Computational Intelligence and Mathematical Applications: Proceedings of the International Conference on Computational Intelligence and Mathematical Applications

It is with great pleasure to present the proceedings of the International Conference on Computational Intelligence and Mathematical Applications (ICCIMA 2023), held on 21-22 December 2023, at Panipat Institute of Engineering and Technology, Panipat. This conference brought scholars, researchers, professionals, and intellectuals together from diverse fields to exchange ideas, share insights, and foster collaborations in Optimization, Computational Intelligence and Mathematical Applications. The ICCIMA 2023 served as a platform for contributors to demonstrate their latest findings, discuss emerging trends, and explore innovations to the problems that different disciplines are currently experiencing. The conference’s scope and depth of themes reflect our community’s rich diversity of interests and levels of competence.

Table of Contents:
1. Gold Price Prediction in Stock Exchange using LSTM and Bi-LSTM Multivariate Deep Learning Approaches 2. Application of Deep Neural Networks in the Detection of Surface Defects of Magnetic Tiles through the Analysis of Digital Images 3. Design of Micro-Machined Frequency and Pattern Reconfigurable Antennas 4. Performance Evaluation of Junction-based Routing Protocols for Vehicular Ad hoc Networks (VANETs) 5. AI Invasion in Banking: Impact of Digital Banking Adoption on IN-Branch Banking from Banker’s Perspective 6. Random Forest Algorithm, Support Vector Machine for Regression Analysis 7. Cloud Based Virtual Reality Training Platform for Occupational Safety 8. Predicting Renewable Energy Demand using Machine Learning 9. Volume Controller using Hand Gestures 10. Blockchain and Data Security: Building Trust in a Digital World 11. Fermatean Fuzzy Distance Measures with Pattern Recognition application 12. Intelligent Threat Mitigation in Cyber-Physical Systems 13. Lane Detection Under Lousy Light Conditions 14. Data-Driven Precision Agriculture: Enhancing Crop Classification Accuracy and Agro-Environmental Analysis with Machine Learning 15. The Digital Dilemma—Exploring the Impact of Social Media on Mental Health 16. IoT-Blockchain Integration for Optimizing the Performance of E-Health Systems: A Framework Design 17. Issues Related to Accuracy and Performance during Classification Process in Sentiment Extraction from Image Description 18. Human Activity Recognition from Sensor Data using Machine Learning 19. Decoding Sentiments: A Comprehensive Review of Analytical Approaches and Associated Challenges 20. A Novel Outlook for Auto Coloring of Greyscale Images Using Python and OpenCV 21. Comparative Analysis of Machine Learning Algorithms used by Recommender Systems to Improve Marketing Strategies on E-commerce 22. Evolution of Recommender System: Conventional to Latest Techniques, Application Domains and Evaluation Metrices 23. Securing Cloud Data: A Comprehensive Analysis of Encryption Techniques and Recent Advancements 24. A IoT Based Student Registration Process in Education Sector 25. Unraveling the Nexus between Social Platforms and Psychological Well-Being 26. Rotten Apple Detection System Based on Deep Learning using Convolution Neural Network 27. Biometric System Integration in Public Health: Challenges and Solutions 28. Brain Tissue Segmentation Using Improvised 3D CNN Model on MRI Images 29. Utilizing Transfer Learning Technique with Efficient NetV2 for Brain Tumor Classification 30. Believer: The Spiritual App—A New Era of Belief in the Digital Age31. On Premises Vs Cloud Data Center: A Detailed Survey 32. Survey and Observation of Task Scheduling in Cloud 33. A Comprehensive Review of Soft Computing Approaches based on Different Applications 34. Ocular Disease Detection in Retina Fundus Images Using Deep Learning: Methods, Datasets, and Performance Metrics 35. Comparative Analysis of Classical and Quantum Machine Learning for Breast Cancer Classification 36. Comparative Analysis of Machine Learning and Deep Learning Algorithms for the Detection of Hate Speech 37. Quantum Inspired Anomaly Detection for Industrial Machine Sensor Data 38. Challenges and Opportunities in IoT-based Smart Farming: A Survey Report 39. An Advanced Internet of Things-Based Health Monitoring System Assisted by Machine Learning 40. Artificial Intelligence and Machine Learning in Women’s Health: Unveiling PCOS with Image Analysis 41. Hybrid FUCOM-TOPSIS based Matching of Users’ Requirements with Life Insurance Policy Features 42. Technological Marvels: Pioneering PCOS Detection through the Lens of Machine Learning and Deep Learning 43. Transforming Visits: Empowering Guests with QR-Based E-Ticketing 44. Prioritizing the Barriers of EVs adaptation in India using Fuzzy TOPSIS Methodology 45. Arduino Based Vehicle Accident Alert System Using GPS 46. Comparative Analysis of Heart Failure Detection Using Quantum Enhanced Machine Learning 47. Empirical Analysis of Depression Detection Using Bat and Firefly Algorithm 48. Comparative Analysis of Optimisation Techniques for Depression Detection 49. The Impact of Augmented Reality: Applications in Education 50. Revolutionizing Attendance Management: Deep Learning and HOG-Based Smart System for Educational Institutions