware Detector Based on Hybrid Features

ByVinisha Malik, Sandip Kumar Goyal, Naveen Malik

chapter Chapter Forty Nine|16 pages

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

ByKuntala Das, Jyoti Sekhar Banerjee

chapter Chapter Fifty|10 pages

AI Algorithm-based Triangulation Modelling in Aerospace Vehicular Applications

ByBibhorr Bibhorr, Chirag R. Anand

chapter Chapter Fifty One|10 pages

Conversational Question Answering System using RASA Framework

ByVijay Kumari, Ayush Jain, Yashvardhan Sharma, Lavika Goel

chapter Chapter Fifty Two|11 pages

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

ByAmartya Chakraborty, Asif Iqbal, Subhankar Guha, Surendra Nath Bhagat, Stobak Dutta, Parnava Roy, Ankur Biswas

chapter Chapter Fifty Three|10 pages

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

BySakshi Kalra, Ameya Pathak, Abhishek Agarwal, Yashvardhan Sharma, Gajendra Singh Chauhan

chapter Chapter Fifty Four|9 pages

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

BySuparna Sadhu, Atreyee Mukherjee, Bipasha Mukhopadhyay

chapter Chapter Fifty Five|10 pages

Iris Recognition Using Transfer Learning of Inception V3

ByKirti Sonkar, Rajneesh Rani, Renu Dhir

chapter Chapter Fifty Six|15 pages

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

ByKuntala Das, Jyoti Sekhar Banerjee

chapter Chapter Fifty Seven|8 pages

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

ByShweta Garg, Vinod Kumar

chapter Chapter Fifty Eight|12 pages

Intelligent Vehicle Accident Detection and Smart Rescue System

ByArpita Chakraborty, Biswajeet Singh, Arnab Sau, Debolina Sanyal, Baisakhi Sarkar, Sreejita Basu, Jyoti Sekhar Banerjee

chapter Chapter Fifty Nine|14 pages

A Review on Topological Data Analysis in Human Activity Recognition

BySunil Chaudhari, Sanjay Kumar Singh, Milan Joshi

chapter Chapter Sixty|8 pages

Hydrone: IoT enabled Autonomous Underwater Vehicle for Aquatic Ecosystem Monitoring

ByShatabdi Basu, Afaq Ahmed, Amitav Debnath

chapter Chapter Sixty One|14 pages

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

ByRishav Majumder, Mitadru Dasgupta, Abhishek Biswas, Jyoti Sekhar Banerjee

chapter Chapter Sixty Two|8 pages

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

ByAshish Ramayee Asokan, Chandratop Chakraborty, S S Shylaja