Recent Advances in Computing Sciences

Manmohan Sharma, Mintu Nath, Sophiya Sheikh, Amar Singh

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040270363
• Edition: 0
• Topic: Computer Science
• Subtopic: Computer Engineering
• Index: Computer Science

The 2nd International Conference on Recent Advances in Computing Sciences (RACS) was held from 29th to 30th November 2022 at Lovely Professional University, Jalandhar, India. The conference focused on discussing issues, exchanging ideas, and the most recent innovations towards advancing 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 and modeling, Business Analytics, and Machine Learning.

Table of contents

• Cover Page
• Half Title page
• Copyright Page
• Title Page
• Contents
• List of Figures
• List of Tables
• Preface
• About the conference
• Editors Biography
• Introduction
• Details of the programme committee
• 1. Integration of Contemporary Soft Computing Techniques in Networking: A Comprehensive Study
• 2. Innovative CAPTCHA Technique as an Enhanced Security Measure for Authentication
• 3. Artificial Intelligence-Inspired Framework for Video Surveillance Incorporating Object Detection with Unmanned Aerial Vehicles
• 4. A Review of Semantic Analysis and its NLP Tasks
• 5. Moving Beyond Serverless Edge Computing: Serverless Fog Computing for the Future IoT
• 6. Network Security and the Internet of Things, a Survey on Securing the Future
• 7. Performance Evaluation of a Novel Deep-Learning Based Method for Identification and Detection of Diabetic Foot Ulcers
• 8. Exploring Sentiment Analysis Techniques for Effective Customer Sentiment Understanding
• 9. Comparative Study of Network Slicing In 5G And 6G
• 10. An Investigation of Load Balancing Algorithm for Cloud Computing
• 11. Enhancing Organisational Performance: The Role of Employee Motivation in Indian Corporate Sectors
• 12. Evolving Energy Mix: Analyzing US Energy Production Trends
• 13. Future-Proofing Organisations: Predicting Employee Attrition with SVM
• 14. Data-Driven Sales Forecasting: A Machine Learning Approach
• 15. Bibliometric Analysis of Focused Web Crawlers for Information Retrieval using Web of Science from 1999 to 2023
• 16. Inclusive Technologies: A Paradigm Shift for Disabilities Using IoT
• 17. Finding and Interpreting Suicidal Ideation on Public Media Using Deep-learning and Machine Learning: A Review
• 18. A Novel Approach for Reducing the Single Point Failure in Software Defined Networks
• 19. Blockchain in Land Records Management for the State of Punjab, India: A Systematic Review and Bibliometric Analysis
• 20. A Preliminary Investigation Exploring the Challenges and Implications of Cloud Computing and Privacy Regulations
• 21. Ethical Implications of Widespread IoT Adoption: Data Privacy, Consent, and Surveillance
• 22. Sign Language Recognition Based on Real Time Application: A Review
• 23. An Analysis of Various Deep Learning Methods for Facial Recognition
• 24. Employee Attendance System based on Internet Protocol Address using Internet Addressing
• 25. Approach for Tamil Speech Recognition Using HMM
• 26. Improving Legal Text Classification through Data Augmentation Using Deep Learning Models
• 27. A Comparative Analysis Using Ensemble Machine Learning Model for Identification of Mastitis Illness in Cows
• 28. Enhancing Educational Efficiency and Sustainability with Green IoT
• 29. Groundbreaking Opportunities for Virtual Innovations and Digital Agriculture — A ModuleBased Framework for Farming Digital Twin
• 30. Educational Quantum Leap Adapting to a Changing World Through Quantum Computing
• 31. Redefining Healthcare with Quantum Computing: A Framework for Improved Efficiency
• 32. A Multilingual Exploration of Word Sense Disambiguation Using Transformer Models: “Dravidian and Devanagari Languages”
• 33. Impact of Data Science on Agriculture: Deep Insights of Big Data, Challenges, and Future Prospects
• 34. Facial Cartography: Navigating Expressions, Forehead Lines, and Ocular Features with CNN and SVM
• 35. Tumour Detection in MRI Brain Images Using Deep Learning Based Segmentation Strategies: A Review
• 36. A Comparative Analysis of Deepfake Detection Mechanism Using AI Architecture Models: ResNext-LSTMArchitecture and MesoNet Architecture
• 37. Awareness and Preference Regarding Old and New Tax Regime: An Empirical Study of Salaried Tax Payers
• 38. Enhancing Heart Disease Prediction Using Spectrograms and Transfer Learning
• 39. Machine Learning-Based Categorization of White Blood Cells: Image Filtering and Deep Learning Analysis
• 40. Challenges and Complexities in Mobile Forensics: A Comprehensive Investigation
• 41. A Brief Review of E-Authentication, Cyber Security, and their Challenges
• 42. Leveraging Machine Learning Approaches to Gauge the Prevalence of Anxiety and Depression
• 43. An Efficient Prediction of Hepatocellular Carcinoma by Using Machine Learning Algorithms
• 44. Analysis on Approaches for Code Mixed Roman Urdu & English Sentiment Analysis
• 45. Brain Tumor Detection Using Deep Learning
• 46. Implementation of Convolutional Neural Network (CNN) using Vitis AI
• 47. Employment Prospects Prediction for Postgraduate Computer Science Students in Higher Educational Institutions
• 48. Analysis of Various Supervised Machine Learning Algorithms on a Curated Dataset for Hate Speech Detection
• 49. A Comprehensive Analysis of Soft Computing Techniques for Cardiovascular Disease Detection
• 50. Web Technologies: A Review
• 51. Face Recognition Technologies in Computer Vision – An Empirical Review
• 52. Review of Methods for Automatically Identifying and Diagnosing Mental Health Issues
• 53. A Categorical Review on Big Data Analytics
• 54. Fraud Detection Using Machine Learning Techniques: A Review
• 55. Adaptive Underwater Image Enhancement Model Based on Improved TAO Algorithm
• 56. A Smart Project Allocation System for Enhanced Student-Faculty Collaboration
• 57. Automated Cough Classification for COVID-19 Detection Using Machine Learning
• 58. Dew Computing Technologies and Their Impact on Cloud Resource Management
• 59. Innovative Framework for Domestic Waste Segregation to Alleviate Pressure on Waste Treatment Plants
• 60. Unveiling Hate Speech: Harnessing ML to Address Online Discrimination
• 61. IoT-Enabled Image Processing Approaches for Automated Plant Disease Detection: A Comparative Analysis