1st Edition

Recent Advances in Computing Sciences Proceedings of RACS 2022

Edited By Sophiya Sheikh, Manmohan Sharma, Amar Singh Copyright 2024

    The 1st International Conference on Recent Advances in Computing Sciences (RACS-2022) organized by the School of
    Computer Application, Lovely Professional University, Jalandhar, Punjab from 4th to 5th November, 2022.
    The conference focuses on discussing issues, exchanging ideas, and the most recent innovations towards the advancement
    of research in the field of Computing Sciences and Technology. All technical sessions were predominantly
    related to Data Science, Artificial Intelligence, Remote Sensing, Image Processing, Computer Vision, Data Forensics,
    Cyber Security, Computational Sciences, Simulation & Modelling, Business Analytics, and Machine Learning.
    The main objective of this conference is to provide a common platform for academia and industry to discuss various
    technological challenges and share cognitive thoughts. It provided a thought-provoking platform to discuss and
    disseminate novel solutions for real-world problems in a dynamic and changing technological environment. The main
    success of RACS-2022 is to give an opportunity for the participants to enhance their knowledge of recent computing

    1 Agile estimation: empirical study on critical factors
    Ravi Kiran Mallidi and Manmohan Sharma

    2 Deepfakes: benefits, threats, and combat strategies
    Tawseef Ahmed Teli, Munleef Quadir Bhat, and Hala Zain

    3 Blockchain and big data as emerging solutions for fog challenges: An impeccable study
    Rohit, Sakshi Dua, Preety Shoran, and Ajay Nain

    4 Analysis of CNNs built using transfer learning and data augmentation on landmark recognition datasets
    Kanishk Bansal and Amar Singh

    5 A novel framework for the smart healthcare system using load balancing aspired cloud computing and IoT
    Navneet Kumar Rajpoot, Prabhdeep Singh, and Bhaskar Pant

    6 Convolutional autoencoders-based model for De-novo breast anticancer drug development
    Muzaffar Ahmad Sofi, Dhanpratap Singh, and Tawseef Ahmed Teli

    7 Automation using artificial intelligence and machine learning: A study on banking and healthcare
    Ravi Kiran Mallidi, Manmohan Sharma, Sreenivas Rao Vangala, and Yogeswara Prasad Paladugu

    8 Comparative study of deep learning-based clustering techniques for brain tumor segmentation
    Shabir Ahmad Rather, Arshad Hussain Bhat, Jaibir Singh, and Muzaffar Rasool

    9 Leukemia detection: An overview of different artificial intelligence based approaches
    Navpreet Kaur and Amar Singh

    10 Industry 5.0 centric curriculum and pedagogy adoption capability of educational institutions—remodeling technical education in India
    Ajay Chandel, Jasneet Kaur, Neeraj Bhanot, Tejbir Kaur, and Anesu Felicity Chekera

    11 Soil inspecting smart machine
    Mohmmad Umer Farooq, Shivanshu Sharma, Rakshak, Harsh Vardhan Khati, and Nitin Kumar

    12 Study and comparison of various substrate integrated waveguide fed antenna technology for X-band applications
    Vishakha Tomar

    13 A comparative study on access control mechanism for blockchain enabled scalable systems in health care
    Prince Arora and Avinash Bhagat

    14 A comprehensive study on student’s academic performance prediction using artificial intelligence
    Kajal Mahawar and Punam Rattan

    15 Detection of COVID-19 in CT scan images using intelligent methods
    Ritika Mahajan, Amritpal Singh, and Aman Singh

    16 Comprehensive review on digital image forgery detection methods
    Nishigandha N Zanje, Gagandeep Kaur, and Anupkumar M Bongale

    17 Model for home automation system through FPGA
    Ravi Payal and Amit Prakash Singh

    18 K-means algorithm to cluster the internet autonomous systems into tiers
    Abdul Azeez R. Alobaid and Zinah N. Nuimi

    19 A comparative analysis of machine learning techniques for effective heart disease prediction
    Ab Qayoom Sofi and Ram Kumar

