River Publishers Series in

Intelligent Systems - Proceedings of ICIS-2022
https://icis22.uttaranchaluniversity.ac.in/index.php

Editors:
Prof. (Dr.) Rajesh Singh, Uttaranchal University, India
Prof. (Dr.) Anita Gehlot, Uttaranchal University, India
Prof. (Dr.) Dharam Buddhi, Uttaranchal University, India

e-ISBN: 9788770227667

Available: April 2022

doi: https://doi.org/10.13052/rp-9788770227667


International Conference on Intelligent Systems (ICIS) has been organized by Uttaranchal University, Dehradun during 11th -12th March 2022. The inaugural ceremony was held in hybrid mode (online & offline) and 400+ attended the session. Chief guest-Dr.Hemant Nandan Panwar (Head-Gulf organization for research & development, Qatar) discussed role of AI & IoT in energy prediction and maintenance, guest of honor-Dr. Ronald Comester (DGM, Ceylon electricity board, Sri Lanka) shared his views on Smart energy meters and customization & scalability. Keynote speakers - Prof.(Dr.) Dharmendra Singh (IIT Roorkee, India), Prof.(Dr.) Neelendra Badal (Director-, Rajkiya Engineering College Bijnor), Prof.(Dr.) Siba Udgata (Professor. Central University Hydrabad), Prof.(Dr.) Michael G. Albino President Ramon Magsaysay State University, Castillejos Campus, Philippines), Prof.(Dr.) Teacher Emmanuel Ododo (Department of Computer Education and Robotics, University of Uyo), Prof.(Dr.) Essien HOD of Computer and Robotics Education department Abubakar Tafawa Balewa University, Bauchi ).

Total 180 papers were received including authors from India, Nigeria, USA, Philippines, Turkey, Korea and Oman. 52 out of 180 papers were accepted and all papers were presented during conference. An acceptance ratio of 28% was maintained and good quality papers were accepted after rigorous review process. Similarity index was checked through plagiarism software “Turnitin”.
Intelligent System, Artificial Intelligence, Machine Learning, IoT

Preface
by Rajesh Singh, Anita Gehlot and Dharam Buddhi


71

Article 2: Deep Learning Methods for Anomaly Detection
by Rajeev Subedi, Anil Kumar Dahiya, Narendra Kumar


60

Article 3: Multiple Fractal Keys Encryption for Audio
by Deepak Negi, Mahadev, Basudeo Singh Roohani , Ravindra Sharma


71

Article 5: An Efficient Approach to Detect Depression Through Predictive Analysis
by Sakshi Rastogi, Gaurav Kumar Srivastava, Sunil Kumar Vishwakarma


77

Article 6: Artificial Intelligence in MOOCs: A Bibliometric Perspective
by Ishteyaaq Ahmad, Sonal Sharma, Gulsun Kurubacak Ajay Kumar, Rajiv Kumar and Sikha Ahmad


61

Article 7: RoTFace: A Framework for Robust and Time Efficient Face Recognition System
by Shilpa Garg, Dr. Sumit Mittal and Dr. Pardeep Kumar


75

Article 8: A Real Trust Behaviour Based ACO Routing Algorithm for MANET
by Rashmi Mishra, Sakshi koli, Pragya Kamal, Ramnarayan, PreetiRaturi, Teacher Emmanuel Ododo


68

Article 9: A Comparative Study of Association Rule Mining and Its Preliminaries
by Aditya Shukla, Pankaj Kumar Gond and Dr. Harvendra Kumar


61

Article 10: Role of Machine Learning in Cloud Securing data and Cloud Cryptography
by Ram Narayan, Akansha Singh, Sandeep Sharma, Sakshi Koli, Anuj Kumar and Kapil Joshi


68

Article 11: Systematic Review of Software Fault Prediction Models Using Soft Computing
by Gurmeet Kaur, Dr. Jyoti Pruthi, Dr. Parul Gandhi


