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.
Table of Contents:
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
About the Author :
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
