Algorithms in Advanced Artificial Intelligence

ICAAAI-2023

R. N. V. Jagan Mohan, Vasamsetty Chandra Sekhar, V. M. N. S. S. V. K. R. Gupta

• Publisher: CRC Press
• Year: 2024
• eBook ISBN: 9781040145418
• Edition: 1
• Topic: Computer Science
• Subtopic: Desktop Applications
• Index: Computer Science

The most common form of severe dementia, Alzheimer's disease (AD), is a cumulative neurological disorder because of the degradation and death of nerve cells in the brain tissue, intelligence steadily declines and most of its activities are compromised in AD. Before diving into the level of AD diagnosis, it is essential to highlight the fundamental differences between conventional machine learning (ML) and deep learning (DL). This work covers a number of photo-preprocessing approaches that aid in learning because image processing is essential for the diagnosis of AD. The most crucial kind of neural network for computer vision used in medical image processing is called a Convolutional Neural Network (CNN). The proposed study will consider facial characteristics, including expressions and eye movements using the diffusion model, as part of CNN's meticulous approach to Alzheimer's diagnosis. Convolutional neural networks were used in an effort to sense Alzheimer's disease in its early stages using a big collection of pictures of facial expressions.

Table of contents

• Cover Page
• Half Title Page
• Title Page
• Copyright Page
• Contents
• List of Figures
• List of Tables
• 1 Convolutional Neural Networks Detect Alzheimer's disease by Analyzing Facial Expressions and Eye Movements
• 2 Self-caring Autonomous Medicinal and Aromatic Plants (MAP) Nursery Using Arduino Microcontroller
• 3 Segment Anything: GPT-3 and Logistic Regression Approach for Skin Cancer Detection
• 4 Enhancing Metric Learning Reliability for Pose-Oriented Face Recognition by Visual Assessment of Tendency
• 5 Verifiable Secure Vehicle Connectivity Using Machine Learning Framework for Internet of Vehicles
• 6 Disease Detection In Dental Patients Using Machine Learning Algorithms Through Image Analysis
• 7 Early Disease Diagnosis in Tomato Crops Using AI-Based Deep CNN
• 8 Improvement Over K-Means Algorithm Over Complex Data
• 9 Visual Representation of Lung Cancer Image Classification Using Artificial Neural Network
• 10 Machine Learning Improve Predictive Analysis of Diabetes Disease
• 11 Tackle Comorbid Obesity in T2DM by Applying New Strategies to Optimize Glycaemic Control and Weight Management
• 12 A Literature Survey on Deep Learning Approach Used for Audio-to-Sign Conversion with Gesture Recognition for the Deaf and Dumb
• 13 Federated Learning Approach Based on the MFCC for Speech Emotion Recognition
• 14 Automated Object Recognition with IoT for Visually Impaired Users
• 15 Deep Learning Approach for Early Detection and Diagnosis of Teenager Interstitial Lung Disease
• 16 Robust Object Detection in Medical Imaging: Cross-Measure Refinement with Edge Detection and SSD
• 17 AI-Based Breast Cancer X-Ray Image Detection Using Generative Adversarial Attacks
• 18 Promotion of Graduate Placement Through Academics by Improving Performance Using Artificial Neural Networks
• 19 Open AI's Large Language Model to Improve Payroll and HR Processes
• 20 A Novel Blockchain-Based Approach for Secure and Efficient Electronic Medical Record Sharing
• 21 A Classifying Gender Crimes with AdaBoost and Back Propagation Algorithms
• 22 Identifying Tremor Disease in Neurological Disorders Using Finger Gesture Images
• 23 An Effective Machine Learning Technique that uses Emotive Faces in order to Study Crimes
• 24 Increasing the Reliability of Intercropping in Agriculture Using Machine Learning
• 25 Retrieval Augmented Generation Classification Algorithm for Fake News Detection
• 26 Predictive AI Treatment for Kidney Tumors with Privacy Protection
• 27 Developing a Hybrid Approach to Assess Changes in Pomegranate Quality
• 28 Artificial Intelligence-Based Communication through Cat Facial Expressions
• 29 Convolutional Neural Networks for the Identification of Skin Disorders
• 30 Machine Learning-Based Approach for Detecting Online Payment Fraud
• 31 Secure Loan Approval Prediction: A Privacy-Preserving Machine Learning Approach
• 32 AI with Edge Computing-Driven Development in Healthcare Analysis
• 33 Big Image: Large-Scale Skin Disease Image Classification in Medical Imaging and Healthcare Using CNN and Transformers
