Algorithms in Advanced Artificial Intelligence

R. N. V. Jagan Mohan, B. H. V. S. Rama Krishnam Raju, V. Chandra Sekhar, T. V. K. P. Prasad

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040400920
• Edition: 0
• Topic: Computer Science
• Subtopic: Artificial Intelligence (AI) & Semantics
• Index: Computer Science

Algorithms in Advanced Artificial Intelligence is a collection of papers on emerging issues, challenges, and new methods in Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing, Federated Learning, Internet of Things, and Blockchain technology. It addresses the growing attention to advanced technologies due to their ability to provide "paranormal solutions" to problems associated with classical Artificial Intelligence frameworks. AI is used in various subfields, including learning, perception, and financial decisions. It uses four strategies: Thinking Humanly, Thinking Rationally, Acting Humanly, and Acting Rationally. The authors address various issues in ICT, including Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Big Data Analytics, Vision, Internet of Things, Security and Privacy aspects in AI, and Blockchain and Digital Twin Integrated Applications in AI.

Table of contents

• Cover Page
• Half Title page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• About the Editors
• 1. Emotional People's Views of Oropouche Virus Disease-Cuba while Checking Doctor's Examination: A Hybrid Model Analysis
• 2. Leveraging Backpropagation to Forecast Dengue Fever Based on Weather Conditions
• 3. Artificial Intelligence Techniques for the Early Diagnosis of Cardiovascular Disease Among Diabetes Patient: A ReviewChapter
• 4. Bone Fracture Detection Using Residual Neural Network
• 5. Protection of Sensitive Information Utilizing AutoML and Merkel Tree based on AONT-EHR
• 6. Sustainable Shrimp Farming Aquaculture Using Approximate Nearest Neighbour
• 7. Unveiling the Power of Classic ML Techniques in Text Classification: A Comparative Approach
• 8. Resilient Frequency Control of Islanded Microgrid Using Mother Optimization Algorithm
• 9. Predictive Analysis of Cloned Voice to Commit Cybercrimes Using Generative AI Scammers
• 10. Quality Improvement Mechanism for Routing using Throw Boxes in DTN
• 11. Thyroid Disease Identification Using Machine Learning
• 12. Polycystic Kidney Disease Identification: Harnessing Deep Neural Networks for Accurate Diagnosis
• 13. Secure Private Cloud Storage and Sharing Services with Jetson Orin Nano
• 14. Web-Based Early Stroke Detection: A Machine Learning Approach with Explainable Insights
• 15. Optimizing Real Time Intrusion Detection for Enhanced Network Security
• 16. Enhancing Cybersecurity with AI: A Deepfake Detection Framework Using InceptionResNetV2 and LSTM
• 17. Enhancing Industrial Internet Security with Blockchain-Based Equipment ID
• 18. Performance Evaluation of Different Machine Learning Models in Predicting Stock Prices Assisted by Volume Data
• 19. An Enhanced Deep Learning Approach for Brain Tumor Detection
• 20. Implementation of Block-Chain Technology Using Forensic Evidence Managaement
• 21. Detection of Application Layer DDOS Attacks Produced by Freely Accessible Toolkits using Machine Learning
• 22. Voice-Assisted Artificial Intelligence Based Question Answering System for the Visually Impaired
• 23. Automatic Literature Review Generation on Research Papers Using Deep Learning
• 24. Contextual Audio Description: Real-Time Image Analysis for Visually Impaired
• 25. Novel Vehicle Damage Detection, Repair Cost Estimation Using Deep Learning Techniques
• 26. Integrating RF Signal Analysis and Deep Learning for Effective Drone Classification and Detection of Drones
• 27. Machine Learning Approach for Intelligent Traffic Management
• 28. Sky Guard: A Vision Based Drone Vs. Bird Detection and Alert System Using Deep Learning