65

Article 13: Challenges in Implementation of Information and Communication Technologies in Education
by Dr. Sunil Ghildiyal, Dr. Kapil Joshi, Dr. Minakshi Memoria and Dr. Ashish Gupta, Thanh-lan Thi Nguyen,Sagar Bhatt


60

Article 14: Retrofitting and Restrengthening of RC beam Using FRP Technology
by Kiran Kandula and Venkata Rao Nimmagadda


60

Article 15: Efficacy of GWO Algorithm by Varying One Algorithm-Specific Parameter
by P. D. Dewangan, N. Patnana, Lalbihari Barik, P. J. Krishna, V. P. Meena and V. P. Singh


61

Article 16: Data Mining Based Diseases Classification
by Archika Jain, Devendra Somwanshi, Barkha Narang


62

Article 17: Cognitive Radio Engine Design using PSO and Firefly Algorithm
by Himanshu Sharma, Anuj Goel, Ankur Singhal and Nemish Dikkala


61

Article 19: Simulation and Performance Analysis of PDSCH in 5G NR
by Santosh M Nejakar, Suprith P G, Mohammed Riyaz Ahmed , Santosh Herur


106

Article 20: A Review on the Integration of Blockchain and IoT
by Naman Jain, Namita Tiwari and Meenu Chawla


61

Article 21: Consensus and control of Micro Grid using Graph Theoretical Approach
by Gaurav Singh Negi1, Mukul Kumar Gupta2, Nitin Kumar Saxena3


61

64

Article 23: Performance Analysis of PMSM Using a DTC-based ANFIS Controller for Electric Vehicle
by Marulasiddappa H B and Pushparajesh Viswanathan


63

Article 24: Realtime Mask and Face Detection Using Tensor Flow, Keras, and OpenCV
by Vaibhav Yadav, Ayush Gupta, Sanjiv Tomar, Dr. Prabhishek Singh, Manoj Diwakar and Dr. Kapil Joshi


68

Article 25: A Review on Attack Detection On Software Define Network
by Jatin Nimade, Namita Tiwari and Meenu Chawla


60

Article 26: A Systematic Evaluation on Energy-Efficient Cloud Data Centers with Reduced SLAV
by Suraj Singh Panwar, M.M.S. Rauthan, Arti Rana and Varun Barthwal


65

Article 27: Artificial Intelligence Advances In Drug Discovery
by Devesh Maithani, Abhishek Chauhan, Himani Maheshwari, Amarjeeet Rawat


68

Article 28: Identification of the deployment defects in Micro-service hosted in advanced VCS and deployed on containerized cloud environment
by Amarjeet Singh, Vinay Singh, Alok Aggarwal, Shalini Aggarwal, Pratibha Pandey and Manisha Khanduja


67

Article 29: Artificial Intelligence based Improved Accuracy Model for Edge Computing, and IoT
by Sunil Kumar, Aditya Saxena, Prabhishek Singh, Manoj Diwakar and Kapil Joshi, Dr. Van Cuong Nguyen


83

Article 30: Automation in Horticulture: The Future of Orchards
by Siddharth Shankar Bhatt, Amit Bhatt, Jayanti Ballabh, Sunil Prakash, Dev Baluni and Smritilekha Majumder


79

Article 31: The Effect of Domestic Biomedical Waste on Soil PH And TDS
by Awadhesh Chandramauli*, Ritu Bisht*, Nishima Chadha*, Vinod Balmiki , Teacher Emmanuel Ododo


59

Article 32: Lightweight Dynamic traffic congestion based Authenticated Protection in Computing Services
by Ashish Tiwari, Sarvesh Kumar, Prabhishek Singh, Manoj Diwakar and **Kapil Joshi, Thanh-lan Thi Nguyen6


75

Article 33: A Bibliometric Analysis of Stress Level Prediction of Working Pregnant Women using VosViewer
by Sonal Sharma, Praveen Shah, Sameer Sharma and Abhishek Pathak, Mohammed Ismail Iqbal


