1. Gold Price Prediction in Stock Exchange using LSTM and Bi-LSTM Multivariate Deep Learning Approaches Renu Popli, Isha Kansal, Rajeev Kumar, Vikas Khullar, Preeti Sharma and Devendra Parsad2. Application of Deep Neural Networks in the Detection of Surface Defects of Magnetic Tiles through the Analysis of Digital Images Jyoti Verma, Devendra Parsad, Isha Kansal, Renu Popli, Vikas Khullar and Rajeev Kumar3. Design of Micro-Machined Frequency and Pattern Reconfigurable Antennas Ashish Kumar, Devendra Parsad, Amar Partap Singh Pharwaha, Mandeep Jit Singh, Gurmeet Singh and Manpreet Singh4. Performance Evaluation of Junction-based Routing Protocols for Vehicular Ad hoc Networks (VANETs) Ishita Seth, Kalpna Guleria and Surya Narayan Panda5. AI Invasion in Banking: Impact of Digital Banking Adoption on IN-Branch Banking from Banker's Perspective Manju Bala and Sangeeta6. Random Forest Algorithm, Support Vector Machine for Regression Analysis Tushar Yadav, Nabha Varshey and Shanu khare7. Cloud Based Virtual Reality Training Platform for Occupational Safety Parishi Gupta, Kritika Gupta and Anup Lal Yadav8. Predicting Renewable Energy Demand using Machine Learning Anup Lal Yadav and Prabhneet Singh9. Volume Controller using Hand Gestures Anup Lal Yadav and Prabhneet Singh10. Blockchain and Data Security: Building Trust in a Digital World Dhananjay Batra, Shilpi Harnal, Paras Sachdeva, Rajeev Tiwari, Raghav Bali and Shuchi Upadhyay11. Fermatean Fuzzy Distance Measures with Pattern Recognition application Tamanna Sethi, Satish Kumarb, Megha Tanejaa and Rachna Khuranaa12. Intelligent Threat Mitigation in Cyber-Physical Systems Sandeep Singh Bindra and Alankrita Aggarwal13. Lane Detection Under Lousy Light Conditions Ritik Dwivedia and Kamal Kumar14. Data-Driven Precision Agriculture: Enhancing Crop Classification Accuracy and Agro-Environmental Analysis with Machine Learning Aaskaran Bishnoi, Gurwinder Singh and Ranjit Singh15. The Digital Dilemma--Exploring the Impact of Social Media on Mental Health Kumar Yashu, Akash Kumar, Vani Pandit, Kishan Raj, Anjali Gupta Somya and Sourabh Budhiraja16. IoT-Blockchain Integration for Optimizing the Performance of E-Health Systems: A Framework Design Deepak Singla, Sanjeev Kumar and Shipra Goel17. Issues Related to Accuracy and Performance during Classification Process in Sentiment Extraction from Image Description Puneet Sharma and Sanjay Kumar Malik18. Human Activity Recognition from Sensor Data using Machine Learning Prabneet Singh, Kshitij Kumar Pandey and Shubham Sharma19. Decoding Sentiments: A Comprehensive Review of Analytical Approaches and Associated Challenges Richa Grover and Yakshi20. A Novel Outlook for Auto Coloring of Greyscale Images Using Python and OpenCV Kulvinder Singh and Navjot Singh Talwandi21. Comparative Analysis of Machine Learning Algorithms used by Recommender Systems to Improve Marketing Strategies on E-commerce Vikas Sethi and Rajneesh Kumar22. Evolution of Recommender System: Conventional to Latest Techniques, Application Domains and Evaluation Metrices Vikas Sethi, Rajneesh Kumar, Suresh Chand Gupta, Sunny Kuhar and Sumit Kumar Rana23. Securing Cloud Data: A Comprehensive Analysis of Encryption Techniques and Recent Advancements 143Juvi Bharti and Sarpreet Singh24. A IoT Based Student Registration Process in Education Sector Gurpreet Singh, Mrinal Paliwal, Punit Soni and Rajwinder Kaur25. Unraveling the Nexus between Social Platforms and Psychological Well-Being Kumar Yashu, Akash Kumar, Vani Pandit, Kishan Raj, Anjali Gupta Somya and Sourabh Budhiraja26. Rotten Apple Detection