Modeling, Simulation and Computer Technology -

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Résumé :
.- A Secure and Energy-Efficient IoT Protocol for Smart Cities Using Fuzzy Logic and Blockchain Technology. .- Building a secure enterprise network: a blueprint for SDP and SDN Integration. .- A Comparative Study of Quantum Neural Networks and Compositional Models for Quantum Natural Language Processing. .- Vanilla Deep Learning Models in Session-Based Recommendation: A Comparative Study. .- A Novel Rule-Based Control Simulation Approach for Manufacturing Processes Optimization:Application to Industrial Production Systems. .- Advancing Early Detection of Type 2 Diabetes: A Machine Learning Approach with Combined Clinical Datasets. .- An Efficient Age-Based Caching Policy in NDN Cluster. .- An optimized LFM in collaborative localization. .- Methodological Guide for Evaluating a Knowledge Management System. .- Improving the Performance of Collaborative Filtering Systems Using Artificial Neural Networks. .- Intrusion Detection in IoMT: DRL Approach for Transmission-Level Security. .- ECG-based person identification using the Shape Exchange Algorithm. .- Automatic Mapping of UML to EPC using Graph Transformation for Improving Business Process Modeling. .- Adaptive Simulation Framework for IoT Data Processing in Edge-Cloud Environments Using SimPy and Neural Networks. .- Explore neuro-symbolic approach in knowledge inference based on learner-related factors. .- Estimating performance costs of enabling privacy-awareness in data lifecycles. .- Conciseness Effect on High Utility Itemsets Mining. .- Selecting an Appropriate Ensemble Machine Learning Algorithm for Intelligent Quality Management in Production. .- NutriSafe: Anti-Allergy Food Recommendation System based on Content and Word Embedding. .- Addressing Imbalanced Datasets in Cyberbullying Detection on Social Media. .- Detecting Aggressive Driving Behaviors on Highways Using 1D Convolutional Neural Networks. .- DeMoFs: Multi-objective Feature Selection using binary Differential Evolution (BDE) Optimization on Breast Cancer Gene Expression. .- DCGAN-Based Synthetic Data for Enhancing MRI Brain Tumors Dataset. .- A new Approach for Detecting Communities of Interest in Social Networks. .- MBTI Personality Type Prediction: A Machine Learning Analysis. .- Bi-embedding and metadata enhancement for collaborative prediction. .- Apple Leaf Disease Classification Using Deep Learning Approach on lab-built and realistic datasets. .- Modeling and Analysis of the Landing Gear System with the Generalized Contracts. .- MATSum: Multi-agent traffic simulation of urban mobility with consideration of heterogeneous vehicles. .- A Novel Fuzzy Salp Swarm Classifier for Face Identification. .- Metamodeling of Database Query Languages. .- Visual Explanation of Deep Learning Models for Wildfire Detection: a Grad-CAM Approach. .- Towards a Comprehensive Cloud-Dedicated Data Lifecycle Model. .- A Novel Approach to QoS-Aware IoT Service Composition: A Hybrid MGWO-VCH model. .- Architectural Comparisons and Performance Evaluation of Transformer Models on Sequence Classication: A Case Study on Fake News Detection. .- Quantitative Modeling and Evaluation of DNA Multiple Sequence Alignment Tools Through Response Surface Methodology. .- Simulation-Based Study of WLRFU Policy Performance in Named Data Networking Using RealWorld Topology. .- Parallel algorithm for coloring large-scale graphs using Pregel API of Graphx. .- Videos Textile Defects Detection using Deep Learning algorithms. .- Recent Advances in Protein Kinase Inhibitors Prediction. .- Controller Placement Problem (CPP) Based on POCO Solution for the Algerian Research Network Topology. .- Harnessing CNN and OPTICS Algorithm for Detecting Shilling Attacks in Recommender Systems. .- Time Series-Based Predictive Monitoring of Mean Blood Pressure in Intensive...

Biographie:

This volume constitutes the proceedings of First International Conference on Modeling, Simulation and Computer Technology, ICMSCT 2024, held in Skikda, Algeria, during November 5&ndash...