• 29. Optimizing Video Gaussian Noise Removal with Integrated Intraframe Filtering Method
• 30. Drowning Person Detection in Water Bodies using YOLOv8 for Enhanced Human Safety
• 31. Integrating Hybrid Machine Learning for Botnet Attack Localization and Defense in IoT Networks
• 32. Intelligent Video Analytics for Autism Spectrum Disorder Diagnosis
• 33. Assessing Hepatitis Progression: An Analytical Approach with SVM
• 34. Healinfo Facts: AI-Based Packaged Food Contents Scanner for Health Insights
• 35. Semi-Supervised Learning Method for Detecting DDoS Attacks
• 36. Forecasting Ride-Sharing Demand: Machine Learning Strategies for Effective Planning
• 37. Advance Model for Attrition Forecasting
• 38. New Hybrid Encryption Approach Combining RSA, Paillier and Goldwasser Micali Cryptosystems: Revisited
• 39. Forecasting Energy Demand with Machine Learning by Analyzing Temporal and Weather Pattern
• 40. Grafting Evidence in Banking Data Archive Using Machine Learning
• 41. Interpretable Fake News Detection Using Xlnet, FastText and CNN WithLime Explanations
• 42. AI-Powered Virtual Blackboard: Real-Time Hand Gesture Drawing with Media Pipe
• 43. Traffic Violation Detection System Based Using Hybrid Methods
• 44. Yoga Pose Corrector Using Deep Learning Techniques
• 45. Skynet 6G: A Review of AI-Driven Aerial Access Networks for Next-Generation IoT Connectivity
• 46. Spiking Neural Networks: A Transformative Approach to Neuromorphic Computing
• 47. Air Quality Prediction Using IoT and Random Forest
• 48. Enhancing Privacy in Collaborative Breast Cancer Diagnosis: A Federated Learning Approach with Homomorphic Encryption
• 49. Optimizing Player Selection in Fantasy Sports: A Comparative Analysis of Profit Weight Ratios and Predicted Team Performance
• 50. Enhancing Medicare Fraud Detection Through ML: Addressing Class Imbalance with Smote-ENN
• 51. Complex Network Analysis: Problems, Applications and Techniques
• 52. Licence Plate Recognition with Owner Identity Using CNN
• 53. Robust Deepfake Detection Using ResNeXt and Multi-Classifier Ensembles—A Hybrid Approach to Image Forensics
• 54. Elevating Content Accessibility in Social Media Via User Contributions and Analytical Insights
• 55. Baseline CNN Model for EEG-Based Prediction of Dyslexia and ADHD: A Neurocognitive Study
• 56. Integrating Supervised Learning Techniques Cyber Propaganda in Fake News Detection
• 57. MobileNet Outperforms in Detecting Fake Indian Currency: A Performance Evaluation
• 58. Designing an Intelligent DDoS Defense Framework for Cloud Environments
• 59. A Secure and Decentralized Certificate Verification System using Flutter and Blockchain
• 60. Interactive Learning with AI Educator Using Natural Language Processing
• 61. Machine Learning Approaches for Identifying Potential Drug Abusers
• 62. Unveiling Human Behavior: Deep Learning Approaches for Activity Recognition
• 63. Electric Vehicle Lithium-Ion Battery State of Charge Estimation using a Bayesian Optimized Deep Learning Approach
• 64. Implementation of Intrusion Detection System for IoT Networks using Jetson Orin Nano
• 65. Supervised Fine-Tuning Large Language Model with Low-Rank Adaptation and Quantized Low-Rank Adaptation for Student Mental Health Support
• 66. Integrating Real Time ID Card and Face Match System for Enhanced Personal Authentication
• 67. Privacy-Preserving Eye Image Classification for Jaundice Detection Using Full Homomorphic Encryption and Visual Geometry Group
• 68. Explainable Artificial Intelligence (XAI) for Lung Cancer Detection: A Framework for Early and Accurate Diagnosis
• 69. ASLM-AQG: Attention-based Sequence Learning Model for Automatic Question Generation
• 70. Used Car Price Forecasting: A Machine Learning-Based Approach