    20 Sample size estimation techniques for classification – A review
    Yogesh Mahawar and Tanima Thakur

    21 Detection of early-stage symptoms of diabetic retinopathy prediction performance in machine learning algorithms
    Aruna Kumari, Avinash Bhagat, and Santosh Kumar Henge

    22 Smart contract-based access control in file sharing
    Shallu Sharma, Balraj Singh, and Ranbir Singh Batth

    23 JSON Web Token Jumble Render Technique based authentication scheme for android applications
    Er. Sarvesh Chopra, Amritpal Singh, and Aman Singh

    24 A review on deep learning techniques for detecting COVID-19 from X-rays and CT scans
    Nisar Ahmad Kangoo and Apash Roy

    25 Gamification applications: A new perspective
    Balraj Kumar and Cephas Iko-Ojo Gabriel

    26 In-depth analysis of key task scheduling algorithms and inception of real-time EPSO-BAT model
    Parvaz Ahmad Malla, Sophiya Sheikh, and Tawseef Ahmad Teli

    27 Improved BEENISH protocol using fuzzy rules to reduce energy consumption in wireless sensor networks
    Devika and Inderpal

    28 An optimized model for apple leaf disease detection and performance comparison with state-of-art techniques using indigenous dataset
    Arshad Ahmad Yatoo and Amit Sharma

    29 Recent trends and challenges in malware analysis and detection-A comparative study
    Chandini S B and Rajendra A B

    30 Robust cloud-based Internet of Things authenticated key agreement scheme for wireless sensor networks
    Sartaj Singh, Amar Singh, Ashok Sharma, Geeta Sharma, and Sandeep Kaur

    31 Relevance of cloud computing in health industry- A critical study
    Reeti Jaswal

    32 Review of internet of things and its enabling technologies
    Syed Mohtashim Mian and Ms Sushma

    33 A robust DNN-based model for diabetes mellitus
    Ovass Shafi, Avinash Baghat, and Tawseef Ahmad Teli

    34 Role of load balancing algorithms in cloud environment
    Navneet Kumar Rajpoot, Prabhdeep Singh, and Bhaskar Pant

    35 Software-defined network: An emerging solution for IoT-CC-edge paradigm—An impeccable study
    Ajay Nain, Sophiya Sheikh, and Rohit

    36 Optimized prediction model using support vector machine for classification of infection in Tulsi leaf
    Manjot Kaur, Someet Singh, and Anita Gehlot

    37 Mapping landslide vulnerability in Kali Khola catchment: A frequency ratio approach with integrated machine learning ensembles
    Sumon Dey and Swarup Das

    38 A review for identification and detection of plant disease using machine learning
    Angelina Gill, Tarandeep Kaur, and Yendrembam K. Devi

    39 Artificial intelligence’s involvement in education and student’s academic performance
    Kandula Neha and Ram Kumar

    40 An experimental study of text preprocessing techniques on user reviews
    Sonia Rani and Tarandeep Singh Walia

    41 Implementation of gas and fire detection systems in home and industrial environment
    Yogendra Bharadwaj, Prabhdeep Singh, and Navneet Kumar Rajpoot

    42 Machine learning and artificial intelligence in the era of digital marketing
    Animesh Kumar Sharma and Rahul Sharma

    43 Comparative study of rice crop growth stages using sentinel-1 and MODIS satellite imagery
    VSRNR Rao T and Sakshi Dua

    44 Sentiment analysis of IMDB movie review with machine learning
    Sapandeep Singh Sandhu and Jarnail Singh

    45 A novel approach for classification of different Alzheimer’s stages using pre-trained deep learning models with transfer learning and their comparative analysis
    Gowhar Mohiuddin Dar, Avinash Bhagat, and Sophiya Sheikh

    46 A detailed survey on applications of machine learning techniques for forecasting
    Jitendra Singh, Preeti Pandey, and Geeta Sharma

    47 Sentiment analysis on mobile reviews by using machine learning models
    AmeyaParkar and Rajni Bhalla

    48 Investigating the impact of motivational techniques on the employee retention with special reference to telecom industry
    Avinash Bhagat and Sonu Dua

    49 Federated learning: A rescue in machine learning for data privacy preservation
    Pritpal Kaur, Sofia, and Sakshi Sharma

