الگوریتم‌ها در هوش مصنوعی پیشرفته ۲۰۲۴
Algorithms in Advanced Artificial Intelligence 2024

1. Cover Page

2. Half Title Page

3. Title Page

4. Copyright Page

5. Contents

6. List of Figures

7. 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