Technologies of Information and Modeling : 7th International Conference, ICTIM 2024, Casablanca, Morocco, November 26-27, 2024, Proceedings (Communications in Computer and Information Science 2655) （2026. Approx. 500 p. 235 mm）

Herausgegeben:Zahour, Omar/ Benlahmar, El Habib/ Marzak, Abdelaziz/ Ouahabi, Sara/ Ounacer, Soumaya

SPRINGER, BERLIN; SPRINGER（2026/01発売）

• 製本 Paperback:紙装版/ペーパーバック版
• 商品コード 9783032151469

Full Description

This book constitutes the refereed proceedings of the 7th International Conference on Information Technology and Modeling, ICTIM 2024, held in Casablanca, Morocco, during November 26-27, 2024. 

The 37 full papers presented in this volume were carefully reviewed and selected from 103 submissions. The papers are organized in the following topical sections: Machine Learning, Computer Vision, and Data Analysis; Natural language processing(NLP), Smart Systems, and Emerging Technologies; Cybersecurity, Cryptography, and AI for Security.

 

Contents

.- 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 Morocco's 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.