65

Article 34: SMTP Playground: A secure privacy preserving web and mobile application for automation of sending and scheduling bulk emails to multiple receivers
by Tom Jose Oorasala, Ritesh Kumar Shukla, Sunkari Serena and Jayavignesh Thyagarajan


75

Article 37: Socio-Psycho Effect of Intelligent System on Society
by Dr. Radhey Shyam Jha, Dr. Nidhi Tyagi, Dr. Prabha Lama, Kumar Ashutosh & Amit Kumar


60

Article 38: IOT Based Weather Station Monitoring System For Solar Power Plant
by UdayamoorthyVenkateshkumar*, C.S.R.Kavin*, S.Krishnan, N.Jagadesh


85

Article 39: Analysing Tweets of Covid 19 Vaccination drive in India
by Annie Ann Abraham, Diya Susan Eapen, Jo Cheriyan and Lekshmi Nair


75

Article 40: Object Recognition and Detection of Submarine Objects Utilizing Neural Network Optimum Techniques
by Rupinder Kaur, Sarvesh Kumar, Prabhishek Singh, Manoj Diwakar, Rajesh Singh, Kapil Joshi, Sunil Kumar


70

Article 41: Effects of SPD Techniques on Microstructure Properties of Materials: For Industrial Applications
by Ruby Pant, Dr. Shushant Singh, Saurabh Aggarwal, Vivek John and Kalpit Joshi


65

Article 42: Human Computer Intelligent Interaction Based on sEMG Signals for Upper Limb Movements
by Dr. Kapil Joshi, Dr Ritesh Rastogi, Dr. Gunjan Chhabra, Sheeba Praveen, Rohit Kanauzia, Michael G. Albino


73

Article 43: A Comparative Analysis of Cardiovascular Disease using Different Machine Learning Techniques
by Mukesh Pandey, Satish Kumar Mahariya, Dr. Shiv Dayal Pandey, Dr. Kapil Joshi and Dev Baloni, Jefferson A. Costales


75

Article 44: Overview of Various Studies on Technical Aspects And Significance of A Stirling Engine Incorporated CSP System
by Kota Krishna Koundinya, Karthik Pavan Kumar Gunturu, Dr. Madhu Sharma


74

Article 45: A Novel Region-Based Image Segmentation Method Using GLCM Algorithm
by Mukesh Kumar, Pooja Joshi, Ravi Dhaundiyal, Arzoo Chamoli, Gaurav Singh Negi, Siddharth Shankar Bhatt, Michael G. Albino


63

Article 46: Data Breach in Healthcare Industry: An Infringement of Right to Privacy; A Modern Era Effect
by Ummul Waraah, Adwitiya Prakash Tiwari, Poonam Rawat and Radhey Shyam Jha


62

Article 47: Thermo-Hydraulic Performance Enhancement of A Ribbed Channel Duct Using Ann & Taguchi Approach
by Saurabh Aggarwal, Sanjeev Kumar Joshi and Vivek John, Dr. Van Cuong Nguyene


67

Article 48: Economic impacts of artificial intelligence in India
by Reeta Rautela, Ashutosh Sharma, Gaurav Thakur, Vinod Balmiki, Shravan Kumar, Shruti Goel


65

Article 49: Advancements in IoT Based Intelligent Systems for Bridge Health Monitoring
by Gaurav Thakur, Vinod Balmiki, Anita Gehlot, Sanjeev Kumar Shah, Shiv Dayal Pandey, Mohammed Ismail Iqbal


66

Article 50: A Descriptive Statistical analysis of the effectiveness of Lockdown in India
by Manoj Kumar Sharma, Vineet Kishore Srivastava, Shalu Chaudhary, Sanjeev Kumar Shah, Satya Jeet Singh ,Mukesh Kumar


68

Article 51: A Study of Various Stages in Human Computer Interaction
by Vineet Kishore Srivastava, Rakesh Chandra Bhadula, Ajay Sharma, Sanjeev Kumar Shah, V.N. Kala & Satya Jeet Singh


72