    50 Integration of deep neural network architecture for network intrusion detection system
    Vaishnavi Sivagaminathan, Manmohan Sharma, and Santosh Kumar Henge

    51 A load balanced approach for smart agriculture system based on IoT- cloud framework
    Prerna Rawat, Prabhdeep Singh, and Dr. Devesh Pratap Singh

    52 Computational intelligence methods for predicting breast cancer
    Vivek Kumar Pandey, Chandan Kumar, and Monica Sankat

    53 A fault-tolerant resource reservation model in cloud computing
    Sheikh Umar Mushtaq and Sophiya Sheikh

    54 Twitter sentiment analysis for depression detection using machine learning algorithms
    Rajvir Kaur, Sarneet Kaur, and Syed Mufassir Yassen

    55 Technology in food industry: Effect of website quality, perceived risk and subjective norms on consumer trust and purchase intention
    Narinder Kaur, Shamily Jaggi, and Harvinder Singh

    56 Artificial intelligence as a tool in the visual effects and film industry
    Hardeep Singh, Ajay Rastogi, and Kamaljeet Kaur

    57 A systematic review on performance enhancement methods in LTE-A downlink
    Mandeep Singh Ramdev and Rohit Bajaj

    58 Investigating the scope of semantic analysis in natural language processing considering accuracy and performance
    Deepender and Tarandeep Singh Walia


    Dr. Sophiya Sheikh is an Associate Professor at Lovely Professional University, Phagwara, Punjab. She has completed her Ph.D. from the Department of Computer Science, Central University of Rajasthan, India. She did her MCA in Computer Science and Applications from Rajasthan Technical University, Kota, and her B.Sc. in Information Technology from Maharshi Dayanand Saraswati University, Ajmer, India. She is a potential reviewer in various reputed journals like IEEE System Journal, Cluster Computing, Scientific Reports, Journal of Supercomputing, etc. Her research interests are Grid/Distributed Computing and Cloud Computing. She regularly writes articles and research papers in reputed National and International magazines and Journals. You can contact her at the School of Computer Applications, Lovely Professional University, Phagwara, Punjab (India) - 144411.

    Dr. Manmohan Sharma presently serving as Professor in School of Computer Applications, Lovely Professional University, Punjab, INDIA has a vast experience of more than 24 years in the field of academics, research and administration with different Universities and Institutions of repute such as Dr. B.R. Ambedkar University, Mangalayatan University etc. Dr. Sharma has been awarded with his Doctorate degree from Dr. B.R. Ambedkar University, Agra in 2014 in the field of Wireless Mobile Networks. His areas of interest include Wireless Mobile Networks, Adhoc Networks, Mobile Cloud Computing, Recommender Systems, Data Science and Machine Learning etc. More than 50 research papers authored and co-authored, published in International or National journals of repute and conference proceedings comes under his credits. He is currently supervising six doctoral theses. Three Ph.D. and three M.Phil. degrees has already awarded under his supervision. He has guided more than 600 PG and UG projects during his service period under the aegis of various Universities and Institutions. He worked as reviewer of many conference papers and member of the technical program committees for several technical conferences. He is also actively serving several journals related to the field of wireless, mobile communication and cloud computing as editorial board member. He is also member of various professional/technical Societies including Computer Society of India (CSI), Association of Computing Machines (ACM), Cloud Computing Community of IEEE, Network Professional Association (NPA), International Association of Computer Science and Information Technology (IACSIT), and Computer Science Teachers Association (CSTA).

    Dr. Amar Singh is working as a Professor in the School of Computer Applications, Lovely Professional University, Punjab, India. He did his Ph.D. (Computer Science & Engineering) from IKG Punjab Technical University, Jalandhar, Punjab, India. He has completed his M. Tech. (Information Technology) M.M. University, Mullana, Ambala, Haryana, India. He is a lifetime member of ISCA (Indian Science Congress Association). He has more than 13 years of experience in Teaching and Research. He has published around 80 research articles in various Journals and Conferences. His current research interests are Soft Computing, Machine Learning, and Image Processing. He has successfully guided 02 Ph.D. research scholars and, 08 Ph.D. research scholars are conducting research under his guidance.