• 34 AI Driven Load Distribution for Federated Network on Electronic Health Records
• 35 Smartphone-based Deep Learning Models for the Early Detection of Bubonic Plague and Skin Diseases: A Safer, More Accessible, and Affordable Approach
• 36 Kids Affected by Uncommon Illnesses Like Autism: Pregnant Women's Identification through Lasso Regression
• 37 Blind People Assistant: Real-Time Objects Detection and Distance Estimation with Voice Feedback
• 38 Standard Encryption Methodologies to Process Multi-Modality Medical Images for Diagnosing in Telemedicine
• 39 Enhancing Dyslexia Detection and Intervention through Deep Learning: A Comprehensive Review and Future Directions
• 40 A Study of YOLO (You Only Look Once) to YOLOv8
• 41 Prediction of Endangered Species 41 Using Artificial Intelligence
• 42 Early Detection of Alzheimer's Disease through Tau-PET Image Analysis Using CNN
• 43 Computational Analysis and Identification of Specific MMP Targets in Tumours at Multiple Stages
• 44 Exploring the Rise of Cryptocurrencies with Blockchain Technology
• 45 Mitigating Misinformation: An Advanced Analytics Framework for Proactive Detection of Fake News to Minimize Misrepresentation Risks
• 46 Summarization of Legal Texts by Using Deep Learning Approaches
• 47 Optimizing Diabetes Prediction through Intelligent Feature Selection: A Comparative Analysis of Grey Wolf Optimization with AdaBoost and Ant Colony Optimization with XGBoost
• 48 Real-Time Sign Language Translation through Deep Learning
• 49 Ensuring Data Privacy in the Cloud: Authprivacychain's Blockchain Access Control
• 50 Optimizing Cloud Load Balancers for Reduced Network Latency
• 51 Boosting Precision: Strategies for Improving Spam Detection in Cloud-Based Email Services
• 52 Crafting Personalized Film Suggestions
• 53 A Comprehensive Approach to Detect SQL Injection Attacks Using Enhanced Snort Rules
• 54 ARP and DNS Spoofing Detection with Attacker IP Capturing
• 55 A Comprehensive Review of Advanced Artificial Intelligence Integration in ICT Systems: Methodologies, Applications, and 55 Future Directions
• 56 Enhanced Network Security: Machine Learning-Based DDOS Detection
• 57 Enhancing Network Security: Deep Ensemble-Based Attack Detection Framework
• 58 Early-Stage Chronic Kidney Disease Detection using Machine Learning with Bigdata
• 59 An MDB-KMC and Firefly-Based Clustering Approach for Energy Optimization in Wireless Sensor Networks
• 60 Software Requirements Based Software Effort Estimation using RSLU-GNL-GRU in Software Project Management
• 61 The Evolution and Impact of Large Language Models in Artificial Intelligence
• 62 Several Machine Learning Techniques Used to Forecast Parkinson Disease
• 63 Fungal Disease Risk Assessment using Data-Driven Methods: Impacts on Food Security and Crop Devastation
• 64 Redefining Glaucoma Identification using State-of-the-Art Machine Learning
• 65 Probe Method: A Dependable Economy Data Methodology Feature Selection for Machine Learning
• 66 Estimating Human Life Expectancy through Sentiment Analysis, Population-based Optimisation, and Machine Learning Models
• 67 Algorithms in Advanced Artificial Intelligence A Distributed-Back Propagation Procedure that uses Climate while Predicting the Spread of Mosquitoes Using Least Squares Estimation
• 68 Unveiling the Efficacy of Machine Learning in Addressing Imbalances in Credit Card Fraud Detection Data
• 69 Algorithms in Advanced Artificial Intelligence Blockchain-driven Security Paradigm: A Robust System Harnessing the Internet of Medical Things (IoMT) Network for Enhanced E-Healthcare Monitoring 69
• 70 Estimating Foreign Export Volume Using Machine Learning for Big Data Business Analytics
• 71 Unmasking Deceit: Pioneering Deep Learning Hybrids to Expose Fabricated Reviews in the Digital Realm
• 72 YOLO CNN Approach for Object Detection
• 73 Multi-Crop Analysis Using Multi-Regression via AI-based Federated Learning
• 74 Empowering Inclusive Communication: Advancements in Wearable Technology with GloSign—A Glove-Based Solution for Seamless Sign Language Interaction
• 75 AI-Based Voice Assistant Application for B5G and 6G Free Space Optic Technology is Competent of Detecting Fake Words
• 76 GenerativeAI in Personal Dairy Information Retrieval for Criminal Investigation
• 77 PCACSO Feature Selection for Prediction of Breast Cancer NAC Response