• 71. Water Potability Prediction: A Comprehensive Comparison of Machine Learning Models
• 72. An Optimized Ensemble Machine Learning Framework for Pumpkin Seed Classification using Sequential Feature Engineering to Boost Agricultural Productivity with Sustainable Food Strategies
• 73. ECG Analysis Based VGG 16 Heart Attack Approach Using Federated Learning
• 74. Multiclass Classification of DDoS Attacks using HSOFS Algorithm in IoT Networks
• 75. Weather-Augmented Traffic Sign Classification with YOLOv3: A Custom Dataset Approach
• 76. Injection-Related Adverse Effects: A Wagner-Nelson Model Analysis
• 77. Fake Product Detection using Blockchain
• 78. IPFS Based File Storage Access Control and Authentication Model for Secure Data Transfer using Blockchain Technique
• 79. Integrated Deep Learning Approach for Parkinson's Disease Detection using MRI and Handwriting Analysis
• 80. IoT-Driven Drunk Driving Prevention System with Real-Time Monitoring and GPS Tracking
• 81. AI-Powered Electronic Health Record Analysis System
• 82. A Comprehensive Analysis of Botnet Detection Techniques in IoT Networks
• 83. Towards Real-Time Speech Emotion Recognition: A Deep Learning Approach
• 84. Custom Memory Allocator: Building a Simple Heap Manager in C
• 85. Ensemble Load Balancing with Parallel Processing Algorithm in Cloud Computing
• 86. Data-Driven IPL Player Intake: Leveraging Ensemble Learning for Accurate Predictions
• 87. Comprehensive and Comparative Study of Trading Strategies in Blockchain
• 88. A Hybrid Deep Learning Model for Real-Time Helmet Detection in Traffic Surveillance Systems
• 89. Efficient Detection of Brain Stroke using Deep Learning Techniques: A Novel Approach
• 90. Predicting 5G Network Coverage with CNN and Ensemble Learning Techniques
• 91. Novel Student Performance Evaluation Using Cognitive Skills and Data Analysis Techniques
• 92. Smart Guard: Unravelling Credit Card Fraud Patterns Using Decision Tree and XG-Boost Algorithms
• 93. A Comprehensive Review of the use of Array Antenna Application in 5G Technology
• 94An Advanced Resource-Aware Load Balancing in Cloud with Federated Learning
• 95. Real Time Emotion Detection with Jetson Orin Nano
• 96. Next-Gen Attendance System
• 97. U-Net Based Segmentation for Gastrointestinal Tract Imaging: Enhancing Precision in Medical Analysis
• 98. Predicting Viewer Satisfaction on Streaming Platforms Using LSTM-Based Sentiment Analysis
• 99. AI-Driven Wind Power Prediction Model for Optimized Transformer Control and Renewable Energy Utilization
• 100. Advanced Phishing Website Identification Using Extreme Learning Machine
• 101. Audit Towards Green Computing: An Information Science and Machine Learning Application to Proficient Vitality Utilization and Optimization in Cyber Security
• 102. A Comprehensive Review of Blockchain-Based E-Voting Systems: Security, Scalability, and Usability
• 103. Breast Cancer Early Detection and Diagnosis Through SHAP Analysis
• 104. Enhancing Accuracy in Cardiovascular Disease Prediction: A Novel Hybrid Machine Learning Framework
• 105. Android Malware Detection Using Dynamic Analysis
• 106. State of Health Forecasting for Lithium-Ion Batteries Using Data-Driven Methods in Sustainable Transportation
• 107. Effective Disaster Management in India Using Twitter Data Analytics
• 1.08 Accurate Vitamin Deficiency Detection for Personalized Health Care Using Deep Learning
• 109. Weather Image Classification Using Ensemble Deep Learning Model
• 110. Self-Attention-Based Classification of Satellite Images: Unlocking the Potential of Vision Transformers for Land Use Analysis
• 111. Study of Sparse Optimization for System Identification and Machine Learning
• 112. Hybrid System Framework for AI Pipeline and AI Agent
• 113. An Novel Technique for Forecasting of Weather Interactive Predictive Using Hybrid Machine Learning