E-raamat: Technologies of Information and Modeling: 7th International Conference, ICTIM 2024, Casablanca, Morocco, November 26-27, 2024, Proceedings

.- Machine Learning, Computer Vision, and Data Analysis.


.- Evaluating the Computational Complexity of Various Machine Learning
Algorithms.


.- Contrastive Learning on 3D Vision-Based Fall Detection.


.- Daily Harvest Forecast of Raspberries Crop Using Deep Learning Approach.


.- Revolutionizing Information Retrieval: Unveiling a NextGeneration
AI-Powered Question-Answer System for Comprehensive Document Analysis.


.- Advanced User Profile Similarity Prediction: Integrating Bipartite Graphs
with SimRank.


.- Forecasting Academic Success in Secondary Education: A Comprehensive Data
Mining Approach Using Machine Learning Models.


.- Advanced Detection of Mobile Obstacles: A CNN Approach for Road Safety.


.- Leveraging RAG and AI Agents to Enhance Specialized LLMs in Education.


.- Advanced Radiomics and Deep Learning for PDL1 Biomarker Prediction in
Non-Small Cell Lung Cancer.


.- AI-Enhanced Detection of COVID-19 and Lung Diseases via Chest X-Rays:
Enhancing Diagnostic Accuracy with CNNs and Top-K Algorithms.


.- Customer Loyalty Dynamics and Optimization of Promotional Strategies: An
Analysis Based on Segmentation and Purchasing Behavior.


.- AI and Deep Learning in the Diagnosis and Treatment of Prostate Cancer:
State of the art and Applications.


.- Innovative Approach to Enhancing Database Querying with AI.


.- Comparative Analysis of Similarity Metrics for Visual Recommendation in
E-commerce: AI Approaches and Performance.


.- Machine Learning for Web Traffic Classification.


.- AI-Driven Generative Automatic Matching for Heterogeneous Systems: A
Multi-Agent System Implementation on the .NET Platform.


.- Predicting Employees with Leadership Potential Using Machine Learning
Techniques.


.- Early Prediction of Student Dropout in MOOCs.


.- Adaptive M-Learning Resources Using Learner Context and Processing
Preferences.


.- Natural language processing(NLP), Smart Systems, and Emerging
Technologies.


.- Investigating Factors Influencing Chatbot Adoption for Enhancing
Government Services: An empirical study.


.- Exploring the Impact of Empathy on User Satisfaction in Banking Chatbots:
A Path to Enhanced Customer Experience.


.- Using Sentiment Analysis Extracted Features to Predict Stock Price.


.- Revolutionizing Moroccos Environmental Future: IoTDriven Air and Water
Quality Monitoring for Smart Cities.


.- Utilizing Transformer Models for Smartphone-Based Skin Cancer Detection.


.- Evaluating the Quality of Scientific Articles: A Review of Citation and
Content-Based Metrics.


.- Evaluation of Cost Estimation Methods for Software Development Projects: A
Comparative Study.


.- Comparative Analysis of Blood Vessel Segmentation Techniques in Breast
MRI.


.- Improvement of Information Retrieval Systems on Digital Educational
Platforms.


.- Towards an Intelligent Automated Evaluation System for Python Powered by
Large Language Models.


.- Revolutionizing Agriculture with LoRa: Intelligent Crop Monitoring and
Autonomic Irrigation.


.- Improving Dialectal Sentiment Analysis: A Contextual Approach Using
Multilingual Embeddings for Darija and Other Arabic Dialects Transcoding.


.- The Future of Travel: A Review of Chatbot Recommender Systems in E-Tourism
and Smart Tourism.


.- Intelligent Automated Resume Analysis and Ranking System for Profile
Recruitment Based on Computer Vision and LLMs.


.- Sentiment Classification of COVID-19 Tweets: A Hybrid Hadoop Approach
Using Deep Learning and Fuzzy Logic Theory.


.- Sustainable Logistics in Healthcare: Addressing Environmental Challenges
and Optimizing Medical Supply Chains for a Greener Future.


.- Sentiment Analysis of Patients in Healthcare: The Case of COVID-19
Vaccination.


.- Enhancing Tourism Experiences in Morocco: LLM-A Comparative Study of
Fine-Tuning and Retrieval Augmented Generation with Llama-3.


.- Leveraging LLM Techniques for Moroccan Agriculture: Performance Analysis
of RAG and FineTuning Approaches with Llama
3.


.- Cybersecurity, Cryptography, and AI for Security.


.- Website Ethical Hacking nd Penetration Testing.


.- Multi-Classification Approach for Malicious Social Bots Detection Based on
Transformers.


.- A decentralized identity management and student data verification system
using Blockchain and IPFS.


.- Intelligent Deep Learning Strategy for Safeguarding IoT Networks Against
RPL Selective Forwarding Attacks.


.- An Ontological Approach to Information Security Risk Management Based on
ISO/IEC 27001:2022.


.- Blockchain Integration in Moroccan Banking: Opportunities and Challenges
for Banque Populaire du Maroc.


.- EAGLE-Based Temporal Logic for Intrusion Detection: A Comprehensive Study.