Modeling, Simulation and Computer Technology by Seddari, Noureddine; Redjimi, Mohammed;

Hosszú leírás:

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This volume constitutes the proceedings of First International Conference on Modeling, Simulation and Computer Technology, ICMSCT 2024, held in Skikda, Algeria, during November 5–6, 2024.

The 45 full papers presented in this volume were carefully reviewed and selected from 133 submissions. They focus on Natural Language Processing; Database Applications; Image Processing; Distributed Databases; and Big Data Analytics.

Tartalomjegyzék:

.- 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 Care: A Comparative Study of Multiple Linear Regression and LSTM Models.

.- Photometric Stereo: Overcoming SVD Limitations with Particle Swarm Optimization.

.- Coupled Aspen HYSYS / MATLAB Approach for the Optimization of the 10-C-1 Distillation Column of the U10 RA1K Skikda Unit by Neural Networks.