System Based on Deep Learning using Convolution Neural Network Mrinal Paliwal, Gurpreet Singh, Punit Soni and Rajwinder Kaur27. Biometric System Integration in Public Health: Challenges and Solutions Tajinder Kumar, Manoj Arora, Vikram Verma, Sachin Lalar and Shashi Bhushan28. Brain Tissue Segmentation Using Improvised 3D CNN Model on MRI Images Saloni, Dhyanendra Jain, Anjani Gupta, Utkala Ravindran and Shruti Aggarwal29. Utilizing Transfer Learning Technique with Efficient NetV2 for Brain Tumor Classification Deependra Rastogi, Heena Khera, Rajeev Tiwari and Shantanu Bindewari30. Believer: The Spiritual App--A New Era of Belief in the Digital AgeMegha, T. Mansi, K. Rajender, R. Kavita and S. Punit31. On Premises Vs Cloud Data Center: A Detailed Survey Rabina Bagga, Kamali Gupta and Rahul Singla32. Survey and Observation of Task Scheduling in Cloud Rabina Bagga and Kamali Gupta33. A Comprehensive Review of Soft Computing Approaches based on Different Applications Harminder Kaur and Neeraj Raheja34. Ocular Disease Detection in Retina Fundus Images Using Deep Learning: Methods, Datasets, and Performance Metrics Gurpreet Kaur and Amit Kumar Bindal35. Comparative Analysis of Classical and Quantum Machine Learning for Breast Cancer Classification Manaswini De, Arunima Jaiswal and Tanya Dixit36. Comparative Analysis of Machine Learning and Deep Learning Algorithms for the Detection of Hate Speech Arpana Jha, Arunima Jaiswal, Anshika Singh, Sampurnna Swain and Eshika Aggarwal37. Quantum Inspired Anomaly Detection for Industrial Machine Sensor Data Tanisha Kindo, Arunima Jaiswal, Kirti Singh and Vanshika38. Challenges and Opportunities in IoT-based Smart Farming: A Survey Report Isha Chopra, Amit Kumar Bindal and Zatin Gupta39. An Advanced Internet of Things-Based Health Monitoring System Assisted by Machine Learning Venkateswaran Radhakrishnan, Husna Tabassum and Zatin Gupta40. Artificial Intelligence and Machine Learning in Women's Health: Unveiling PCOS with Image Analysis Rishit Aggarwal, Shweta Jain, Anju Bhandari Gandhi, Drishti Dhingra and S.C. Gupta41. Hybrid FUCOM-TOPSIS based Matching of Users' Requirements with Life Insurance Policy Features Asha Rani, Kavita Taneja and Harmunish Taneja42. Technological Marvels: Pioneering PCOS Detection through the Lens of Machine Learning and Deep Learning Himanshi Jain, Shweta Jain, Anju Bhandari Gandhi, Rishit Aggarwal and S.C. Gupta43. Transforming Visits: Empowering Guests with QR-Based E-Ticketing Deepti Dhingra, Mayank Jindal, Rahul Tomer and Jatin Rathee44. Prioritizing the Barriers of EVs adaptation in India using Fuzzy TOPSIS Methodology Pardeep Kumar, Sunil Dhull, Anju Gandhi and Stuti Mehla45. Arduino Based Vehicle Accident Alert System Using GPS Shanu Khare and Navpreet Kaur Walia46. Comparative Analysis of Heart Failure Detection Using Quantum Enhanced Machine Learning Avni, Arunima Jaiswal, Amritaya Ray and Swati Gola47. Empirical Analysis of Depression Detection Using Bat and Firefly Algorithm Kritika Shrivastava, Arunima Jaiswal, Suresh Kumar and Nitin Sachdeva48. Comparative Analysis of Optimisation Techniques for Depression Detection Kritika Shrivastava, Arunima Jaiswal, Javed Miya and Nitin Sachdeva49. The Impact of Augmented Reality: Applications in Education Khushi Rao, Daniel Kr Brahma, Jagriti Das, Alongbar Wary and Gaurav Indra50. Revolutionizing Attendance Management: Deep Learning and HOG-Based Smart System for Educational Institutions Sunesh, Mamta, Priyanka and Aakanksha

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.

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