Advances in Computational Intelligence and Its Applications

Sheikh Fahad Ahmad, Shadab Siddiqui, Rajib Debnath, Kakali Das, Figlu Mohanty, Sumit Hazra

• Publisher: CRC Press
• Year: 2024
• Print ISBN: 9781032786124
• eBook ISBN: 9781040049259
• Edition: 1
• Topic: Computer Science
• Subtopic: Computer Science General
• Index: Computer Science

It is with great pleasure and enthusiasm that we welcome you to the International Conference on Advances in Computational Intelligence and its Applications (ICACIA-2023). In the ever-evolving landscape of technology, computational intelligence stands as a cornerstone, shaping the future of diverse fields and industries. This conference serves as a nexus for researchers, academicians, and industry experts to converge, exchange ideas, and explore the latest advancements in the realm of computational intelligence.

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• About the Editors
• Preface
• Acknowledgements
• 1. A Non Conventional Pre-Processing Method for Financial Risk Analysis Data
• 2. An Analytical Study of Sentimental Analysis During COVID-19 Pandemic
• 3. SQL Injection Attacks: Exploiting Vulnerabilities in Database Systems
• 4. Energy Efficient Clock Synchronization Method in IoT Applications 4
• 5. Farm to Home: An e-commerce Application for Farmers and Consumers
• 6. Smart Farming: The Future of Agriculture
• 7. Literature Review Energy Efficient i Street Lighting System
• 8. Robotics in Medical and Health Care: A Critical Review
• 9. Automatic Speed Control of Vehicles at Accident Zone
• 10. Crime Detection Using Vehicle Number Plate
• 11. Automated Speech Analysis for Early Identification and Prediction of Depression: A Comprehensive Study
• 12. An Ensemble Approach for Pneumonia Detection from Chest X-rays
• 13. A Novel Concurrent Data Collection Protocol for IoT Networks
• 14. Implementation of Converting Indian Sign Language into Indian Language Using IoT-based Machine Learning Algorithms
• 15. A Comprehensive Survey on Deep Fake Object Creation and Detection: Challenges, and Future Directions
• 16. Development of Renal Tumor Accuracy Prediction Model Using Machine Learning Algorithms
• 17. Attendence System based on Viola-Jones Algorithm and PCA
• 18. Encipher Image Transmission Through MIMO System with Rayleigh Fading Environment Using AES Encryption Algorithm
• 19. A Comparative Study of Stock return's Analysis and Prediction with the Impact of Macroeconomic Variables Using SVM and LSTM
• 20. Machine Learning Model for Improving the Overall Equipment Effectiveness in Industrial Manufacturing Sites
• 21. Hashgraph and Fog Computing Based Novel Framework for Online Teaching-Learning and Content Delivery
• 22. A Review of Churn Prediction in Telecommunication Industry
• 23. Speech Emotion Recognition (SER) on Live Calls While Creating Events
• 24. Advances in Computational Intelligence and its Applications Predicting Malignancy from Breast Histopathological Images Using Deep Neural Networks and Baseline Classifiers
• 25. Framework for Home Layout Design by Semantic Parsing of Text
• 26. URL Phishing Prediction with GUI Implementation Using Machine Learning
• 27. Smart Farming with Fire Security System
• 28. Generation of 3D Images from Single View 2D Images Using Autoencoder
• 29. Attention Based Bidirectional LSTM Model for Data-to-text Generation
• 30. A Conceptualized Study on Blockchain Technological Algorithms, Cyber-Attacks and Application Perceptions
• 31. Computation of Environmental Deterioration by Observation of Annual NDVI Changes
• 32. Comparative Analysis of Deep Learning Techniques for Fast Detection of COVID-19 Using CXR Images
• 33. Accident Evasion and Warning System
• 34. Crowd Counting for Risk Management Using Deep Learning
• 35. Tamil Character-Size Reduction Method for Storage of Large Amount of Data
• 36. Stochastic Modelling and Real Time Solution for SCPP Problem for the Internet of Vehicles (IoV)
• 37. Security Level Detection of Cryptosystems Using Machine Learning
• 38. Colorization of Black and White Image and Video Using CNN
• 39. Detection Mechanism for the Analysis of Malicious Script to Safeguard the Networked Systems
• 40. An Electromyography Based System for Sitting and Walking Postures
• 41. Comparison of Latency Minimisation Techniques and Performance Evaluation for Application Mapping in RTNoC (Real Time Network on Chip)
• 42. Classification of Customers Using Machine Learning
• 43. Phishing Website Detection Using Machine Learning
• 44. VANET Routing Protocol Using Particle Swarm Optimization