Recent Advances in Computing Sciences

Proceedings of RACS 2022

Sophiya Sheikh, Manmohan Sharma, Amar Singh, Sophiya Sheikh, Manmohan Sharma, Amar Singh

• Publisher: CRC Press
• Year: 2023
• Print ISBN: 9781032521954
• eBook ISBN: 9781003849711
• Edition: 1
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

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
technologies.

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Contents
• Foreword
• Preface
• Details of programme committee
• 1 Agile estimation: empirical study on critical factors
• 2 Deepfakes: benefits, threats, and combat strategies
• 3 Blockchain and big data as emerging solutions for fog challenges: An impeccable study
• 4 Analysis of CNNs built using transfer learning and data augmentation on landmark recognition datasets
• 5 A novel framework for the smart healthcare system using load balancing aspired cloud computing and IoT
• 6 Convolutional autoencoders-based model for De-novo breast anticancer drug development
• 7 Automation using artificial intelligence and machine learning: A study on banking and healthcare
• 8 Comparative study of deep learning-based clustering techniques for brain tumor segmentation
• 9 Leukemia detection: An overview of different artificial intelligence based approaches
• 10 Industry 5.0 centric curriculum and pedagogy adoption capability of educational institutions—remodeling technical education in India
• 11 Soil inspecting smart machine
• 12 Study and comparison of various substrate integrated waveguide fed antenna technology for X-band applications
• 13 A comparative study on access control mechanism for blockchain enabled scalable systems in health care
• 14 A comprehensive study on student's academic performance prediction using artificial intelligence
• 15 Detection of COVID-19 in CT scan images using intelligent methods
• 16 Comprehensive review on digital image forgery detection methods
• 17 Model for home automation system through FPGA
• 18 K-means algorithm to cluster the Internet autonomous systems into tiers
• 19 A comparative analysis of machine learning techniques for effective heart disease prediction
• 20 Sample size estimation techniques for classification – A review
• 21 Detection of early-stage symptoms of diabetic retinopathy prediction performance in machine learning algorithms
• 22 Smart contract-based access control in file sharing
• 23 JSON Web Token Jumble Render Technique based authentication scheme for android applications
• 24 A review on deep learning techniques for detecting COVID-19 from X-rays and CT scans
• 25 Gamification applications: A new perspective
• 26 In-depth analysis of key task scheduling algorithms and inception of real-time EPSO-BAT model
• 27 Improved BEENISH protocol using fuzzy rules to reduce energy consumption in wireless sensor networks
• 28 An optimized model for apple leaf disease detection and performance comparison with state-of-art techniques using indigenous dataset
• 29 Recent trends and challenges in malware analysis and detection-A comparative study
• 30 Robust cloud-based Internet of Things authenticated key agreement scheme for wireless sensor networks
• 31 Relevance of cloud computing in health industry-A critical study
• 32 Review of Internet of Things and its enabling technologies
• 33 A robust DNN-based model for diabetes mellitus
• 34 Role of load balancing algorithms in cloud environment
• 35 Software-defined network: An emerging solution for IoT-CC-edge paradigm—An impeccable study
• 36 Optimized prediction model using support vector machine for classification of infection in Tulsi leaf
• 37 Mapping landslide vulnerability in Kali Khola catchment: A frequency ratio approach with integrated machine learning ensembles
• 38 A review for identification and detection of plant disease using machine learning
• 39 Artificial intelligence’s involvement in education and student's academic performance
• 40 An experimental study of text preprocessing techniques on user reviews
• 41 Implementation of gas and fire detection systems in home and industrial environment
• 42 Machine learning and artificial intelligence in the era of digital marketing
• 43 Comparative study of rice crop growth stages using sentinel-1 and MODIS satellite imagery
• 44 Sentiment analysis of IMDB movie review with machine learning
• 45 A novel approach for classification of different Alzheimer's stages using pre-trained deep learning models with transfer learning and their comparative analysis
• 46 A detailed survey on applications of machine learning techniques for forecasting
• 47 Sentiment analysis on mobile reviews by using machine learning models
• 48 Investigating the impact of motivational techniques on the employee retention with special reference to telecom industry
• 49 Federated learning: A rescue in machine learning for data privacy preservation
• 50 Integration of deep neural network architecture for network intrusion detection system
• 51 A load balanced approach for smart agriculture system based on IoT- cloud framework
• 52 Computational intelligence methods for predicting breast cancer
• 53 A fault-tolerant resource reservation model in cloud computing
• 54 Twitter sentiment analysis for depression detection using machine learning algorithms
• 55 Technology in food industry: Effect of website quality, perceived risk and subjective norms on consumer trust and purchase intention
• 56 Artificial intelligence as a tool in the visual effects and film industry
• 57 A systematic review on performance enhancement methods in LTE-A downlink
• 58 Investigating the scope of semantic analysis in natural language processing considering accuracy and performance