Computational Intelligence and Mathematical Applications

Proceedings of the International Conference on Computational Intelligence and Mathematical Applications

Devendra Prasad, Suresh Chand Gupta, Anju Bhandari Gandhi, Stuti Mehla, Upasana Lakhina

• Publisher: CRC Press
• Year: 2024
• Edition: 0
• eBook ISBN:
  9781040155677
• Topic: Computer Science
• Subtopic: Computer Engineering
• Index: Computer Science

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

• Cover Page
• Half Title Page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• Preface
• Acknowledgments
• About the Editors
• 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 Age
• 31 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